@clawhub-krishnakumarmahadevan-cmd-f85de8e757
Comprehensive API for processing database security audits and generating detailed compliance reports across access control, encryption, network security, and...
---
name: Database Security Audit API
description: Comprehensive API for processing database security audits and generating detailed compliance reports across access control, encryption, network security, and backup domains.
---
# Overview
The Database Security Audit API is a backend service designed for organizations that need to systematically evaluate and document their database security posture. It processes security audit data across multiple control domains—including access control, encryption, network security, auditing, and backup—and generates comprehensive compliance reports that measure implementation against total security controls.
This API is ideal for security teams, compliance officers, database administrators, and organizations undergoing regulatory assessments (SOC 2, ISO 27001, HIPAA, PCI-DSS, etc.). It provides a structured method to collect, validate, and report on database security configurations in a standardized format.
The service maintains audit trails with session tracking and timestamps, enabling organizations to monitor security posture over time and demonstrate continuous compliance to internal and external stakeholders.
## Usage
**Example Request:**
```json
{
"auditData": {
"sessionId": "audit-session-2024-01-15-001",
"timestamp": "2024-01-15T10:30:00Z",
"totalControls": 50,
"implementedControls": 45,
"access_control": [
"Role-based access control (RBAC) implemented",
"Principle of least privilege enforced",
"Service accounts use strong credentials"
],
"encryption": [
"Data at rest encrypted with AES-256",
"TLS 1.3 enabled for data in transit",
"Key management system in place"
],
"network_security": [
"Database isolated in secure VPC",
"Firewall rules restrict database access",
"Network segmentation implemented"
],
"auditing": [
"Query logging enabled",
"Failed authentication attempts logged",
"Administrative actions audited"
],
"backup": [
"Automated daily backups scheduled",
"Backups tested monthly",
"Off-site backup replication enabled"
],
"additional": [
"Vulnerability scanning quarterly",
"Patch management process defined"
]
},
"sessionId": "audit-session-2024-01-15-001",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Example Response:**
```json
{
"status": "success",
"sessionId": "audit-session-2024-01-15-001",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z",
"auditSummary": {
"totalControls": 50,
"implementedControls": 45,
"compliancePercentage": 90.0,
"controlsByDomain": {
"access_control": 3,
"encryption": 3,
"network_security": 3,
"auditing": 3,
"backup": 3,
"additional": 2
}
},
"reportId": "report-2024-01-15-001",
"processedAt": "2024-01-15T10:30:15Z"
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Returns a simple health status response to verify API availability.
**Parameters:** None
**Response:**
- Status 200: JSON object confirming API is operational
---
### POST /api/database/audit
**Process Audit**
Processes database security audit data and generates a comprehensive compliance report. This is the primary endpoint for submitting audit findings and retrieving analysis.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| auditData | Object | Yes | Container object holding all audit control findings |
| auditData.sessionId | string | Yes | Unique identifier for this audit session |
| auditData.timestamp | string | Yes | ISO 8601 timestamp of audit execution |
| auditData.totalControls | integer | Yes | Total number of security controls evaluated |
| auditData.implementedControls | integer | Yes | Number of controls found to be implemented |
| auditData.access_control | array[string] | No | Array of access control findings and observations |
| auditData.encryption | array[string] | No | Array of encryption-related control findings |
| auditData.network_security | array[string] | No | Array of network security control findings |
| auditData.auditing | array[string] | No | Array of auditing and logging control findings |
| auditData.backup | array[string] | No | Array of backup and disaster recovery findings |
| auditData.additional | array[string] | No | Array of additional or custom control findings |
| sessionId | string | Yes | Session identifier (typically matches auditData.sessionId) |
| userId | integer | Yes | Numeric user ID of the audit initiator |
| timestamp | string | Yes | ISO 8601 timestamp of request submission |
**Response (200):**
- Audit report object containing compliance summary, control breakdown by domain, compliance percentage, and report reference ID
**Response (422):**
- Validation error detailing missing or improperly formatted required fields
---
### GET /health
**Detailed Health Check**
Provides extended health status information about the API service.
**Parameters:** None
**Response:**
- Status 200: JSON object with service health details (uptime, dependencies, version info)
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/compliance/database-audit
- **API Docs:** https://api.mkkpro.com:8117/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Database Security Audit API",
"description": "Backend API for Database Security Audit Checklist Tool",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/database/audit": {
"post": {
"summary": "Process Audit",
"description": "Process database security audit and generate comprehensive report",
"operationId": "process_audit_api_database_audit_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AuditRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/health": {
"get": {
"summary": "Health Check",
"description": "Detailed health check",
"operationId": "health_check_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AuditData": {
"properties": {
"access_control": {
"items": {
"type": "string"
},
"type": "array",
"title": "Access Control"
},
"encryption": {
"items": {
"type": "string"
},
"type": "array",
"title": "Encryption"
},
"network_security": {
"items": {
"type": "string"
},
"type": "array",
"title": "Network Security"
},
"auditing": {
"items": {
"type": "string"
},
"type": "array",
"title": "Auditing"
},
"backup": {
"items": {
"type": "string"
},
"type": "array",
"title": "Backup"
},
"additional": {
"items": {
"type": "string"
},
"type": "array",
"title": "Additional"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
},
"totalControls": {
"type": "integer",
"title": "Totalcontrols"
},
"implementedControls": {
"type": "integer",
"title": "Implementedcontrols"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp",
"totalControls",
"implementedControls"
],
"title": "AuditData"
},
"AuditRequest": {
"properties": {
"auditData": {
"$ref": "#/components/schemas/AuditData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"type": "integer",
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"auditData",
"sessionId",
"userId",
"timestamp"
],
"title": "AuditRequest"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional digital forensics tools assessment platform that generates personalized tool recommendations and skill development guidance.
---
name: Digital Forensics Tools Assessment
description: Professional digital forensics tools assessment platform that generates personalized tool recommendations and skill development guidance.
---
# Overview
The Digital Forensics Tools Assessment platform is a professional-grade API service designed to help security professionals, incident responders, and digital forensics practitioners identify the most suitable forensic tools for their specific needs and skill levels. Built by certified security professionals, this platform delivers personalized assessments based on individual experience, focus areas, and current competency levels.
This tool is ideal for organizations conducting forensic investigations, incident response teams building toolkits, security practitioners advancing their skills, and enterprises establishing standardized forensics capabilities. The assessment engine analyzes your profile against a comprehensive database of industry-standard forensics tools to recommend optimal selections aligned with your operational requirements.
The platform combines expert knowledge with data-driven recommendations to streamline tool selection, reduce implementation complexity, and ensure forensics teams have access to the most appropriate technologies for their investigations.
## Usage
**Sample Request:**
```json
{
"sessionId": "sess_9f8c2b1e7a4d5e6f",
"userId": 42,
"timestamp": "2024-01-15T14:32:00Z",
"assessmentData": {
"sessionId": "sess_9f8c2b1e7a4d5e6f",
"timestamp": "2024-01-15T14:32:00Z",
"experience": {
"years": 5,
"domain": "incident_response"
},
"focus": {
"primary": "memory_forensics",
"secondary": "disk_imaging"
},
"skill_level": {
"self_assessment": "intermediate",
"certifications": ["CEH", "GCIH"]
}
}
}
```
**Sample Response:**
```json
{
"assessment_id": "assess_5f7c2a1b9e3d4k8m",
"user_id": 42,
"session_id": "sess_9f8c2b1e7a4d5e6f",
"timestamp": "2024-01-15T14:32:15Z",
"recommended_tools": [
{
"rank": 1,
"tool_name": "Volatility Framework",
"category": "memory_forensics",
"match_score": 95,
"reason": "Ideal for intermediate-level memory analysis with IR background",
"deployment_complexity": "medium",
"learning_curve": "moderate"
},
{
"rank": 2,
"tool_name": "FTK Imager",
"category": "disk_imaging",
"match_score": 88,
"reason": "Industry-standard for disk acquisition and analysis",
"deployment_complexity": "low",
"learning_curve": "low"
}
],
"skill_gaps": [
{
"area": "advanced_memory_forensics",
"current_level": "intermediate",
"recommended_level": "advanced",
"priority": "high"
}
],
"assessment_summary": "Your profile indicates strong incident response experience with memory forensics focus. Recommended tools align with intermediate-to-advanced capabilities."
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Returns service health status.
**Method:** GET
**Path:** `/`
**Parameters:** None
**Response:**
```
200 OK - Service is operational
Content-Type: application/json
```
---
### POST /api/forensics/assessment
**Generate Personalized Assessment**
Generates a customized digital forensics tools assessment based on user profile, experience, and focus areas.
**Method:** POST
**Path:** `/api/forensics/assessment`
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| sessionId | string | Yes | Unique identifier for the assessment session |
| userId | integer or null | No | Identifier for the user undergoing assessment |
| timestamp | string | Yes | ISO 8601 formatted timestamp of assessment submission |
| assessmentData | object | Yes | Core assessment data containing experience, focus, and skill level information |
| assessmentData.sessionId | string | Yes | Session identifier matching parent sessionId |
| assessmentData.timestamp | string | Yes | Assessment data timestamp |
| assessmentData.experience | object | No | Professional experience details (years, domain, roles) |
| assessmentData.focus | object | No | Primary and secondary forensics focus areas |
| assessmentData.skill_level | object | No | Self-assessed skill level and certifications |
**Response Shape:**
```json
{
"assessment_id": "string",
"user_id": "integer or null",
"session_id": "string",
"timestamp": "string",
"recommended_tools": [
{
"rank": "integer",
"tool_name": "string",
"category": "string",
"match_score": "number",
"reason": "string",
"deployment_complexity": "string",
"learning_curve": "string"
}
],
"skill_gaps": [
{
"area": "string",
"current_level": "string",
"recommended_level": "string",
"priority": "string"
}
],
"assessment_summary": "string"
}
```
---
### GET /api/forensics/tools
**Retrieve Available Forensics Tools**
Returns comprehensive list of all available forensics tools in the platform database, including categorization and metadata.
**Method:** GET
**Path:** `/api/forensics/tools`
**Parameters:** None
**Response Shape:**
```json
{
"total_tools": "integer",
"tools": [
{
"tool_id": "string",
"name": "string",
"category": "string",
"description": "string",
"deployment_type": "string",
"platform_support": ["string"],
"license_type": "string",
"maturity_level": "string"
}
]
}
```
---
### GET /api/forensics/skill-recommendations
**Get Skill Development Recommendations**
Returns personalized skill development recommendations based on forensics specialization and career progression paths.
**Method:** GET
**Path:** `/api/forensics/skill-recommendations`
**Parameters:** None
**Response Shape:**
```json
{
"recommendations": [
{
"skill_area": "string",
"current_proficiency": "string",
"target_proficiency": "string",
"learning_resources": [
{
"resource_type": "string",
"title": "string",
"duration": "string",
"difficulty": "string"
}
],
"estimated_time_to_proficiency": "string",
"career_impact": "string"
}
]
}
```
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/compliance/digital-forensics
- **API Docs:** https://api.mkkpro.com:8116/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Digital Forensics Tools Assessment",
"description": "Professional Digital Forensics Tools Assessment Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/forensics/assessment": {
"post": {
"summary": "Generate Assessment",
"description": "Generate personalized digital forensics tools assessment",
"operationId": "generate_assessment_api_forensics_assessment_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/forensics/tools": {
"get": {
"summary": "Get Forensics Tools",
"description": "Get all available forensics tools",
"operationId": "get_forensics_tools_api_forensics_tools_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/forensics/skill-recommendations": {
"get": {
"summary": "Get Skill Recommendations",
"description": "Get skill development recommendations",
"operationId": "get_skill_recommendations_api_forensics_skill_recommendations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"type": "object",
"title": "Experience",
"default": {}
},
"focus": {
"type": "object",
"title": "Focus",
"default": {}
},
"skill_level": {
"type": "object",
"title": "Skill Level",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"AssessmentRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generates forensic chain of custody HTML reports for evidence management and legal compliance.
---
name: Chain of Custody Manager API
description: Generates forensic chain of custody HTML reports for evidence management and legal compliance.
---
# Overview
The Chain of Custody Manager API is a forensic documentation tool designed to generate compliant, legally-defensible chain of custody reports in HTML format. It serves law enforcement, digital forensics teams, corporate investigations, and legal departments that need to maintain rigorous evidence handling documentation for court admissibility and regulatory compliance.
This API automates the creation of formal custody chain documentation by organizing evidence metadata, handler information, timestamps, and integrity hashes into professional reports. Each report captures the complete lifecycle of evidence from collection through transfer, ensuring no breaks in the documented chain and protecting evidence integrity.
Ideal users include forensic examiners, incident response teams, corporate security practitioners, and legal professionals who must demonstrate proper evidence handling procedures in investigations, litigation, or regulatory audits.
# Usage
**Example Request:**
```json
{
"reportData": {
"caseInfo": {
"caseNumber": "2024-INV-00145",
"caseName": "Data Breach Investigation - Corp A",
"investigator": "Detective John Smith",
"organization": "Cyber Crimes Unit",
"reportDate": "2024-01-15T10:30:00Z"
},
"evidenceItems": [
{
"evidenceId": "EV-2024-001",
"evidenceType": "Hard Drive",
"description": "Seagate 2TB external drive from suspect workstation",
"collectionDate": "2024-01-10T14:22:00Z",
"collectionLocation": "Building A, Floor 3, Room 301",
"collectedBy": "Officer Jane Doe",
"hashAlgorithm": "SHA-256",
"hashValue": "a7f3c8e2d9b1f4e6c2a5d8f1b3e6a9c2d5e8f1b4a7c0d3e6f9a2b5c8e1f4",
"custodyChain": [
{
"person": "Officer Jane Doe",
"timestamp": "2024-01-10T14:22:00Z",
"purpose": "Initial collection",
"action": "Collected from workstation"
},
{
"person": "Detective John Smith",
"timestamp": "2024-01-10T16:45:00Z",
"purpose": "Evidence intake",
"action": "Received and logged into evidence management system"
},
{
"person": "Forensic Tech Mike Johnson",
"timestamp": "2024-01-12T09:15:00Z",
"purpose": "Digital forensic examination",
"action": "Imaged drive and verified hash"
}
]
}
],
"sessionId": "sess-2024-001-xyz"
},
"sessionId": "sess-2024-001-xyz",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z",
"userEmail": "[email protected]",
"userName": "jsmith"
}
```
**Example Response:**
```json
{
"status": "success",
"reportId": "RPT-2024-145-001",
"htmlReport": "<!DOCTYPE html><html>...[complete HTML custody report]...</html>",
"message": "Chain of Custody report generated successfully"
}
```
# Endpoints
## GET /
**Summary:** Root endpoint
**Description:** Returns API information and status.
**Parameters:** None
**Response:** JSON object with API metadata.
---
## POST /api/custody/generate
**Summary:** Generate Custody Report
**Description:** Generates a formatted Chain of Custody HTML report containing case information, evidence details, and custody chain history.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| reportData | object | Yes | Contains caseInfo, evidenceItems, and sessionId |
| reportData.caseInfo | object | Yes | Case metadata including caseNumber, caseName, investigator, organization, reportDate |
| reportData.caseInfo.caseNumber | string | Yes | Unique case identifier |
| reportData.caseInfo.caseName | string | Yes | Human-readable case name |
| reportData.caseInfo.investigator | string | Yes | Name of lead investigator |
| reportData.caseInfo.organization | string | Yes | Law enforcement or organizational unit |
| reportData.caseInfo.reportDate | string | Yes | ISO 8601 timestamp of report generation |
| reportData.evidenceItems | array | Yes | Array of EvidenceItem objects |
| reportData.evidenceItems[].evidenceId | string | Yes | Unique evidence identifier |
| reportData.evidenceItems[].evidenceType | string | Yes | Category of evidence (e.g., "Hard Drive", "Mobile Device", "Documents") |
| reportData.evidenceItems[].description | string | Yes | Detailed description of the evidence |
| reportData.evidenceItems[].collectionDate | string | Yes | ISO 8601 timestamp when evidence was collected |
| reportData.evidenceItems[].collectionLocation | string | Yes | Physical or logical location where evidence was collected |
| reportData.evidenceItems[].collectedBy | string | Yes | Name of person who collected the evidence |
| reportData.evidenceItems[].hashAlgorithm | string | Yes | Hash algorithm used (e.g., "SHA-256", "MD5") |
| reportData.evidenceItems[].hashValue | string | Yes | Computed hash value for integrity verification |
| reportData.evidenceItems[].custodyChain | array | Yes | Array of CustodyEntry objects documenting evidence transfers |
| reportData.evidenceItems[].custodyChain[].person | string | Yes | Name of person handling evidence |
| reportData.evidenceItems[].custodyChain[].timestamp | string | Yes | ISO 8601 timestamp of custody event |
| reportData.evidenceItems[].custodyChain[].purpose | string | Yes | Purpose of custody transfer (e.g., "Initial collection", "Examination") |
| reportData.evidenceItems[].custodyChain[].action | string | Yes | Description of action taken |
| reportData.sessionId | string | Yes | Session identifier within report data |
| sessionId | string | Yes | Session identifier for API request |
| userId | integer | Yes | Numeric user identifier making the request |
| timestamp | string | Yes | ISO 8601 timestamp of API request |
| userEmail | string | No | Email address of user (optional) |
| userName | string | No | Username of user (optional) |
**Response:**
```json
{
"status": "success",
"reportId": "string",
"htmlReport": "string",
"message": "string"
}
```
**Error Response (422):**
```json
{
"detail": [
{
"loc": ["body", "fieldname"],
"msg": "string",
"type": "string"
}
]
}
```
---
## GET /api/custody/health
**Summary:** Health Check
**Description:** Verifies API availability and operational status.
**Parameters:** None
**Response:** JSON object with health status and timestamp.
# Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
# About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
# References
- **Kong Route:** https://api.mkkpro.com/compliance/chain-of-custody
- **API Docs:** https://api.mkkpro.com:8115/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Chain of Custody Manager API",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/custody/generate": {
"post": {
"summary": "Generate Custody Report",
"description": "Generate Chain of Custody HTML report",
"operationId": "generate_custody_report_api_custody_generate_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CustodyRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/custody/health": {
"get": {
"summary": "Health Check",
"description": "Health check endpoint",
"operationId": "health_check_api_custody_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"CaseInfo": {
"properties": {
"caseNumber": {
"type": "string",
"title": "Casenumber"
},
"caseName": {
"type": "string",
"title": "Casename"
},
"investigator": {
"type": "string",
"title": "Investigator"
},
"organization": {
"type": "string",
"title": "Organization"
},
"reportDate": {
"type": "string",
"title": "Reportdate"
}
},
"type": "object",
"required": [
"caseNumber",
"caseName",
"investigator",
"organization",
"reportDate"
],
"title": "CaseInfo"
},
"CustodyEntry": {
"properties": {
"person": {
"type": "string",
"title": "Person"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
},
"purpose": {
"type": "string",
"title": "Purpose"
},
"action": {
"type": "string",
"title": "Action"
}
},
"type": "object",
"required": [
"person",
"timestamp",
"purpose",
"action"
],
"title": "CustodyEntry"
},
"CustodyRequest": {
"properties": {
"reportData": {
"$ref": "#/components/schemas/ReportData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"type": "integer",
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
},
"userEmail": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Useremail",
"default": ""
},
"userName": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Username",
"default": ""
}
},
"type": "object",
"required": [
"reportData",
"sessionId",
"userId",
"timestamp"
],
"title": "CustodyRequest"
},
"EvidenceItem": {
"properties": {
"evidenceId": {
"type": "string",
"title": "Evidenceid"
},
"evidenceType": {
"type": "string",
"title": "Evidencetype"
},
"description": {
"type": "string",
"title": "Description"
},
"collectionDate": {
"type": "string",
"title": "Collectiondate"
},
"collectionLocation": {
"type": "string",
"title": "Collectionlocation"
},
"collectedBy": {
"type": "string",
"title": "Collectedby"
},
"hashAlgorithm": {
"type": "string",
"title": "Hashalgorithm"
},
"hashValue": {
"type": "string",
"title": "Hashvalue"
},
"custodyChain": {
"items": {
"$ref": "#/components/schemas/CustodyEntry"
},
"type": "array",
"title": "Custodychain"
}
},
"type": "object",
"required": [
"evidenceId",
"evidenceType",
"description",
"collectionDate",
"collectionLocation",
"collectedBy",
"hashAlgorithm",
"hashValue",
"custodyChain"
],
"title": "EvidenceItem"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ReportData": {
"properties": {
"caseInfo": {
"$ref": "#/components/schemas/CaseInfo"
},
"evidenceItems": {
"items": {
"$ref": "#/components/schemas/EvidenceItem"
},
"type": "array",
"title": "Evidenceitems"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
}
},
"type": "object",
"required": [
"caseInfo",
"evidenceItems",
"sessionId"
],
"title": "ReportData"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional career roadmap platform that generates personalized forensic audit learning paths and specialization recommendations.
---
name: Forensic Audit Roadmap
description: Professional career roadmap platform that generates personalized forensic audit learning paths and specialization recommendations.
---
# Overview
The Forensic Audit Roadmap platform is a professional development tool designed for security professionals, compliance officers, and aspiring forensic auditors seeking structured career progression in digital forensics and audit disciplines. This API-driven platform assesses individual backgrounds, technical skills, and career focus areas to generate customized learning roadmaps aligned with industry standards and certification pathways.
Built for professionals pursuing CISSP, CISM, CFCE, and related certifications, the platform provides intelligent specialization recommendations and curated learning paths tailored to your current expertise level and target forensic audit domains. Whether you're transitioning from general IT security or deepening specialized forensic capabilities, this roadmap engine delivers actionable guidance grounded in real-world audit practices.
Ideal users include security engineers expanding into forensics, compliance professionals building audit expertise, incident response teams developing investigation skills, and organizations developing their internal forensic capability roadmaps.
# Usage
**Sample Request:**
```json
{
"assessmentData": {
"background": {
"experience_years": 5,
"current_role": "Security Engineer",
"education": "Bachelor's in Computer Science"
},
"skills": {
"network_analysis": "intermediate",
"log_analysis": "advanced",
"memory_forensics": "beginner",
"malware_analysis": "intermediate"
},
"focus": {
"primary_interest": "digital_forensics",
"investigation_type": "incident_response",
"target_certification": "CFCE"
},
"sessionId": "sess_a1b2c3d4e5f6g7h8",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_a1b2c3d4e5f6g7h8",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Sample Response:**
```json
{
"roadmap_id": "rm_xyz789abc",
"user_profile": {
"current_level": "intermediate",
"assessment_score": 72,
"identified_gaps": ["memory_forensics", "advanced_malware_analysis", "timeline_analysis"]
},
"recommended_path": {
"primary_specialization": "Digital Forensics Investigator",
"estimated_duration_months": 8,
"phases": [
{
"phase": 1,
"title": "Foundations Strengthening",
"duration_weeks": 4,
"focus_areas": ["memory_forensics_fundamentals", "evidence_handling", "chain_of_custody"]
},
{
"phase": 2,
"title": "Advanced Technical Skills",
"duration_weeks": 8,
"focus_areas": ["malware_analysis_advanced", "timeline_reconstruction", "artifact_analysis"]
},
{
"phase": 3,
"title": "Certification Preparation",
"duration_weeks": 4,
"focus_areas": ["CFCE_exam_prep", "practical_labs", "mock_assessments"]
}
]
},
"learning_resources": [
{
"type": "online_course",
"title": "Memory Forensics Masterclass",
"provider": "SANS Institute",
"estimated_hours": 40,
"priority": "high"
}
],
"next_milestones": [
"Complete memory forensics fundamentals module",
"Obtain CompTIA Security+ (if not already held)",
"Complete 3 practical forensic investigations"
]
}
```
# Endpoints
## GET /
**Summary:** Root
**Description:** Health check endpoint to verify API availability and connectivity.
**Parameters:** None
**Response:**
- **Status 200:** JSON object confirming service health
---
## POST /api/forensic/roadmap
**Summary:** Generate Roadmap
**Description:** Generate a personalized forensic audit career roadmap based on user assessment data, experience, and career focus.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | AssessmentData object | Yes | User assessment containing background, skills, and focus areas |
| sessionId | string | Yes | Unique session identifier for tracking and analytics |
| userId | integer or null | No | Optional user identifier for persistent profile tracking |
| timestamp | string | Yes | ISO 8601 timestamp of request generation |
**AssessmentData Object:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| background | object | No | Professional background details (experience years, current role, education) |
| skills | object | No | Current technical skills and proficiency levels |
| focus | object | No | Career focus areas and specialization interests |
| sessionId | string | Yes | Session identifier matching parent request |
| timestamp | string | Yes | ISO 8601 timestamp of assessment |
**Response (Status 200):**
- JSON object containing:
- `roadmap_id`: Unique roadmap identifier
- `user_profile`: Current assessment score and identified skill gaps
- `recommended_path`: Multi-phase learning roadmap with duration and focus areas
- `learning_resources`: Curated courses and materials aligned to roadmap
- `next_milestones`: Immediate action items and checkpoints
**Error Response (Status 422):** Validation error with detailed field-level error messages
---
## GET /api/forensic/specializations
**Summary:** Get Specializations
**Description:** Retrieve all available forensic audit specialization paths and career track options.
**Parameters:** None
**Response (Status 200):**
- JSON array containing:
- Specialization titles (e.g., "Digital Forensics Investigator", "Compliance Auditor", "Incident Response Lead")
- Description of each specialization
- Required certifications
- Typical career progression
- Industry demand indicators
---
## GET /api/forensic/learning-paths
**Summary:** Get Learning Paths
**Description:** Retrieve all structured learning paths available within the platform, segmented by skill level and specialization.
**Parameters:** None
**Response (Status 200):**
- JSON array containing:
- Learning path identifiers and titles
- Target skill levels (beginner, intermediate, advanced)
- Associated specializations
- Estimated completion duration
- Prerequisite skills and knowledge areas
- Aligned certifications (CISSP, CISM, CFCE, etc.)
# Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
# About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
# References
- **Kong Route:** https://api.mkkpro.com/compliance/forensic-audit
- **API Docs:** https://api.mkkpro.com:8114/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Forensic Audit Roadmap",
"description": "Professional Forensic Audit Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/forensic/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized forensic audit roadmap",
"operationId": "generate_roadmap_api_forensic_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/forensic/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_forensic_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/forensic/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_forensic_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"background": {
"type": "object",
"title": "Background",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"focus": {
"type": "object",
"title": "Focus",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generates customized DevSecOps implementation roadmaps based on organizational assessment data and maturity level analysis.
---
name: DevSecOps Roadmap Generator
description: Generates customized DevSecOps implementation roadmaps based on organizational assessment data and maturity level analysis.
---
# Overview
The DevSecOps Roadmap Generator is a strategic planning tool designed to help organizations establish and mature their security practices within the software development lifecycle. By analyzing 13 key assessment dimensions across people, processes, and technology, the tool produces a comprehensive implementation roadmap tailored to your organization's size, industry, and development methodology.
This API is ideal for security leaders, DevOps engineers, and engineering managers who need a data-driven approach to integrating security into their CI/CD pipelines. The generator evaluates your current maturity across critical areas including threat modeling, secure coding practices, automated testing, dependency management, and incident response, then delivers prioritized recommendations with specific tools and success metrics.
Organizations ranging from startups to enterprises use this tool to align stakeholders around a realistic security transformation strategy, establish measurable milestones, and allocate resources effectively for building a mature DevSecOps program.
## Usage
**Request Example:**
```json
{
"assessmentData": {
"step1": {
"education": "Foundational",
"workshops": "Quarterly",
"platform": "LinkedIn Learning"
},
"step2": {
"business_education": "Partial",
"resources": "Limited"
},
"step3": {
"culture": "Security-aware",
"embedded": "Team-level"
},
"step4": {
"scanning": "Manual",
"remediation": "Ad-hoc"
},
"step5": {
"requirements": "Basic",
"documentation": "Incomplete"
},
"step6": {
"quality_bars": "Informal"
},
"step7": {
"threat_modeling": "None",
"training": "Occasional"
},
"step8": {
"safeguards": "Network-based"
},
"step9": {
"deprecation": "Manual tracking",
"response": "Reactive"
},
"step10": {
"sast": "Not implemented",
"local": "None"
},
"step11": {
"dast": "Basic scanning",
"local": "None"
},
"step12": {
"fuzz": "Not in use"
},
"step13": {
"manual": "Annual"
},
"context": {
"org_size": "100-500",
"industry": "FinTech",
"methodology": "Agile",
"challenges": "Legacy system integration, regulatory compliance"
}
},
"sessionId": "sess-abc123xyz",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Response Example:**
```json
{
"maturity_score": 38,
"maturity_level": "Initial",
"executive_summary": "Your organization is at the Initial maturity level with foundational security awareness but limited automation and integration into development workflows. Immediate focus should be on establishing automated scanning, formalizing threat modeling practices, and building organizational security culture.",
"immediate_priorities": [
{
"priority": 1,
"action": "Implement SAST tooling in CI/CD pipeline",
"effort": "Medium",
"timeframe": "0-3 months"
},
{
"priority": 2,
"action": "Establish threat modeling workshops",
"effort": "Low",
"timeframe": "0-1 months"
},
{
"priority": 3,
"action": "Automate dependency scanning",
"effort": "Medium",
"timeframe": "1-3 months"
}
],
"short_term_goals": [
{
"goal": "Achieve 80% SAST coverage across codebases",
"timeline": "6 months",
"metrics": "Pull requests blocked by security issues"
},
{
"goal": "Implement DAST in staging environment",
"timeline": "6 months",
"metrics": "Vulnerabilities found and remediated"
},
{
"goal": "Complete threat modeling for 5 critical systems",
"timeline": "3 months",
"metrics": "Number of systems modeled"
}
],
"long_term_goals": [
{
"goal": "Achieve Managed/Optimized maturity level",
"timeline": "18-24 months",
"metrics": "Overall maturity score increase to 75+"
},
{
"goal": "Full shift-left security integration",
"timeline": "12-18 months",
"metrics": "100% automation coverage for scanning"
},
{
"goal": "Establish continuous compliance monitoring",
"timeline": "12 months",
"metrics": "Real-time compliance dashboard"
}
],
"step_analysis": [
{
"step": 1,
"category": "Education & Awareness",
"current_state": "Foundational",
"gap": "Need specialized DevSecOps training programs"
},
{
"step": 4,
"category": "Dependency & Build Security",
"current_state": "Manual",
"gap": "Requires automated scanning integration"
}
],
"recommended_tools": [
"SonarQube (SAST)",
"OWASP Dependency-Check",
"Snyk (dependency scanning)",
"GitLab/GitHub security scanning",
"Threat Dragon (threat modeling)",
"Burp Suite Community (DAST)"
],
"success_metrics": "Key metrics include: SAST/DAST detection rate, time-to-remediation, security training completion rates, vulnerability density per 1K LOC, and overall maturity score progression targeting 10-15 points per quarter.",
"sessionId": "sess-abc123xyz",
"timestamp": "2024-01-15T10:30:45Z"
}
```
## Endpoints
### GET `/`
**Summary:** Root
**Description:** Health check endpoint
**Parameters:** None
**Response:**
```
200 OK
Content-Type: application/json
```
---
### POST `/api/devsecops/roadmap`
**Summary:** Generate Roadmap
**Description:** Generate a customized DevSecOps implementation roadmap based on organizational assessment data.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | object | Yes | Structured assessment data containing 13 steps (step1–step13) and contextual information about organization size, industry, development methodology, and challenges. |
| sessionId | string | Yes | Unique identifier for the assessment session, used for tracking and audit purposes. |
| userId | integer | No | Optional user identifier for associating the roadmap generation with a specific user account. |
| timestamp | string | No | Optional ISO 8601 formatted timestamp indicating when the assessment was conducted. |
**Assessment Data Structure:**
The `assessmentData` object contains the following required fields:
- **step1** (object): Education & Awareness - `education`, `workshops`, `platform`
- **step2** (object): Business Alignment - `business_education`, `resources`
- **step3** (object): Culture & Embedding - `culture`, `embedded`
- **step4** (object): Dependency & Build Security - `scanning`, `remediation`
- **step5** (object): Requirements & Design - `requirements`, `documentation`
- **step6** (object): Quality Gates - `quality_bars`
- **step7** (object): Threat Modeling & Design Review - `threat_modeling`, `training`
- **step8** (object): Runtime Safeguards - `safeguards`
- **step9** (object): Deprecation & Incident Response - `deprecation`, `response`
- **step10** (object): SAST Integration - `sast`, `local`
- **step11** (object): DAST Integration - `dast`, `local`
- **step12** (object): Fuzzing - `fuzz`
- **step13** (object): Manual Testing - `manual`
- **context** (object): Organizational context - `org_size` (required), `industry` (required), `methodology` (required), `challenges` (optional)
**Response Schema:**
| Field | Type | Description |
|-------|------|-------------|
| maturity_score | integer | Numerical score (0-100) indicating current DevSecOps maturity level. |
| maturity_level | string | Categorical maturity level: Initial, Developing, Managed, or Optimized. |
| executive_summary | string | High-level narrative overview of current state and strategic recommendations. |
| immediate_priorities | array | List of highest-priority actions to implement within 0-3 months. |
| short_term_goals | array | Goals targeted for achievement within 6 months. |
| long_term_goals | array | Strategic goals for 12-24 month timeframe. |
| step_analysis | array | Detailed analysis of gaps and recommendations for each assessment step. |
| recommended_tools | array | List of specific security tools and platforms recommended for your organization. |
| success_metrics | string | Narrative description of key performance indicators and measurement strategy. |
| sessionId | string | Echoed session identifier for audit and tracking. |
| timestamp | string | ISO 8601 timestamp of response generation. |
**HTTP Status Codes:**
| Code | Description |
|------|-------------|
| 200 | Successful roadmap generation with complete response payload. |
| 422 | Validation error in request structure or required fields missing. |
---
### GET `/health`
**Summary:** Health Check
**Description:** Health check endpoint to verify service availability and readiness.
**Parameters:** None
**Response:**
```
200 OK
Content-Type: application/json
```
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/career/devsecops
- **API Docs:** https://api.mkkpro.com:8113/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "DevSecOps Roadmap Generator",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/devsecops/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate DevSecOps implementation roadmap",
"operationId": "generate_roadmap_api_devsecops_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapResponse"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/health": {
"get": {
"summary": "Health Check",
"description": "Health check endpoint",
"operationId": "health_check_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"step1": {
"$ref": "#/components/schemas/Step1"
},
"step2": {
"$ref": "#/components/schemas/Step2"
},
"step3": {
"$ref": "#/components/schemas/Step3"
},
"step4": {
"$ref": "#/components/schemas/Step4"
},
"step5": {
"$ref": "#/components/schemas/Step5"
},
"step6": {
"$ref": "#/components/schemas/Step6"
},
"step7": {
"$ref": "#/components/schemas/Step7"
},
"step8": {
"$ref": "#/components/schemas/Step8"
},
"step9": {
"$ref": "#/components/schemas/Step9"
},
"step10": {
"$ref": "#/components/schemas/Step10"
},
"step11": {
"$ref": "#/components/schemas/Step11"
},
"step12": {
"$ref": "#/components/schemas/Step12"
},
"step13": {
"$ref": "#/components/schemas/Step13"
},
"context": {
"$ref": "#/components/schemas/Context"
}
},
"type": "object",
"required": [
"step1",
"step2",
"step3",
"step4",
"step5",
"step6",
"step7",
"step8",
"step9",
"step10",
"step11",
"step12",
"step13",
"context"
],
"title": "AssessmentData"
},
"Context": {
"properties": {
"org_size": {
"type": "string",
"title": "Org Size"
},
"industry": {
"type": "string",
"title": "Industry"
},
"methodology": {
"type": "string",
"title": "Methodology"
},
"challenges": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Challenges",
"default": ""
}
},
"type": "object",
"required": [
"org_size",
"industry",
"methodology"
],
"title": "Context"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId"
],
"title": "RoadmapRequest"
},
"RoadmapResponse": {
"properties": {
"maturity_score": {
"type": "integer",
"title": "Maturity Score"
},
"maturity_level": {
"type": "string",
"title": "Maturity Level"
},
"executive_summary": {
"type": "string",
"title": "Executive Summary"
},
"immediate_priorities": {
"items": {
"type": "object"
},
"type": "array",
"title": "Immediate Priorities"
},
"short_term_goals": {
"items": {
"type": "object"
},
"type": "array",
"title": "Short Term Goals"
},
"long_term_goals": {
"items": {
"type": "object"
},
"type": "array",
"title": "Long Term Goals"
},
"step_analysis": {
"items": {
"type": "object"
},
"type": "array",
"title": "Step Analysis"
},
"recommended_tools": {
"items": {
"type": "string"
},
"type": "array",
"title": "Recommended Tools"
},
"success_metrics": {
"type": "string",
"title": "Success Metrics"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"maturity_score",
"maturity_level",
"executive_summary",
"immediate_priorities",
"short_term_goals",
"long_term_goals",
"step_analysis",
"recommended_tools",
"success_metrics",
"sessionId",
"timestamp"
],
"title": "RoadmapResponse"
},
"Step1": {
"properties": {
"education": {
"type": "string",
"title": "Education"
},
"workshops": {
"type": "string",
"title": "Workshops"
},
"platform": {
"type": "string",
"title": "Platform"
}
},
"type": "object",
"required": [
"education",
"workshops",
"platform"
],
"title": "Step1"
},
"Step10": {
"properties": {
"sast": {
"type": "string",
"title": "Sast"
},
"local": {
"type": "string",
"title": "Local"
}
},
"type": "object",
"required": [
"sast",
"local"
],
"title": "Step10"
},
"Step11": {
"properties": {
"dast": {
"type": "string",
"title": "Dast"
},
"local": {
"type": "string",
"title": "Local"
}
},
"type": "object",
"required": [
"dast",
"local"
],
"title": "Step11"
},
"Step12": {
"properties": {
"fuzz": {
"type": "string",
"title": "Fuzz"
}
},
"type": "object",
"required": [
"fuzz"
],
"title": "Step12"
},
"Step13": {
"properties": {
"manual": {
"type": "string",
"title": "Manual"
}
},
"type": "object",
"required": [
"manual"
],
"title": "Step13"
},
"Step2": {
"properties": {
"business_education": {
"type": "string",
"title": "Business Education"
},
"resources": {
"type": "string",
"title": "Resources"
}
},
"type": "object",
"required": [
"business_education",
"resources"
],
"title": "Step2"
},
"Step3": {
"properties": {
"culture": {
"type": "string",
"title": "Culture"
},
"embedded": {
"type": "string",
"title": "Embedded"
}
},
"type": "object",
"required": [
"culture",
"embedded"
],
"title": "Step3"
},
"Step4": {
"properties": {
"scanning": {
"type": "string",
"title": "Scanning"
},
"remediation": {
"type": "string",
"title": "Remediation"
}
},
"type": "object",
"required": [
"scanning",
"remediation"
],
"title": "Step4"
},
"Step5": {
"properties": {
"requirements": {
"type": "string",
"title": "Requirements"
},
"documentation": {
"type": "string",
"title": "Documentation"
}
},
"type": "object",
"required": [
"requirements",
"documentation"
],
"title": "Step5"
},
"Step6": {
"properties": {
"quality_bars": {
"type": "string",
"title": "Quality Bars"
}
},
"type": "object",
"required": [
"quality_bars"
],
"title": "Step6"
},
"Step7": {
"properties": {
"threat_modeling": {
"type": "string",
"title": "Threat Modeling"
},
"training": {
"type": "string",
"title": "Training"
}
},
"type": "object",
"required": [
"threat_modeling",
"training"
],
"title": "Step7"
},
"Step8": {
"properties": {
"safeguards": {
"type": "string",
"title": "Safeguards"
}
},
"type": "object",
"required": [
"safeguards"
],
"title": "Step8"
},
"Step9": {
"properties": {
"deprecation": {
"type": "string",
"title": "Deprecation"
},
"response": {
"type": "string",
"title": "Response"
}
},
"type": "object",
"required": [
"deprecation",
"response"
],
"title": "Step9"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Comprehensive platform for evaluating organizational data governance maturity across multiple domains with actionable recommendations and improvement roadmaps.
---
name: Data Governance Maturity Assessment
description: Comprehensive platform for evaluating organizational data governance maturity across multiple domains with actionable recommendations and improvement roadmaps.
---
# Overview
The Data Governance Maturity Assessment API provides organizations with a comprehensive evaluation framework for assessing their data governance capabilities and maturity levels. This platform enables enterprises to benchmark their current governance posture, identify gaps, and receive prioritized recommendations for improvement across key governance domains.
The assessment engine analyzes responses across multiple governance domains, calculates domain-specific and overall maturity scores, and generates a detailed improvement roadmap. Organizations can use this tool to establish baseline measurements, track progress over time, and align governance initiatives with business objectives.
This tool is ideal for compliance officers, data governance teams, enterprise architects, and information security professionals seeking to evaluate and strengthen their organization's data governance framework in alignment with industry standards and best practices.
## Usage
### Sample Request
```json
{
"userId": 12345,
"sessionId": "sess_a1b2c3d4e5f6g7h8",
"timestamp": "2024-01-15T10:30:00Z",
"assessmentData": {
"sessionId": "sess_a1b2c3d4e5f6g7h8",
"timestamp": "2024-01-15T10:30:00Z",
"responses": {
"dataQualityProcesses": 4,
"dataOwnershipClarity": 3,
"accessControlFramework": 4,
"complianceDocumentation": 3,
"metadataManagement": 2,
"dataClassification": 4,
"policyEnforcement": 3,
"incidentResponsePlan": 4
}
}
}
```
### Sample Response
```json
{
"sessionId": "sess_a1b2c3d4e5f6g7h8",
"timestamp": "2024-01-15T10:30:00Z",
"overallScore": 78,
"maturityLevel": "Managed",
"domainScores": [
{
"name": "Data Quality",
"score": 85,
"status": "Strong",
"assessment": "Established processes for data quality monitoring with automated validation rules in place across critical data assets."
},
{
"name": "Data Ownership",
"score": 68,
"status": "Developing",
"assessment": "Data ownership roles are defined but inconsistently applied. Need to strengthen accountability and escalation procedures."
},
{
"name": "Access Control",
"score": 82,
"status": "Strong",
"assessment": "Role-based access controls implemented with regular access reviews. Identity and access management aligned with governance policies."
},
{
"name": "Compliance",
"score": 75,
"status": "Managed",
"assessment": "Compliance requirements documented and mapped to controls. Regular audits conducted with remediation tracking."
},
{
"name": "Metadata Management",
"score": 62,
"status": "Developing",
"assessment": "Basic metadata standards exist but lack comprehensive coverage across data landscape. Metadata governance tooling needed."
},
{
"name": "Data Classification",
"score": 80,
"status": "Strong",
"assessment": "Data classification scheme established and applied to majority of organizational data with sensitivity labeling."
}
],
"recommendations": [
{
"priority": "High",
"title": "Implement Enterprise Metadata Management Platform",
"description": "Deploy centralized metadata repository to catalog data assets, lineage, and governance attributes. Integrate with data discovery tools for improved data governance visibility."
},
{
"priority": "High",
"title": "Strengthen Data Ownership Accountability",
"description": "Establish formal data stewardship program with defined roles, responsibilities, and escalation procedures. Conduct training for data owners and stewards."
},
{
"priority": "Medium",
"title": "Enhance Policy Enforcement Automation",
"description": "Implement automated policy enforcement controls for data access, usage, and movement. Deploy data loss prevention (DLP) tools to monitor policy violations."
},
{
"priority": "Medium",
"title": "Expand Data Classification Coverage",
"description": "Extend classification scheme to cover all data assets including structured and unstructured data. Implement automated classification where feasible."
}
],
"roadmap": "Phase 1 (0-3 months): Establish formal data stewardship program and conduct comprehensive data inventory. Phase 2 (3-6 months): Implement metadata management platform and expand classification coverage. Phase 3 (6-12 months): Deploy automated policy enforcement and conduct governance maturity reassessment."
}
```
## Endpoints
### GET /
**Description:** Root endpoint providing API status and basic information.
**Parameters:** None
**Response:** JSON object with API metadata and available resources.
---
### GET /health
**Description:** Health check endpoint for monitoring API availability and operational status.
**Parameters:** None
**Response:** JSON object indicating service health status (200 OK indicates healthy state).
---
### POST /api/governance/assessment
**Description:** Generate a comprehensive data governance maturity assessment based on organizational assessment responses. Returns overall and domain-specific scores, maturity level classification, actionable recommendations, and improvement roadmap.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| userId | integer | Yes | Unique identifier for the user conducting the assessment |
| sessionId | string | Yes | Unique session identifier for tracking assessment sessions |
| timestamp | string | Yes | ISO 8601 timestamp of assessment initiation (e.g., "2024-01-15T10:30:00Z") |
| assessmentData | object | Yes | Container object for assessment responses and metadata |
| assessmentData.sessionId | string | Yes | Session identifier matching parent sessionId |
| assessmentData.timestamp | string | Yes | Timestamp matching parent timestamp |
| assessmentData.responses | object | No | Key-value pairs of assessment domain responses with numeric scores (0-5 scale recommended) |
**Response Shape:**
```
{
"sessionId": string,
"timestamp": string,
"overallScore": integer (0-100),
"maturityLevel": string (Initial|Developing|Managed|Optimized),
"domainScores": [
{
"name": string,
"score": integer (0-100),
"status": string,
"assessment": string
}
],
"recommendations": [
{
"priority": string (High|Medium|Low),
"title": string,
"description": string
}
],
"roadmap": string
}
```
---
### GET /api/governance/test
**Description:** Test endpoint to verify backend service is operational and responding to requests.
**Parameters:** None
**Response:** JSON object confirming service availability and readiness.
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/compliance/data-governance
- API Docs: https://api.mkkpro.com:8112/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Data Governance Maturity Assessment",
"description": "Comprehensive Data Governance Maturity Assessment Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Root endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/health": {
"get": {
"summary": "Health Check",
"description": "Health check endpoint",
"operationId": "health_check_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/governance/assessment": {
"post": {
"summary": "Generate Assessment",
"description": "Generate comprehensive data governance maturity assessment",
"operationId": "generate_assessment_api_governance_assessment_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentResponse"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/governance/test": {
"get": {
"summary": "Test Endpoint",
"description": "Test endpoint to verify backend is running",
"operationId": "test_endpoint_api_governance_test_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"responses": {
"type": "object",
"title": "Responses",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"AssessmentRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"type": "integer",
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"userId",
"timestamp"
],
"title": "AssessmentRequest"
},
"AssessmentResponse": {
"properties": {
"overallScore": {
"type": "integer",
"title": "Overallscore"
},
"maturityLevel": {
"type": "string",
"title": "Maturitylevel"
},
"domainScores": {
"items": {
"$ref": "#/components/schemas/DomainScore"
},
"type": "array",
"title": "Domainscores"
},
"recommendations": {
"items": {
"$ref": "#/components/schemas/Recommendation"
},
"type": "array",
"title": "Recommendations"
},
"roadmap": {
"type": "string",
"title": "Roadmap"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"overallScore",
"maturityLevel",
"domainScores",
"recommendations",
"roadmap",
"sessionId",
"timestamp"
],
"title": "AssessmentResponse"
},
"DomainScore": {
"properties": {
"name": {
"type": "string",
"title": "Name"
},
"score": {
"type": "integer",
"title": "Score"
},
"status": {
"type": "string",
"title": "Status"
},
"assessment": {
"type": "string",
"title": "Assessment"
}
},
"type": "object",
"required": [
"name",
"score",
"status",
"assessment"
],
"title": "DomainScore"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"Recommendation": {
"properties": {
"priority": {
"type": "string",
"title": "Priority"
},
"title": {
"type": "string",
"title": "Title"
},
"description": {
"type": "string",
"title": "Description"
}
},
"type": "object",
"required": [
"priority",
"title",
"description"
],
"title": "Recommendation"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Comprehensive security assessment and hardening recommendations platform providing compliance framework guidance and critical control evaluation.
---
name: System Hardening Checklist API
description: Comprehensive security assessment and hardening recommendations platform providing compliance framework guidance and critical control evaluation.
---
# Overview
The System Hardening Checklist API is a comprehensive security assessment platform designed to evaluate organizational security posture and generate actionable hardening recommendations. Built for security professionals, compliance officers, and system administrators, this API provides detailed security assessments aligned with industry-leading compliance frameworks.
The platform enables organizations to systematically evaluate their hardening implementation across multiple categories, identify gaps against critical controls, and track compliance progress over time. By integrating assessment data with framework-specific guidance, the API delivers context-aware recommendations tailored to your security baseline and compliance requirements.
Ideal users include security teams conducting internal assessments, compliance managers tracking framework adherence, infrastructure teams implementing hardening standards, and organizations requiring documented evidence of security control implementation for audit purposes.
## Usage
**Assessment Request Example:**
```json
{
"checklistData": {
"sessionId": "sess-20240115-prod-001",
"checklist": {
"access_control": [
"mfa_enabled",
"rbac_implemented",
"service_accounts_managed"
],
"network_security": [
"firewall_configured",
"segmentation_implemented",
"ids_enabled"
],
"encryption": [
"tls_1_2_enforced",
"data_at_rest_encrypted"
]
},
"totalItems": 10,
"implementedItems": 8,
"timestamp": "2024-01-15T14:30:00Z"
},
"sessionId": "sess-20240115-prod-001",
"userId": 12345,
"timestamp": "2024-01-15T14:30:00Z"
}
```
**Assessment Response Example:**
```json
{
"assessmentId": "assess-20240115-001",
"sessionId": "sess-20240115-prod-001",
"status": "completed",
"overallScore": 80,
"compliancePercentage": 80,
"categories": [
{
"name": "access_control",
"score": 85,
"implementedControls": 3,
"totalControls": 4,
"status": "good"
},
{
"name": "network_security",
"score": 75,
"implementedControls": 2,
"totalControls": 3,
"status": "needs_improvement"
},
{
"name": "encryption",
"score": 80,
"implementedControls": 2,
"totalControls": 2,
"status": "good"
}
],
"criticalGaps": [
{
"category": "network_security",
"control": "ids_enabled",
"severity": "high",
"recommendation": "Deploy intrusion detection system across network perimeter"
}
],
"frameworkAlignment": {
"CIS": "Moderate compliance",
"NIST": "Moderate compliance",
"ISO27001": "Adequate controls"
},
"timestamp": "2024-01-15T14:30:15Z"
}
```
## Endpoints
### GET /
**Health Check**
Verifies API availability and service status.
**Method:** GET
**Path:** `/`
**Parameters:** None
**Response:**
```
Status 200: Service operational confirmation
```
---
### POST /api/hardening/assess
**Generate Hardening Assessment Report**
Processes checklist data and generates a comprehensive hardening assessment report with gap analysis, compliance scoring, and framework alignment.
**Method:** POST
**Path:** `/api/hardening/assess`
**Request Body** (required):
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| checklistData | ChecklistData object | Yes | Assessment checklist containing category implementation status |
| sessionId | string | Yes | Unique session identifier for tracking |
| userId | integer or null | No | User identifier for audit logging |
| timestamp | string | Yes | ISO 8601 timestamp of assessment initiation |
**ChecklistData Schema:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| sessionId | string | Yes | Session identifier matching parent request |
| checklist | object | Yes | Key-value mapping of categories to implemented control arrays |
| totalItems | integer | Yes | Total number of security controls in scope |
| implementedItems | integer | Yes | Number of controls currently implemented |
| timestamp | string | Yes | ISO 8601 timestamp of checklist completion |
**Response:**
```
Status 200: Assessment report with scoring, category analysis, critical gaps, and framework alignment
Status 422: Validation error with details on missing/invalid fields
```
---
### GET /api/hardening/categories
**Retrieve Available Hardening Categories**
Returns the complete list of hardening assessment categories supported by the API.
**Method:** GET
**Path:** `/api/hardening/categories`
**Parameters:** None
**Response:**
```
Status 200: Array of category objects with descriptions and control counts
```
---
### GET /api/hardening/frameworks
**Retrieve Compliance Frameworks**
Returns information on supported compliance frameworks including CIS Controls, NIST Cybersecurity Framework, ISO 27001, and others.
**Method:** GET
**Path:** `/api/hardening/frameworks`
**Parameters:** None
**Response:**
```
Status 200: Array of framework objects with details, versions, and mapping guidance
```
---
### GET /api/hardening/critical-controls
**Retrieve Critical Controls by Category**
Returns categorized critical security controls that require priority implementation.
**Method:** GET
**Path:** `/api/hardening/critical-controls`
**Parameters:** None
**Response:**
```
Status 200: Nested object structure with categories and associated critical controls with severity levels
```
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/hardening/system-checklist
- **API Docs:** https://api.mkkpro.com:8111/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "System Hardening Checklist API",
"description": "Comprehensive Security Assessment and Hardening Recommendations Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/hardening/assess": {
"post": {
"summary": "Assess Hardening",
"description": "Generate comprehensive hardening assessment report",
"operationId": "assess_hardening_api_hardening_assess_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/hardening/categories": {
"get": {
"summary": "Get Categories",
"description": "Get available hardening categories",
"operationId": "get_categories_api_hardening_categories_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/hardening/frameworks": {
"get": {
"summary": "Get Frameworks",
"description": "Get compliance frameworks information",
"operationId": "get_frameworks_api_hardening_frameworks_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/hardening/critical-controls": {
"get": {
"summary": "Get Critical Controls",
"description": "Get critical controls by category",
"operationId": "get_critical_controls_api_hardening_critical_controls_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentRequest": {
"properties": {
"checklistData": {
"$ref": "#/components/schemas/ChecklistData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"checklistData",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"ChecklistData": {
"properties": {
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"checklist": {
"additionalProperties": {
"items": {
"type": "string"
},
"type": "array"
},
"type": "object",
"title": "Checklist"
},
"totalItems": {
"type": "integer",
"title": "Totalitems"
},
"implementedItems": {
"type": "integer",
"title": "Implementeditems"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"checklist",
"totalItems",
"implementedItems",
"timestamp"
],
"title": "ChecklistData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generate personalized career roadmaps for AI incident response professionals with specialized learning paths and skill assessments.
---
name: AI Incident Response Roadmap
description: Generate personalized career roadmaps for AI incident response professionals with specialized learning paths and skill assessments.
---
# Overview
The AI Incident Response Roadmap platform is a professional career development tool designed to help security professionals build expertise in AI-driven incident response. This platform assesses your current background, technical skills, and career goals to generate a personalized roadmap tailored to your experience level and objectives.
The tool provides structured learning paths, identifies specialization opportunities in emerging AI security domains, and tracks your progression through validated skill assessments. Whether you're transitioning from general cybersecurity into AI incident response or deepening expertise in specific specialization areas, this platform delivers actionable guidance aligned with industry standards.
Ideal users include security engineers, incident responders, SOC analysts, threat hunters, and CISSP/CISM professionals seeking to advance their capabilities in AI security and incident response automation.
## Usage
### Example Request
```json
{
"assessmentData": {
"background": {
"yearsExperience": 5,
"currentRole": "Security Engineer",
"certifications": ["Security+", "CEH"]
},
"skills": {
"threatAnalysis": "intermediate",
"incidentResponse": "intermediate",
"pythonProgramming": "beginner",
"cloudSecurity": "intermediate"
},
"goals": {
"targetRole": "AI Incident Response Specialist",
"timeline": "12 months",
"focusAreas": ["automation", "ml-detection", "forensics"]
},
"sessionId": "sess_abc123def456",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_abc123def456",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z"
}
```
### Example Response
```json
{
"roadmapId": "roadmap_xyz789",
"userId": 12345,
"status": "success",
"personalized_roadmap": {
"phases": [
{
"phase": 1,
"title": "Foundation Building",
"duration": "3 months",
"skills": [
"Python for Security Automation",
"AI/ML Fundamentals",
"Incident Response Frameworks"
],
"resources": [
"SANS Cyber Aces Python Course",
"Google Machine Learning Crash Course",
"NIST IR Guidelines"
],
"milestones": [
"Complete Python automation project",
"Understand ML model basics",
"Review NIST IR processes"
]
},
{
"phase": 2,
"title": "Specialization",
"duration": "6 months",
"skills": [
"ML-Based Threat Detection",
"Automated Forensics",
"AI Model Interpretability"
],
"resources": [
"Advanced threat detection labs",
"Forensics case studies",
"MLOps for Security"
],
"milestones": [
"Build custom detection model",
"Complete forensics case study",
"Implement detection automation"
]
},
{
"phase": 3,
"title": "Expert Mastery",
"duration": "3 months",
"skills": [
"AI Incident Response Leadership",
"Advanced Automation Orchestration",
"Emerging Threats Research"
]
}
],
"specialization": "ML-Driven Detection & Response",
"estimatedCompletion": "2024-12-15",
"nextSteps": [
"Enroll in Python automation course",
"Set up ML lab environment",
"Join AI security community"
]
},
"timestamp": "2024-01-15T10:35:22Z"
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Verifies API availability and service status.
**Parameters:** None
**Response:**
- **Status:** 200 OK
- **Content-Type:** application/json
- **Body:** Empty object or service status object
---
### POST /api/ai-ir/roadmap
**Generate Roadmap**
Generates a personalized AI incident response career roadmap based on user assessment data.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | AssessmentData object | Yes | User assessment containing background, skills, and goals |
| assessmentData.background | Object | No | Professional background details (years of experience, current role, etc.) |
| assessmentData.skills | Object | No | Current technical skills and proficiency levels |
| assessmentData.goals | Object | No | Career goals and target specializations |
| assessmentData.sessionId | String | Yes | Unique session identifier |
| assessmentData.timestamp | String | Yes | ISO 8601 timestamp of assessment |
| sessionId | String | Yes | Request session identifier |
| userId | Integer/Null | No | Unique user identifier |
| timestamp | String | Yes | ISO 8601 timestamp of request |
**Response:**
- **Status:** 200 OK
- **Content-Type:** application/json
- **Body:** Personalized roadmap with phases, specialization path, learning resources, and milestones
**Error Responses:**
- **422 Unprocessable Entity:** Validation error in request body. Returns HTTPValidationError with field-specific error details.
---
### GET /api/ai-ir/specializations
**Get Specializations**
Retrieves all available specialization paths in AI incident response.
**Parameters:** None
**Response:**
- **Status:** 200 OK
- **Content-Type:** application/json
- **Body:** Array of specialization objects containing specialization name, description, required skills, and prerequisites
---
### GET /api/ai-ir/learning-paths
**Get Learning Paths**
Retrieves all available learning paths and modules for AI incident response training.
**Parameters:** None
**Response:**
- **Status:** 200 OK
- **Content-Type:** application/json
- **Body:** Array of learning path objects containing path title, modules, estimated duration, skill prerequisites, and resources
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/career/ai-incident-response
- **API Docs:** https://api.mkkpro.com:8110/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "AI Incident Response Roadmap",
"description": "Professional AI Incident Response Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ai-ir/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized AI incident response roadmap",
"operationId": "generate_roadmap_api_ai_ir_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/ai-ir/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_ai_ir_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ai-ir/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_ai_ir_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"background": {
"type": "object",
"title": "Background",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generates personalized cybersecurity learning paths based on experience level, goals, and learning preferences.
---
name: Cyber Security Roadmap
description: Generates personalized cybersecurity learning paths based on experience level, goals, and learning preferences.
---
# Overview
The Cyber Security Roadmap API is a comprehensive learning path generator designed to help security professionals and aspiring cybersecurity practitioners build structured, personalized career development plans. By assessing your current experience level, technical knowledge, security background, career goals, and learning preferences, the API generates tailored roadmaps that guide you through the skills and certifications needed to advance in cybersecurity.
This tool is ideal for career changers entering security, professionals seeking specialization in specific domains (threat analysis, compliance, incident response, etc.), and organizations building security training programs for their teams. The API combines industry-standard frameworks with adaptive learning pathways to create realistic, achievable progression plans.
Whether you're starting from zero experience or looking to deepen expertise in a specific cybersecurity domain, the Cyber Security Roadmap API provides the structured guidance needed to achieve your professional goals efficiently.
## Usage
### Sample Request
```json
{
"assessmentData": {
"experience_level": "intermediate",
"knowledge": [
"networking",
"linux",
"python"
],
"security_experience": [
"network monitoring",
"vulnerability scanning"
],
"goals": [
"penetration testing",
"incident response"
],
"time_commitment": "10-15 hours/week",
"learning_preferences": [
"hands-on labs",
"video courses",
"certifications"
],
"sessionId": "sess-12345-abcde",
"timestamp": "2025-01-15T10:30:00Z"
},
"sessionId": "sess-12345-abcde",
"userId": 42,
"timestamp": "2025-01-15T10:30:00Z"
}
```
### Sample Response
```json
{
"roadmap_id": "rm-789xyz",
"user_id": 42,
"experience_level": "intermediate",
"specialization": "penetration testing",
"milestones": [
{
"phase": 1,
"title": "Foundation Strengthening",
"duration_weeks": 4,
"topics": [
"advanced networking concepts",
"web application architecture",
"security testing fundamentals"
],
"certifications": [
"CompTIA Security+"
],
"estimated_hours": 40
},
{
"phase": 2,
"title": "Penetration Testing Essentials",
"duration_weeks": 8,
"topics": [
"reconnaissance techniques",
"scanning and enumeration",
"exploitation methods",
"post-exploitation"
],
"certifications": [
"CEH (Certified Ethical Hacker)"
],
"estimated_hours": 80,
"labs": [
"HackTheBox",
"TryHackMe"
]
},
{
"phase": 3,
"title": "Advanced Specialization",
"duration_weeks": 12,
"topics": [
"advanced exploitation",
"web application pentesting",
"reporting and remediation"
],
"certifications": [
"OSCP (Offensive Security Certified Professional)"
],
"estimated_hours": 200,
"labs": [
"OSCP Lab Environment"
]
}
],
"recommended_resources": [
{
"title": "Penetration Testing with Kali Linux",
"type": "course",
"platform": "Udemy",
"estimated_duration": "40 hours"
},
{
"title": "Web Security Academy",
"type": "labs",
"platform": "PortSwigger",
"estimated_duration": "60 hours"
}
],
"total_estimated_duration_weeks": 24,
"created_at": "2025-01-15T10:30:00Z"
}
```
## Endpoints
### GET /
**Health Check**
Verifies that the API is operational and accessible.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| — | — | — | No parameters required |
**Response:** Returns HTTP 200 with service status.
---
### POST /api/cybersecurity/roadmap
**Generate Personalized Roadmap**
Generates a comprehensive, personalized cybersecurity learning roadmap based on the provided assessment data.
**Request Body:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `assessmentData` | `AssessmentData` object | Yes | Learner assessment details including experience level, knowledge, goals, and preferences |
| `sessionId` | string | Yes | Unique session identifier for tracking this request |
| `userId` | integer or null | No | Optional user identifier for authenticated requests |
| `timestamp` | string | Yes | ISO 8601 timestamp of the request |
**AssessmentData object:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `experience_level` | string | Yes | Current skill level: "beginner", "intermediate", "advanced", or "expert" |
| `knowledge` | array of strings | No | List of technical areas already understood (e.g., "networking", "linux", "python") |
| `security_experience` | array of strings | No | List of security-related experience (e.g., "network monitoring", "incident response") |
| `goals` | array of strings | No | Career goals and specializations sought (e.g., "penetration testing", "compliance", "threat analysis") |
| `time_commitment` | string | Yes | Available weekly learning time (e.g., "5-10 hours/week", "15+ hours/week") |
| `learning_preferences` | array of strings | No | Preferred learning modalities (e.g., "hands-on labs", "video courses", "certifications", "books") |
| `sessionId` | string | Yes | Session identifier matching request-level sessionId |
| `timestamp` | string | Yes | ISO 8601 timestamp |
**Response (HTTP 200):**
Returns a personalized roadmap object containing:
- Phased milestones with duration and topic recommendations
- Relevant certifications for each phase
- Recommended learning resources (courses, labs, books)
- Estimated total completion time
- Specialization path based on goals
**Error Response (HTTP 422):**
Returns validation errors if required fields are missing or malformed.
---
### GET /api/cybersecurity/specializations
**Retrieve Available Specializations**
Lists all available cybersecurity specialization paths offered by the roadmap engine.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| — | — | — | No parameters required |
**Response (HTTP 200):**
Returns an array of specialization objects, each containing:
- Specialization name and description
- Required foundational knowledge
- Typical duration
- Associated certifications
- Career roles aligned with this path
Example specializations: Penetration Testing, Security Architecture, Incident Response, Cloud Security, Compliance & Governance, Threat Intelligence, Application Security.
---
### GET /api/cybersecurity/learning-paths
**Retrieve All Learning Paths**
Fetches the complete catalog of available learning paths, including difficulty levels and prerequisites.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| — | — | — | No parameters required |
**Response (HTTP 200):**
Returns an array of learning path objects, each containing:
- Path identifier and title
- Description and learning outcomes
- Difficulty level (beginner, intermediate, advanced)
- Prerequisites
- Recommended duration
- Associated learning modules and resources
- Certification mappings
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
---
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
---
## References
- **Kong Route:** https://api.mkkpro.com/career/cybersec-roadmap-v2
- **API Docs:** https://api.mkkpro.com:8109/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Cyber Security Roadmap",
"description": "Comprehensive Cybersecurity Learning Path Generator",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/cybersecurity/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized cybersecurity roadmap",
"operationId": "generate_roadmap_api_cybersecurity_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/cybersecurity/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_cybersecurity_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/cybersecurity/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_cybersecurity_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience_level": {
"type": "string",
"title": "Experience Level"
},
"knowledge": {
"items": {
"type": "string"
},
"type": "array",
"title": "Knowledge",
"default": []
},
"security_experience": {
"items": {
"type": "string"
},
"type": "array",
"title": "Security Experience",
"default": []
},
"goals": {
"items": {
"type": "string"
},
"type": "array",
"title": "Goals",
"default": []
},
"time_commitment": {
"type": "string",
"title": "Time Commitment"
},
"learning_preferences": {
"items": {
"type": "string"
},
"type": "array",
"title": "Learning Preferences",
"default": []
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"experience_level",
"time_commitment",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generate personalized cybersecurity transformation roadmaps based on Microsoft's 5-point blueprint for GenAI-driven cyber defense.
---
name: GenAI Cybersecurity Roadmap API
description: Generate personalized cybersecurity transformation roadmaps based on Microsoft's 5-point blueprint for GenAI-driven cyber defense.
---
# Overview
The GenAI Cybersecurity Roadmap API generates comprehensive, personalized transformation roadmaps for organizations seeking to integrate artificial intelligence into their cybersecurity programs. Built on Microsoft's proven five-point blueprint for GenAI-driven public sector cyber defense, this API analyzes your current security posture, organizational context, and transformation goals to deliver a detailed, actionable roadmap.
This tool is designed for security leaders, CISOs, and enterprise teams who need to strategically plan their GenAI cybersecurity transformation. It processes organizational assessment data—including maturity levels, current challenges, and objectives—and outputs a structured blueprint with implementation phases, resource requirements, success metrics, and risk mitigation strategies.
Whether you're in the early stages of AI adoption or scaling an existing program, this API provides the strategic guidance needed to align GenAI initiatives with security outcomes and organizational capacity.
## Usage
### Sample Request
```json
{
"assessmentData": {
"organizationInfo": {
"name": "Federal Defense Agency",
"type": "Government",
"region": "North America",
"size": "5000+"
},
"currentPosture": {
"maturityLevel": 2,
"challenges": [
"Legacy infrastructure",
"Limited AI expertise",
"Budget constraints",
"Regulatory compliance complexity"
],
"currentAI": "Minimal—basic log analysis tools only"
},
"transformationGoals": {
"objectives": [
"Deploy AI-powered threat detection",
"Automate incident response",
"Improve threat intelligence",
"Reduce mean time to detection (MTTD)"
],
"timeline": "24 months",
"budget": "$5M"
},
"additionalInfo": {
"email": "[email protected]",
"concerns": "Data sovereignty, vendor lock-in, skill gaps in team"
},
"sessionId": "sess_abc123def456",
"timestamp": "2025-01-15T10:30:00Z"
},
"sessionId": "sess_abc123def456",
"userId": 1001,
"timestamp": "2025-01-15T10:30:00Z",
"userInfo": {
"role": "CISO",
"department": "Cybersecurity"
}
}
```
### Sample Response
```json
{
"sessionId": "sess_abc123def456",
"organizationProfile": {
"name": "Federal Defense Agency",
"type": "Government",
"region": "North America",
"size": "5000+",
"currentMaturity": "Level 2 (Developing)"
},
"executiveSummary": "Your organization is positioned to transition from ad-hoc cybersecurity practices to AI-driven defense. Over 24 months with $5M investment, implement a phased approach focusing first on threat detection and automation, then scaling to predictive intelligence. Success requires team upskilling, vendor partnerships, and iterative capability maturation.",
"blueprintPoints": [
{
"title": "AI-Powered Threat Detection",
"priority": "Critical",
"description": "Deploy machine learning models for real-time threat identification across network, endpoint, and cloud infrastructure.",
"actions": [
"Assess current SIEM and data lake capabilities",
"Select ML platform and threat detection framework",
"Label historical security data for model training",
"Deploy initial detection models in sandbox environment"
],
"outcomes": [
"50% improvement in detection coverage",
"Automated alerting for anomalies",
"Reduction in false positives by 30%"
],
"timeline": "Months 1-6"
},
{
"title": "Automated Incident Response",
"priority": "High",
"description": "Implement orchestration and automation to execute rapid response actions without human intervention for routine incidents.",
"actions": [
"Define incident playbooks for high-frequency scenarios",
"Integrate SOAR platform with security tools",
"Build automation workflows for containment and evidence collection",
"Establish human-in-the-loop approval for critical actions"
],
"outcomes": [
"60% reduction in mean time to response (MTTR)",
"Consistent playbook execution",
"Freed analyst capacity for complex investigations"
],
"timeline": "Months 4-10"
},
{
"title": "Predictive Intelligence & Risk Scoring",
"priority": "High",
"description": "Build ML models to forecast emerging threats and assign risk scores to assets, users, and activities.",
"actions": [
"Integrate threat intelligence feeds",
"Develop risk scoring models",
"Create dashboard for predictive insights",
"Train analysts on new intelligence products"
],
"outcomes": [
"Proactive identification of at-risk assets",
"Improved resource prioritization",
"Strategic threat landscape visibility"
],
"timeline": "Months 7-14"
},
{
"title": "Organizational Capability & Culture",
"priority": "High",
"description": "Upskill security teams in AI/ML fundamentals, establish governance frameworks, and foster a data-driven security culture.",
"actions": [
"Launch AI/ML training program for security staff",
"Establish AI Governance Board",
"Develop policies for AI model validation and bias testing",
"Create feedback loops for model improvement"
],
"outcomes": [
"50+ staff trained in AI fundamentals",
"Transparent governance framework",
"Sustainable capability maturation"
],
"timeline": "Months 1-24 (continuous)"
},
{
"title": "Data Strategy & Infrastructure",
"priority": "Critical",
"description": "Establish secure, scalable data infrastructure to support AI/ML workloads while maintaining compliance and data sovereignty.",
"actions": [
"Assess data quality and completeness",
"Build or enhance data lake on-premises or compliant cloud",
"Implement data governance and lineage tracking",
"Establish retention policies and compliance controls"
],
"outcomes": [
"Unified security data repository",
"Improved data quality",
"Compliance with regulatory requirements"
],
"timeline": "Months 1-8"
}
],
"implementationPlan": {
"phases": [
{
"name": "Phase 1: Foundation & Assessment",
"duration": "Months 1-3",
"activities": [
"Conduct detailed inventory of security tools and data sources",
"Assess team skills and identify training gaps",
"Select AI/ML platform and threat detection vendor",
"Begin data pipeline development",
"Establish governance and steering committee"
]
},
{
"name": "Phase 2: Threat Detection & Quick Wins",
"duration": "Months 4-8",
"activities": [
"Deploy initial ML-powered threat detection models",
"Integrate SIEM with detection framework",
"Launch security team training program",
"Complete data lake Phase 1 deployment",
"Achieve first detections from AI models"
]
},
{
"name": "Phase 3: Automation & Scaling",
"duration": "Months 9-16",
"activities": [
"Deploy SOAR platform and automation workflows",
"Expand threat detection to cloud and endpoint",
"Launch predictive risk scoring models",
"Implement continuous model monitoring",
"Scale team training to advanced topics"
]
},
{
"name": "Phase 4: Optimization & Continuous Improvement",
"duration": "Months 17-24",
"activities": [
"Refine models based on operational feedback",
"Expand automation to investigative workflows",
"Implement advanced analytics and reporting",
"Achieve sustainable operations and ROI",
"Plan Phase 2 expansion initiatives"
]
}
]
},
"resourceRequirements": {
"estimatedBudget": "$5,000,000 over 24 months",
"teamRequirements": [
"1 AI/ML Program Lead (new hire or promotion)",
"2 Machine Learning Engineers",
"3 Security Data Scientists",
"2 Data Engineers",
"1 AI Governance Officer",
"Upskilling for 15+ existing analysts and architects",
"Executive sponsor from leadership"
],
"technologyStack": [
"ML Platform (e.g., Azure ML, AWS SageMaker, on-prem Kubernetes)",
"Enhanced SIEM (e.g., Splunk, Elastic, ArcSight)",
"SOAR/Automation (e.g., Splunk Phantom, Palo Alto Cortex XSOAR)",
"Data Lake (e.g., Databricks, Cloudera, on-prem Hadoop/Spark)",
"Threat Intelligence Feeds (multiple vendors)",
"Model Registry & MLOps (e.g., MLflow, Kubeflow)",
"Monitoring & Observability (e.g., Datadog, New Relic)"
]
},
"successMetrics": [
"Reduce mean time to detection (MTTD) from 200+ days to <45 days",
"Reduce mean time to response (MTTR) by 60%",
"Increase detection coverage by 50%",
"Reduce false positive rate by 40%",
"Achieve 80% analyst satisfaction with AI-assisted workflows",
"Train 50+ staff in AI/ML fundamentals",
"Validate and deploy 5+ production ML models",
"Achieve 99.5% uptime for critical detection systems"
],
"riskMitigation": [
"Model Bias & Fairness: Establish rigorous testing protocols; audit models quarterly for demographic bias; maintain human review for sensitive decisions.",
"Data Quality: Implement data validation pipelines; tag training data with quality indicators; establish data stewardship roles.",
"Vendor Lock-in: Evaluate multi-cloud options; prioritize open-source and portable models; negotiate exit clauses in vendor contracts.",
"Regulatory Compliance: Document AI decision logic; maintain audit trails; ensure explainability for compliance reviews; engage legal early.",
"Skill Gaps: Invest in team training early; hire external expertise for first implementations; establish knowledge transfer protocols.",
"Integration Complexity: Use APIs and middleware for tool integration; pilot new integrations in test environments; plan for incremental rollout.",
"Change Management: Communicate benefits clearly; provide hands-on training; celebrate early wins; iterate based on feedback."
],
"recommendations": [
"Start with high-volume, repeatable threats (e.g., malware detection, anomalous logon patterns) to demonstrate quick ROI.",
"Invest heavily in data quality and governance from day one—poor data is the #1 failure factor for AI initiatives.",
"Establish an AI Governance Board early to own model validation, bias testing, and compliance integration.",
"Build partnerships with cloud providers and vendors who offer managed AI services to accelerate deployment.",
"Plan for model retraining and monitoring from the beginning; static models degrade in production.",
"Communicate success stories and early wins to maintain leadership and team momentum.",
"Allocate 15-20% of budget to training and organizational change management."
],
"generatedAt": "2025-01-15T10:35:22Z"
}
```
## Endpoints
### GET /
**Root endpoint**
Returns basic API information.
**Parameters:** None
**Response:**
```json
{
"message": "GenAI Cybersecurity Roadmap API"
}
```
---
### GET /health
**Health Check**
Verifies the API is operational and ready to process requests.
**Parameters:** None
**Response:**
```json
{
"status": "healthy",
"timestamp": "2025-01-15T10:35:22Z"
}
```
---
### POST /api/genai/cybersecurity-roadmap
**Generate Roadmap**
Generates a personalized GenAI cybersecurity transformation roadmap based on organizational assessment data. This endpoint is the core of the API and processes comprehensive assessment inputs to deliver a structured blueprint aligned with Microsoft's five-point cybersecurity strategy.
**Request Headers:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `x-session-id` | string | Optional | Unique session identifier for tracking and correlation |
| `x-user-id` | string | Optional | User identifier for audit logging |
| `Content-Type` | string | Required | Must be `application/json` |
**Request Body Schema (RoadmapRequest):**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `assessmentData` | AssessmentData | Yes | Core assessment containing organization, posture, and goals |
| `sessionId` | string | Yes | Unique session identifier |
| `userId` | integer | Yes | User ID initiating the request |
| `timestamp` | string | Yes | ISO 8601 timestamp of request |
| `userInfo` | object | No | Optional user metadata (role, department, etc.) |
**AssessmentData Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `organizationInfo` | OrganizationInfo | Yes | Organization details |
| `currentPosture` | CurrentPosture | Yes | Current security posture and maturity |
| `transformationGoals` | TransformationGoals | Yes | Desired transformation objectives |
| `additionalInfo` | AdditionalInfo | Yes | Contact and concern information |
| `sessionId` | string | Yes | Session identifier |
| `timestamp` | string | Yes | ISO 8601 timestamp |
**OrganizationInfo Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `name` | string | Yes | Organization name |
| `type` | string | Yes | Organization type (e.g., "Government", "Enterprise", "Financial") |
| `region` | string | Yes | Geographic region (e.g., "North America", "EMEA") |
| `size` | string | Yes | Organization size (e.g., "5000+", "1000-5000") |
**CurrentPosture Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `maturityLevel` | integer (1-5) | Yes | Current security maturity level (1=Initial, 5=Optimized) |
| `challenges` | array of strings | Yes | List of current security challenges |
| `currentAI` | string | Yes | Description of current AI/ML usage in security |
**TransformationGoals Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `objectives` | array of strings | Yes | List of transformation objectives |
| `timeline` | string | Yes | Target timeline (e.g., "24 months") |
| `budget` | string | Yes | Allocated budget range |
**AdditionalInfo Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `email` | string | No | Contact email address |
| `concerns` | string | No | Additional concerns or constraints |
**Response Schema (RoadmapResponse):**
| Field | Type | Description |
|-------|------|-------------|
| `sessionId` | string | Echo of session ID for correlation |
| `organizationProfile` | object | Key-value pairs summarizing organization context |
| `executiveSummary` | string | High-level narrative summary of the roadmap |
| `blueprintPoints` | array of BlueprintPoint | Microsoft's five-point blueprint tailored to your organization |
| `implementationPlan` | ImplementationPlan | Phased implementation schedule with activities |
| `resourceRequirements` | ResourceRequirements | Budget, team, and technology requirements |
| `successMetrics` | array of strings | Quantifiable KPIs and success criteria |
| `riskMitigation` | array of strings | Risk identification and mitigation strategies |
| `recommendations` | array of strings | Strategic recommendations and best practices |
| `generatedAt` | string | ISO 8601 timestamp when roadmap was generated |
**BlueprintPoint Schema:**
| Field | Type | Description |
|-------|------|-------------|
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "GenAI Cybersecurity Roadmap API",
"description": "Generate personalized cybersecurity transformation roadmaps based on Microsoft's 5-point blueprint",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Root endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/health": {
"get": {
"summary": "Health Check",
"description": "Health check endpoint",
"operationId": "health_check_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/genai/cybersecurity-roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized GenAI cybersecurity transformation roadmap\n\nThis endpoint processes organizational assessment data and generates\na comprehensive transformation roadmap following Microsoft's five-point\nblueprint for GenAI-driven public sector cyber defense.",
"operationId": "generate_roadmap_api_genai_cybersecurity_roadmap_post",
"parameters": [
{
"name": "x-session-id",
"in": "header",
"required": false,
"schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "X-Session-Id"
}
},
{
"name": "x-user-id",
"in": "header",
"required": false,
"schema": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "X-User-Id"
}
}
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
}
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapResponse"
}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/genai/test": {
"get": {
"summary": "Test Endpoint",
"description": "Test endpoint to verify API is responding",
"operationId": "test_endpoint_api_genai_test_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AdditionalInfo": {
"properties": {
"concerns": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Concerns",
"default": ""
},
"email": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Email",
"default": ""
}
},
"type": "object",
"title": "AdditionalInfo"
},
"AssessmentData": {
"properties": {
"organizationInfo": {
"$ref": "#/components/schemas/OrganizationInfo"
},
"currentPosture": {
"$ref": "#/components/schemas/CurrentPosture"
},
"transformationGoals": {
"$ref": "#/components/schemas/TransformationGoals"
},
"additionalInfo": {
"$ref": "#/components/schemas/AdditionalInfo"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"organizationInfo",
"currentPosture",
"transformationGoals",
"additionalInfo",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"BlueprintPoint": {
"properties": {
"title": {
"type": "string",
"title": "Title"
},
"priority": {
"type": "string",
"title": "Priority"
},
"description": {
"type": "string",
"title": "Description"
},
"actions": {
"items": {
"type": "string"
},
"type": "array",
"title": "Actions"
},
"outcomes": {
"items": {
"type": "string"
},
"type": "array",
"title": "Outcomes"
},
"timeline": {
"type": "string",
"title": "Timeline"
}
},
"type": "object",
"required": [
"title",
"priority",
"description",
"actions",
"outcomes",
"timeline"
],
"title": "BlueprintPoint"
},
"CurrentPosture": {
"properties": {
"maturityLevel": {
"type": "integer",
"maximum": 5.0,
"minimum": 1.0,
"title": "Maturitylevel"
},
"challenges": {
"items": {
"type": "string"
},
"type": "array",
"title": "Challenges"
},
"currentAI": {
"type": "string",
"title": "Currentai"
}
},
"type": "object",
"required": [
"maturityLevel",
"challenges",
"currentAI"
],
"title": "CurrentPosture"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ImplementationPhase": {
"properties": {
"name": {
"type": "string",
"title": "Name"
},
"duration": {
"type": "string",
"title": "Duration"
},
"activities": {
"items": {
"type": "string"
},
"type": "array",
"title": "Activities"
}
},
"type": "object",
"required": [
"name",
"duration",
"activities"
],
"title": "ImplementationPhase"
},
"ImplementationPlan": {
"properties": {
"phases": {
"items": {
"$ref": "#/components/schemas/ImplementationPhase"
},
"type": "array",
"title": "Phases"
}
},
"type": "object",
"required": [
"phases"
],
"title": "ImplementationPlan"
},
"OrganizationInfo": {
"properties": {
"name": {
"type": "string",
"title": "Name"
},
"type": {
"type": "string",
"title": "Type"
},
"region": {
"type": "string",
"title": "Region"
},
"size": {
"type": "string",
"title": "Size"
}
},
"type": "object",
"required": [
"name",
"type",
"region",
"size"
],
"title": "OrganizationInfo"
},
"ResourceRequirements": {
"properties": {
"estimatedBudget": {
"type": "string",
"title": "Estimatedbudget"
},
"teamRequirements": {
"items": {
"type": "string"
},
"type": "array",
"title": "Teamrequirements"
},
"technologyStack": {
"items": {
"type": "string"
},
"type": "array",
"title": "Technologystack"
}
},
"type": "object",
"required": [
"estimatedBudget",
"teamRequirements",
"technologyStack"
],
"title": "ResourceRequirements"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"type": "integer",
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
},
"userInfo": {
"anyOf": [
{
"type": "object"
},
{
"type": "null"
}
],
"title": "Userinfo"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"userId",
"timestamp"
],
"title": "RoadmapRequest"
},
"RoadmapResponse": {
"properties": {
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"organizationProfile": {
"additionalProperties": {
"type": "string"
},
"type": "object",
"title": "Organizationprofile"
},
"executiveSummary": {
"type": "string",
"title": "Executivesummary"
},
"blueprintPoints": {
"items": {
"$ref": "#/components/schemas/BlueprintPoint"
},
"type": "array",
"title": "Blueprintpoints"
},
"implementationPlan": {
"$ref": "#/components/schemas/ImplementationPlan"
},
"resourceRequirements": {
"$ref": "#/components/schemas/ResourceRequirements"
},
"successMetrics": {
"items": {
"type": "string"
},
"type": "array",
"title": "Successmetrics"
},
"riskMitigation": {
"items": {
"type": "string"
},
"type": "array",
"title": "Riskmitigation"
},
"recommendations": {
"items": {
"type": "string"
},
"type": "array",
"title": "Recommendations"
},
"generatedAt": {
"type": "string",
"title": "Generatedat"
}
},
"type": "object",
"required": [
"sessionId",
"organizationProfile",
"executiveSummary",
"blueprintPoints",
"implementationPlan",
"resourceRequirements",
"successMetrics",
"riskMitigation",
"recommendations",
"generatedAt"
],
"title": "RoadmapResponse"
},
"TransformationGoals": {
"properties": {
"objectives": {
"items": {
"type": "string"
},
"type": "array",
"title": "Objectives"
},
"timeline": {
"type": "string",
"title": "Timeline"
},
"budget": {
"type": "string",
"title": "Budget"
}
},
"type": "object",
"required": [
"objectives",
"timeline",
"budget"
],
"title": "TransformationGoals"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Comprehensive evaluation of incident response capabilities with maturity scoring and phase-based assessment framework.
---
name: IR Readiness Assessment
description: Comprehensive evaluation of incident response capabilities with maturity scoring and phase-based assessment framework.
---
# Overview
The IR Readiness Assessment API provides organizations with a structured, comprehensive evaluation of their incident response capabilities. This tool enables security teams to benchmark their IR maturity against industry standards, identify capability gaps, and track improvement over time through scored assessments across defined IR phases.
Built for security professionals who need to understand and improve their organization's ability to detect, respond to, and recover from security incidents, this API delivers objective maturity scoring based on detailed questionnaire responses. The assessment framework covers the full incident response lifecycle and provides actionable insights aligned with NIST, SANS, and industry best practices.
Ideal users include Chief Information Security Officers (CISOs), incident response managers, security consultants, and organizations undergoing compliance audits or maturity improvement programs.
## Usage
### Example Request
```json
{
"sessionId": "ir-assessment-2024-001",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z",
"assessmentData": {
"sessionId": "ir-assessment-2024-001",
"timestamp": "2024-01-15T10:30:00Z",
"responses": {
"q1_preparation": 4,
"q2_detection": 3,
"q3_containment": 3,
"q4_eradication": 2,
"q5_recovery": 2,
"q6_lessons_learned": 1,
"q7_tools_integration": 4,
"q8_team_training": 2
}
}
}
```
### Example Response
```json
{
"sessionId": "ir-assessment-2024-001",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z",
"maturityScore": 2.625,
"maturityLevel": "Defined",
"phaseScores": {
"preparation": 4.0,
"detection": 3.0,
"containment": 3.0,
"eradication": 2.0,
"recovery": 2.0,
"lessons_learned": 1.0
},
"assessment_summary": {
"overall_maturity": "Defined",
"strengths": ["Strong preparation capabilities", "Good detection mechanisms"],
"gaps": ["Eradication processes need improvement", "Recovery procedures incomplete"],
"recommendations": [
"Develop formalized eradication procedures",
"Enhance recovery plan documentation",
"Increase team training frequency"
]
},
"complianceMapping": {
"nist_csf": "Respond.RP",
"iso27035": "Maturity Level 2"
}
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Verifies API availability and basic connectivity.
**Method:** `GET`
**Path:** `/`
**Parameters:** None
**Response:** JSON object confirming service status.
---
### POST /api/ir-assessment/evaluate
**Evaluate IR Readiness Assessment**
Processes assessment responses and returns comprehensive maturity scoring, phase-based breakdowns, gap analysis, and recommendations.
**Method:** `POST`
**Path:** `/api/ir-assessment/evaluate`
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `sessionId` | string | Yes | Unique identifier for the assessment session |
| `userId` | integer | No | Identifier of the user conducting the assessment |
| `timestamp` | string | Yes | ISO 8601 timestamp of the assessment submission |
| `assessmentData` | object | Yes | Container for assessment response data |
| `assessmentData.sessionId` | string | Yes | Session identifier matching parent sessionId |
| `assessmentData.timestamp` | string | Yes | Timestamp of assessment data capture |
| `assessmentData.responses` | object | Yes | Key-value pairs where keys are question identifiers and values are integer scores (typically 1-5) |
**Response Schema:**
- `sessionId` (string): Assessment session identifier
- `userId` (integer, nullable): User who conducted the assessment
- `timestamp` (string): Response generation timestamp
- `maturityScore` (number): Overall maturity score (0-5 scale)
- `maturityLevel` (string): Maturity rating (e.g., "Initial", "Repeatable", "Defined", "Managed", "Optimized")
- `phaseScores` (object): Scores for each IR phase (preparation, detection, containment, eradication, recovery, lessons_learned)
- `assessment_summary` (object): Contains overall_maturity, strengths, gaps, and recommendations arrays
- `complianceMapping` (object): Alignment with NIST CSF and ISO 27035 maturity models
---
### GET /api/ir-assessment/phases
**Retrieve Phase Definitions**
Returns definitions of all IR phases included in the assessment framework.
**Method:** `GET`
**Path:** `/api/ir-assessment/phases`
**Parameters:** None
**Response Schema:**
JSON object containing phase definitions, including:
- Phase identifiers and names
- Description of scope and objectives for each phase
- Key control areas and evaluation criteria
- Typical timeline and resource requirements
---
### GET /api/ir-assessment/maturity-levels
**Retrieve Maturity Level Definitions**
Returns framework definitions for maturity levels and scoring thresholds.
**Method:** `GET`
**Path:** `/api/ir-assessment/maturity-levels`
**Parameters:** None
**Response Schema:**
JSON object containing:
- Maturity level names and identifiers
- Score ranges for each level
- Characteristics and capabilities at each maturity stage
- Progression pathways and typical improvement recommendations
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/security/ir-readiness
- **API Docs:** https://api.mkkpro.com:8107/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "IR Readiness Assessment",
"description": "Comprehensive IR Capability Evaluation & Maturity Scoring",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ir-assessment/evaluate": {
"post": {
"summary": "Evaluate Assessment",
"description": "Evaluate IR readiness assessment",
"operationId": "evaluate_assessment_api_ir_assessment_evaluate_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/ir-assessment/phases": {
"get": {
"summary": "Get Phases",
"description": "Get phase definitions",
"operationId": "get_phases_api_ir_assessment_phases_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ir-assessment/maturity-levels": {
"get": {
"summary": "Get Maturity Levels",
"description": "Get maturity level definitions",
"operationId": "get_maturity_levels_api_ir_assessment_maturity_levels_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"responses": {
"additionalProperties": {
"type": "integer"
},
"type": "object",
"title": "Responses"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"responses",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"AssessmentRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Generates customized, phased data breach incident response playbooks with tool recommendations and compliance checklists based on your organization's profile.
name: Data Breach Response Planner
description: Enterprise-grade incident response playbook generator that creates personalized data breach response plans based on organizational assessment data.
```
# Overview
The Data Breach Response Planner is an enterprise-grade API designed to generate customized incident response playbooks for organizations of any size and industry. When a data breach occurs, every minute counts—this tool accelerates your response by providing a tailored, actionable response plan based on your specific organizational context, compliance requirements, and existing security infrastructure.
Built for security teams, incident responders, and compliance officers, the planner analyzes your company profile (industry, size, data types handled, existing tools, and regulatory obligations) to deliver phase-by-phase guidance, tool recommendations, and response strategies. The API integrates seamlessly into security operations centers, governance platforms, and incident management workflows.
Whether you're a startup establishing your first incident response procedures or an enterprise refining your breach playbook, this tool provides the tactical intelligence needed to respond swiftly and effectively while maintaining regulatory compliance.
## Usage
**Example Request:**
```json
{
"assessmentData": {
"companyName": "TechCorp Industries",
"industry": "Financial Services",
"companySize": "500-1000 employees",
"dataTypes": [
"Payment Card Industry (PCI) data",
"Personally Identifiable Information (PII)",
"Trade Secrets"
],
"existingTools": [
"Splunk Enterprise",
"CrowdStrike Falcon",
"Okta Identity"
],
"compliance": [
"PCI-DSS",
"HIPAA",
"SOC 2 Type II",
"GDPR"
],
"sessionId": "sess_abc123def456",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_abc123def456",
"userId": 1001,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Example Response:**
```json
{
"planId": "plan_789xyz",
"companyName": "TechCorp Industries",
"generatedAt": "2024-01-15T10:30:15Z",
"phases": [
{
"phase": "Detection & Analysis",
"duration": "0-2 hours",
"objectives": [
"Confirm breach occurrence",
"Activate incident command center",
"Preserve evidence",
"Identify affected systems"
],
"actions": [
"Alert SOC team",
"Isolate affected network segments",
"Begin forensic imaging"
]
},
{
"phase": "Containment & Eradication",
"duration": "2-24 hours",
"objectives": [
"Stop active attacker access",
"Remove attacker tools",
"Patch vulnerabilities"
],
"actions": [
"Revoke compromised credentials",
"Deploy patches using existing SIEM tools",
"Block malicious IPs"
]
},
{
"phase": "Communication & Compliance",
"duration": "24-72 hours",
"objectives": [
"Notify affected parties",
"Report to regulators",
"Maintain audit trail"
],
"actions": [
"Notify 47 affected individuals (GDPR requirement)",
"File PCI-DSS incident report",
"Issue customer notifications"
]
},
{
"phase": "Recovery & Lessons Learned",
"duration": "72+ hours",
"objectives": [
"Restore normal operations",
"Document improvements",
"Update playbook"
],
"actions": [
"Rebuild affected systems",
"Conduct post-incident review",
"Update response procedures"
]
}
],
"recommendedTools": [
{
"category": "Forensics",
"tool": "EnCase Forensic",
"reason": "Integrates with existing Splunk infrastructure",
"priority": "Critical"
},
{
"category": "Communication",
"tool": "Everbridge",
"reason": "Multi-channel notification for regulatory compliance",
"priority": "High"
}
],
"complianceChecklist": [
"GDPR: Notify individuals within 72 hours",
"PCI-DSS: Report to acquiring bank immediately",
"HIPAA: Notify HHS within 60 days (if applicable)",
"SOC 2: Document incident in audit trail"
]
}
```
## Endpoints
### Health Check
**GET** `/`
Performs a health check on the API service.
**Parameters:** None
**Response:** `200 OK` with JSON status object confirming service availability.
---
### Generate Response Plan
**POST** `/api/breach-response/plan`
Generates a personalized data breach response plan based on your organization's profile and compliance requirements.
**Request Body:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `assessmentData` | AssessmentData object | Yes | Organization profile including company name, industry, size, data types, existing tools, and compliance frameworks |
| `assessmentData.companyName` | String | Yes | Legal name of the organization |
| `assessmentData.industry` | String | Yes | Primary industry sector (e.g., "Financial Services", "Healthcare", "Technology") |
| `assessmentData.companySize` | String | Yes | Employee count range (e.g., "1-50", "500-1000", "10000+") |
| `assessmentData.dataTypes` | Array of strings | No | Types of sensitive data handled (e.g., "PII", "PCI", "Trade Secrets") |
| `assessmentData.existingTools` | Array of strings | No | Security tools already deployed (e.g., "Splunk", "CrowdStrike") |
| `assessmentData.compliance` | Array of strings | No | Applicable regulatory frameworks (e.g., "GDPR", "HIPAA", "PCI-DSS") |
| `assessmentData.sessionId` | String | Yes | Unique session identifier |
| `assessmentData.timestamp` | String (ISO 8601) | Yes | Timestamp when assessment data was captured |
| `sessionId` | String | Yes | Request session identifier |
| `userId` | Integer or null | No | Optional user ID for audit logging |
| `timestamp` | String (ISO 8601) | Yes | Request timestamp |
**Response:** `200 OK` with customized incident response plan including phases, timelines, recommended tools, and compliance checklists.
**Error Responses:**
- `422 Unprocessable Entity`: Validation error in request body (missing required fields or invalid formats)
---
### Get Base Phases
**GET** `/api/breach-response/phases`
Retrieves the standard incident response phases used as the foundation for all response plans.
**Parameters:** None
**Response:** `200 OK` with array of base incident response phases including Detection & Analysis, Containment & Eradication, Communication & Compliance, and Recovery & Lessons Learned.
---
### Get Tool Recommendations
**GET** `/api/breach-response/tools`
Retrieves the database of recommended tools across all response phases and categories.
**Parameters:** None
**Response:** `200 OK` with comprehensive tool recommendation database organized by category (forensics, communication, threat intelligence, etc.) with descriptions, use cases, and integration compatibility notes.
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/security/data-breach-response
- API Docs: https://api.mkkpro.com:8106/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Data Breach Response Planner",
"description": "Enterprise-Grade Incident Response Playbook Generator",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/breach-response/plan": {
"post": {
"summary": "Generate Response Plan",
"description": "Generate personalized data breach response plan",
"operationId": "generate_response_plan_api_breach_response_plan_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PlanRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/breach-response/phases": {
"get": {
"summary": "Get Base Phases",
"description": "Get base incident response phases",
"operationId": "get_base_phases_api_breach_response_phases_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/breach-response/tools": {
"get": {
"summary": "Get Tool Recommendations",
"description": "Get tool recommendation database",
"operationId": "get_tool_recommendations_api_breach_response_tools_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"companyName": {
"type": "string",
"title": "Companyname"
},
"industry": {
"type": "string",
"title": "Industry"
},
"companySize": {
"type": "string",
"title": "Companysize"
},
"dataTypes": {
"items": {
"type": "string"
},
"type": "array",
"title": "Datatypes",
"default": []
},
"existingTools": {
"items": {
"type": "string"
},
"type": "array",
"title": "Existingtools",
"default": []
},
"compliance": {
"items": {
"type": "string"
},
"type": "array",
"title": "Compliance",
"default": []
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"companyName",
"industry",
"companySize",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"PlanRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "PlanRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Comprehensive security assessment and implementation planning platform that generates personalized malware defense roadmaps based on organizational profile a...
---
name: Malware Defense Roadmap Generator
description: Comprehensive security assessment and implementation planning platform that generates personalized malware defense roadmaps based on organizational profile and risk factors.
---
# Overview
The Malware Defense Roadmap Generator is a comprehensive security assessment and implementation planning platform designed to help organizations build effective malware defense strategies. By analyzing your organizational infrastructure, security awareness levels, specific concerns, industry vertical, and budget constraints, the API generates a personalized roadmap that prioritizes security controls and implementation steps tailored to your unique risk profile.
This tool is ideal for security teams, IT leaders, and organizations seeking to strengthen their defensive posture against evolving malware threats. Whether you're a startup establishing baseline security or an enterprise refining advanced protection mechanisms, the API provides actionable guidance grounded in industry best practices and threat intelligence.
The platform combines threat landscape analysis with practical implementation guidance, helping you allocate resources efficiently and build a sustainable security program that aligns with both your technical capabilities and budget constraints.
## Usage
**Example: Generate a Defense Roadmap for a Mid-Size Financial Services Company**
```json
{
"assessmentData": {
"industry": "Financial Services",
"org_size": "500-1000",
"budget": "$150,000 annually",
"infrastructure": [
"Windows-based workstations",
"Linux servers",
"Cloud infrastructure (AWS)",
"On-premises data center"
],
"awareness": [
"Basic phishing training",
"Monthly security bulletins",
"Incident response procedures"
],
"concerns": [
"Ransomware attacks",
"Insider threats",
"Supply chain compromises",
"Data exfiltration"
],
"sessionId": "sess_abcd1234efgh5678",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_abcd1234efgh5678",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Sample Response:**
```json
{
"roadmap_id": "roadmap_xyz789",
"organization_profile": {
"industry": "Financial Services",
"org_size": "500-1000",
"budget": "$150,000 annually",
"risk_tier": "High"
},
"executive_summary": "Based on your organization's profile and concerns, a comprehensive malware defense strategy focusing on layered protection, advanced threat detection, and employee security awareness is recommended.",
"threat_analysis": {
"primary_threats": [
"Ransomware-as-a-Service (RaaS)",
"Advanced Persistent Threats (APTs)",
"Supply chain malware",
"Credential harvesting campaigns"
],
"risk_assessment": "High risk due to financial services sector targeting and multi-platform infrastructure"
},
"implementation_phases": [
{
"phase": 1,
"timeline": "Months 1-3",
"priority": "Critical",
"controls": [
{
"control_name": "Endpoint Detection and Response (EDR)",
"description": "Deploy EDR solution across all Windows and Linux endpoints",
"estimated_cost": "$35,000",
"vendor_examples": ["CrowdStrike", "Microsoft Defender for Endpoint"]
},
{
"control_name": "Advanced Email Security",
"description": "Implement sandboxing and URL filtering for email",
"estimated_cost": "$12,000",
"vendor_examples": ["Proofpoint", "Mimecast"]
}
]
},
{
"phase": 2,
"timeline": "Months 4-6",
"priority": "High",
"controls": [
{
"control_name": "Security Awareness Program",
"description": "Implement phishing simulation and advanced security training",
"estimated_cost": "$8,000",
"vendor_examples": ["KnowBe4", "Gartner Security Awareness"]
}
]
}
],
"security_controls_recommended": [
{
"control_id": "SC-001",
"category": "Technical Controls",
"name": "Multi-layered Malware Protection",
"description": "Combine signature-based and behavioral detection"
}
],
"budget_allocation": {
"immediate_needs": "$47,000",
"medium_term": "$35,000",
"long_term": "$68,000"
},
"success_metrics": [
"Malware incident detection time reduced to <1 hour",
"Employee phishing report rate >30%",
"95% endpoint compliance with security policies"
],
"generated_at": "2024-01-15T10:35:22Z"
}
```
## Endpoints
### GET /
**Description:** Health check endpoint
**Method:** GET
**Parameters:** None
**Response:** Returns a 200 status with a JSON object confirming service availability.
---
### POST /api/security/defense-roadmap
**Description:** Generate a personalized malware defense roadmap based on organizational assessment data.
**Method:** POST
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | Object | Yes | Core assessment data including infrastructure, awareness, concerns, industry, organization size, budget, session ID, and timestamp |
| assessmentData.infrastructure | Array of strings | No | List of infrastructure components (e.g., "Windows-based workstations", "Linux servers", "Cloud infrastructure") |
| assessmentData.awareness | Array of strings | No | Current security awareness and training initiatives |
| assessmentData.concerns | Array of strings | No | Primary security concerns and threat vectors specific to the organization |
| assessmentData.industry | String | Yes | Industry vertical (e.g., "Financial Services", "Healthcare", "Manufacturing") |
| assessmentData.org_size | String | Yes | Organization size (e.g., "1-50", "51-250", "500-1000", "10,000+") |
| assessmentData.budget | String | Yes | Annual security budget allocated for defense implementation |
| assessmentData.sessionId | String | Yes | Unique session identifier for tracking assessment |
| assessmentData.timestamp | String | Yes | ISO 8601 formatted timestamp when assessment was created |
| sessionId | String | Yes | Session identifier for the roadmap request |
| userId | Integer or Null | No | Optional user identifier for multi-user tracking |
| timestamp | String | Yes | ISO 8601 formatted timestamp for the request |
**Response:** Returns a comprehensive roadmap object containing threat analysis, implementation phases with prioritized controls, budget allocation, and success metrics.
---
### GET /api/security/malware-types
**Description:** Retrieve a database of known malware types and classifications.
**Method:** GET
**Parameters:** None
**Response:** Returns a JSON object containing comprehensive malware taxonomy including classifications, threat vectors, and behavioral indicators.
---
### GET /api/security/controls
**Description:** Retrieve the security controls catalog used for roadmap generation.
**Method:** GET
**Parameters:** None
**Response:** Returns a JSON array of available security controls, including control IDs, categories, descriptions, implementation guidance, and cost estimates.
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/security/malware-defense-roadmap
- API Docs: https://api.mkkpro.com:8105/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Malware Defense Roadmap Generator",
"description": "Comprehensive Security Assessment & Implementation Planning Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/security/defense-roadmap": {
"post": {
"summary": "Generate Defense Roadmap",
"description": "Generate personalized malware defense roadmap",
"operationId": "generate_defense_roadmap_api_security_defense_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/security/malware-types": {
"get": {
"summary": "Get Malware Types",
"description": "Get malware types database",
"operationId": "get_malware_types_api_security_malware_types_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/security/controls": {
"get": {
"summary": "Get Security Controls",
"description": "Get security controls catalog",
"operationId": "get_security_controls_api_security_controls_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"infrastructure": {
"items": {
"type": "string"
},
"type": "array",
"title": "Infrastructure",
"default": []
},
"awareness": {
"items": {
"type": "string"
},
"type": "array",
"title": "Awareness",
"default": []
},
"concerns": {
"items": {
"type": "string"
},
"type": "array",
"title": "Concerns",
"default": []
},
"industry": {
"type": "string",
"title": "Industry"
},
"org_size": {
"type": "string",
"title": "Org Size"
},
"budget": {
"type": "string",
"title": "Budget"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"industry",
"org_size",
"budget",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Comprehensive ITSM/ITIL security maturity evaluation platform for assessing organizational compliance and process maturity across eight critical ITSM domains.
---
name: ITSM Security Maturity Assessment
description: Comprehensive ITSM/ITIL security maturity evaluation platform for assessing organizational compliance and process maturity across eight critical ITSM domains.
---
# Overview
The ITSM Security Maturity Assessment platform provides a comprehensive evaluation framework for organizations seeking to benchmark and improve their IT Service Management security posture against ITIL best practices. This platform enables enterprises to systematically assess their maturity across eight critical ITSM processes: incident management, problem management, change management, release management, asset management, service desk operations, knowledge management, and SLA management.
Organizations use this assessment tool to identify capability gaps, prioritize security improvements, and demonstrate compliance with industry frameworks. The platform evaluates each ITSM process across four dimensions (q1-q4), using a 0-5 maturity scale to provide granular insight into process effectiveness, security controls, and organizational readiness. Real-time scoring and comparative analysis help security leaders and ITSM practitioners make data-driven decisions about resource allocation and process optimization.
Ideal users include CISSP-certified security architects, ITIL-certified service managers, compliance officers, and enterprise security teams responsible for IT governance and operational risk management.
## Usage
### Sample Request
```json
{
"sessionId": "sess-20250116-001",
"userId": 42,
"timestamp": "2025-01-16T14:30:00Z",
"assessmentData": {
"sessionId": "sess-20250116-001",
"timestamp": "2025-01-16T14:30:00Z",
"incident_management": {
"q1": 4,
"q2": 3,
"q3": 4,
"q4": 3
},
"problem_management": {
"q1": 3,
"q2": 3,
"q3": 2,
"q4": 2
},
"change_management": {
"q1": 5,
"q2": 4,
"q3": 4,
"q4": 5
},
"release_management": {
"q1": 3,
"q2": 3,
"q3": 3,
"q4": 2
},
"asset_management": {
"q1": 4,
"q2": 4,
"q3": 3,
"q4": 4
},
"service_desk": {
"q1": 4,
"q2": 4,
"q3": 4,
"q4": 3
},
"knowledge_management": {
"q1": 2,
"q2": 2,
"q3": 2,
"q4": 1
},
"sla_management": {
"q1": 4,
"q2": 3,
"q3": 3,
"q4": 4
}
}
}
```
### Sample Response
```json
{
"sessionId": "sess-20250116-001",
"userId": 42,
"timestamp": "2025-01-16T14:30:00Z",
"assessmentResults": {
"incident_management": {
"average_maturity": 3.5,
"maturity_level": "Managed",
"score": 3.5
},
"problem_management": {
"average_maturity": 2.5,
"maturity_level": "Defined",
"score": 2.5
},
"change_management": {
"average_maturity": 4.5,
"maturity_level": "Optimized",
"score": 4.5
},
"release_management": {
"average_maturity": 2.75,
"maturity_level": "Defined",
"score": 2.75
},
"asset_management": {
"average_maturity": 3.75,
"maturity_level": "Managed",
"score": 3.75
},
"service_desk": {
"average_maturity": 3.75,
"maturity_level": "Managed",
"score": 3.75
},
"knowledge_management": {
"average_maturity": 1.75,
"maturity_level": "Initial",
"score": 1.75
},
"sla_management": {
"average_maturity": 3.5,
"maturity_level": "Managed",
"score": 3.5
},
"overall_maturity": 3.28,
"overall_maturity_level": "Managed",
"recommendations": [
"Enhance knowledge management documentation and processes",
"Strengthen release management controls and automation",
"Advance problem management root cause analysis practices"
]
},
"status": "success"
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Verifies the API service is operational. Used for liveness and readiness probes.
- **Method**: GET
- **Path**: `/`
- **Parameters**: None
- **Response**: JSON object confirming service status (HTTP 200)
---
### POST /api/itsm/assess
**Assess ITSM Security Maturity**
Evaluates organizational ITSM security maturity across eight critical processes. Accepts assessment responses for incident management, problem management, change management, release management, asset management, service desk operations, knowledge management, and SLA management. Returns calculated maturity scores, levels, and improvement recommendations.
- **Method**: POST
- **Path**: `/api/itsm/assess`
- **Content-Type**: application/json
- **Required Parameters**:
- `assessmentData` (object, required): Core assessment data containing process evaluations and session metadata
- `incident_management` (ProcessAssessment, required): Incident management process scores (q1-q4, 0-5 scale)
- `problem_management` (ProcessAssessment, required): Problem management process scores (q1-q4, 0-5 scale)
- `change_management` (ProcessAssessment, required): Change management process scores (q1-q4, 0-5 scale)
- `release_management` (ProcessAssessment, required): Release management process scores (q1-q4, 0-5 scale)
- `asset_management` (ProcessAssessment, required): Asset management process scores (q1-q4, 0-5 scale)
- `service_desk` (ProcessAssessment, required): Service desk process scores (q1-q4, 0-5 scale)
- `knowledge_management` (ProcessAssessment, required): Knowledge management process scores (q1-q4, 0-5 scale)
- `sla_management` (ProcessAssessment, required): SLA management process scores (q1-q4, 0-5 scale)
- `sessionId` (string, required): Unique session identifier for tracking assessment
- `timestamp` (string, required): ISO 8601 timestamp of assessment data collection
- `sessionId` (string, required): Unique session identifier for request tracking
- `timestamp` (string, required): ISO 8601 timestamp of assessment submission
- **Optional Parameters**:
- `userId` (integer or null, optional): Numeric identifier of user conducting assessment
- **Response** (HTTP 200):
- `sessionId`: Session identifier
- `userId`: User identifier (if provided)
- `timestamp`: Processing timestamp
- `assessmentResults`: Object containing:
- Individual process results with average_maturity, maturity_level, and score
- `overall_maturity`: Numeric average across all eight processes (0-5 scale)
- `overall_maturity_level`: Text maturity level (Initial, Managed, Defined, Optimized)
- `recommendations`: Array of prioritized improvement actions
- `status`: "success" on completion
- **Error Response** (HTTP 422):
- `detail`: Array of validation errors with location, message, and error type
---
### GET /api/itsm/maturity-levels
**Get Maturity Level Definitions**
Retrieves the standard ITSM maturity level framework and definitions used for assessment scoring and interpretation.
- **Method**: GET
- **Path**: `/api/itsm/maturity-levels`
- **Parameters**: None
- **Response**: JSON object containing:
- Level definitions (Initial, Managed, Defined, Optimized)
- Characteristics and capabilities at each level
- Assessment criteria and thresholds
---
### GET /api/itsm/process-definitions
**Get ITSM Process Definitions**
Retrieves detailed definitions of the eight ITSM processes evaluated by the assessment platform, including process objectives, key activities, and security requirements.
- **Method**: GET
- **Path**: `/api/itsm/process-definitions`
- **Parameters**: None
- **Response**: JSON object containing:
- Eight process definitions (incident, problem, change, release, asset, service desk, knowledge, SLA management)
- Process purpose and scope
- Key activities and security controls
- Assessment dimensions (q1-q4 focus areas)
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route**: https://api.mkkpro.com/compliance/itsm-maturity
- **API Docs**: https://api.mkkpro.com:8104/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "ITSM Security Maturity Assessment",
"description": "Comprehensive ITSM/ITIL Security Maturity Evaluation Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/itsm/assess": {
"post": {
"summary": "Assess Maturity",
"description": "Assess ITSM security maturity",
"operationId": "assess_maturity_api_itsm_assess_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/itsm/maturity-levels": {
"get": {
"summary": "Get Maturity Levels",
"description": "Get maturity level definitions",
"operationId": "get_maturity_levels_api_itsm_maturity_levels_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/itsm/process-definitions": {
"get": {
"summary": "Get Process Definitions",
"description": "Get ITSM process definitions",
"operationId": "get_process_definitions_api_itsm_process_definitions_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"incident_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"problem_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"change_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"release_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"asset_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"service_desk": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"knowledge_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"sla_management": {
"$ref": "#/components/schemas/ProcessAssessment"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"incident_management",
"problem_management",
"change_management",
"release_management",
"asset_management",
"service_desk",
"knowledge_management",
"sla_management",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"AssessmentRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ProcessAssessment": {
"properties": {
"q1": {
"type": "integer",
"maximum": 5.0,
"minimum": 0.0,
"title": "Q1"
},
"q2": {
"type": "integer",
"maximum": 5.0,
"minimum": 0.0,
"title": "Q2"
},
"q3": {
"type": "integer",
"maximum": 5.0,
"minimum": 0.0,
"title": "Q3"
},
"q4": {
"type": "integer",
"maximum": 5.0,
"minimum": 0.0,
"title": "Q4"
}
},
"type": "object",
"required": [
"q1",
"q2",
"q3",
"q4"
],
"title": "ProcessAssessment"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Multi-framework compliance assessment and management system for evaluating organizational adherence to security and regulatory standards.
---
name: Compliance Management Platform
description: Multi-framework compliance assessment and management system for evaluating organizational adherence to security and regulatory standards.
---
# Overview
The Compliance Management Platform is a comprehensive API for conducting multi-framework compliance assessments across your organization. Built for security professionals, compliance officers, and enterprise teams, this platform enables systematic evaluation of controls against industry-standard frameworks including ISO 27001, NIST CSF, SOC 2, and more.
This tool streamlines the compliance assessment workflow by providing centralized access to framework definitions, control specifications, and assessment execution. Organizations can evaluate their security posture against multiple frameworks simultaneously, track responses to specific controls, and generate compliance reports that demonstrate adherence to regulatory and industry standards.
Ideal users include security teams implementing compliance programs, organizations preparing for audits or certifications, managed service providers supporting multiple clients, and enterprises managing multi-framework compliance obligations across diverse business units.
# Usage
**Request:** Perform a comprehensive compliance assessment against ISO 27001 and NIST frameworks.
```json
{
"assessment": {
"frameworks": ["ISO27001", "NIST_CSF"],
"organizationProfile": {
"name": "Acme Corporation",
"industry": "Technology",
"employees": 250,
"dataClassification": "Confidential"
},
"controlResponses": {
"A.5.1": {
"implemented": true,
"evidence": "Policy documented in InfoSec handbook",
"status": "compliant"
},
"AC-1": {
"implemented": true,
"evidence": "Access control procedures established",
"status": "compliant"
}
},
"sessionId": "session_12345",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "session_12345",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Response:** Assessment results with compliance scores and gap analysis.
```json
{
"assessmentId": "assessment_67890",
"status": "completed",
"frameworks": {
"ISO27001": {
"score": 78,
"controlsAssessed": 114,
"controlsCompliant": 89,
"gaps": [
{
"controlId": "A.12.1",
"title": "Cryptography",
"severity": "high",
"remediation": "Implement encryption standards across data at rest and in transit"
}
]
},
"NIST_CSF": {
"score": 82,
"categories": {
"Identify": 85,
"Protect": 80,
"Detect": 75,
"Respond": 88,
"Recover": 80
}
}
},
"timestamp": "2024-01-15T10:31:45Z",
"expiresAt": "2024-04-15T10:31:45Z"
}
```
# Endpoints
## GET /
**Health Check Endpoint**
Verifies that the Compliance Management Platform API is operational and responsive.
**Parameters:** None
**Response:**
- `200 OK`: Service is operational
---
## POST /api/compliance/assess
**Perform Comprehensive Compliance Assessment**
Executes a multi-framework compliance assessment based on organization profile and control responses. Evaluates adherence to selected compliance frameworks and generates detailed gap analysis and remediation recommendations.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `assessment` | ComplianceAssessment | Yes | Assessment object containing framework selection, organization profile, and control response data |
| `assessment.frameworks` | Array[String] | Yes | List of framework identifiers to assess against (e.g., "ISO27001", "NIST_CSF", "SOC2") |
| `assessment.organizationProfile` | Object | Yes | Organization metadata including name, industry, size, and data classification level |
| `assessment.controlResponses` | Object | Yes | Mapping of control IDs to implementation status, evidence, and compliance status |
| `assessment.sessionId` | String | Yes | Unique session identifier for tracking assessment context |
| `assessment.timestamp` | String | Yes | ISO 8601 timestamp of assessment creation |
| `sessionId` | String | Yes | Session identifier for request tracking and audit logging |
| `userId` | Integer or Null | No | Identifier of the user initiating the assessment |
| `timestamp` | String | Yes | ISO 8601 timestamp of the request |
**Response:**
- `200 OK`: Assessment completed successfully with results, scores, and gap analysis
- `422 Unprocessable Entity`: Validation error in request body (see HTTPValidationError schema)
---
## GET /api/compliance/frameworks
**Get List of All Supported Frameworks**
Retrieves metadata and descriptions for all supported compliance frameworks available on the platform.
**Parameters:** None
**Response:**
- `200 OK`: Array of framework objects with IDs, names, descriptions, and applicable industries
---
## GET /api/compliance/framework/{framework_id}
**Get Detailed Framework Information**
Retrieves comprehensive details about a specific compliance framework including objectives, scope, applicability, and implementation guidance.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `framework_id` | String | Yes | Unique identifier of the framework (e.g., "ISO27001", "NIST_CSF", "SOC2", "GDPR") |
**Response:**
- `200 OK`: Framework details including description, objectives, domains/categories, and references
- `422 Unprocessable Entity`: Invalid framework_id format or missing parameter
---
## GET /api/compliance/controls/{framework_id}
**Get All Controls for Specific Framework**
Retrieves the complete control catalog for a specified framework, including control IDs, titles, descriptions, and implementation guidance.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `framework_id` | String | Yes | Unique identifier of the framework (e.g., "ISO27001", "NIST_CSF", "SOC2", "GDPR") |
**Response:**
- `200 OK`: Array of control objects with IDs, titles, descriptions, categories, severity levels, and implementation details
- `422 Unprocessable Entity`: Invalid framework_id format or missing parameter
# Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
# About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
# References
- Kong Route: https://api.mkkpro.com/compliance/management-platform
- API Docs: https://api.mkkpro.com:8103/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Compliance Management Platform",
"description": "Multi-Framework Compliance Assessment & Management System",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/compliance/assess": {
"post": {
"summary": "Assess Compliance",
"description": "Perform comprehensive compliance assessment",
"operationId": "assess_compliance_api_compliance_assess_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/compliance/frameworks": {
"get": {
"summary": "Get Frameworks",
"description": "Get list of all supported frameworks",
"operationId": "get_frameworks_api_compliance_frameworks_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/compliance/framework/{framework_id}": {
"get": {
"summary": "Get Framework Details",
"description": "Get detailed information about a specific framework",
"operationId": "get_framework_details_api_compliance_framework__framework_id__get",
"parameters": [
{
"name": "framework_id",
"in": "path",
"required": true,
"schema": {
"type": "string",
"title": "Framework Id"
}
}
],
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/compliance/controls/{framework_id}": {
"get": {
"summary": "Get Framework Controls",
"description": "Get all controls for a specific framework",
"operationId": "get_framework_controls_api_compliance_controls__framework_id__get",
"parameters": [
{
"name": "framework_id",
"in": "path",
"required": true,
"schema": {
"type": "string",
"title": "Framework Id"
}
}
],
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentRequest": {
"properties": {
"assessment": {
"$ref": "#/components/schemas/ComplianceAssessment"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessment",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"ComplianceAssessment": {
"properties": {
"frameworks": {
"items": {
"type": "string"
},
"type": "array",
"title": "Frameworks"
},
"organizationProfile": {
"type": "object",
"title": "Organizationprofile"
},
"controlResponses": {
"type": "object",
"title": "Controlresponses"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"frameworks",
"organizationProfile",
"controlResponses",
"sessionId",
"timestamp"
],
"title": "ComplianceAssessment"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional enterprise security architecture maturity analysis platform based on the SABSA framework.
---
name: SABSA Security Architecture Assessment
description: Professional enterprise security architecture maturity analysis platform based on the SABSA framework.
---
# Overview
The SABSA Security Architecture Assessment tool provides comprehensive evaluation of enterprise security architecture maturity using the industry-standard Sherwood Applied Business Security Architecture (SABSA) framework. Designed for security architects, enterprise security leaders, and governance professionals, this platform delivers detailed assessments across multiple architectural layers and dimensions.
This tool enables organizations to measure their security architecture maturity, identify capability gaps, and establish roadmaps for security program enhancement. By analyzing organizational assets, processes, people, locations, motivations, and temporal factors across SABSA layers, the assessment provides actionable insights aligned with business objectives and compliance requirements.
Ideal users include Chief Information Security Officers (CISOs), security architects, enterprise risk managers, compliance officers, and organizations seeking structured approaches to security architecture governance and maturity benchmarking.
## Usage
### Sample Request
```json
{
"sessionId": "session-2024-001-abc",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z",
"assessmentData": {
"sessionId": "session-2024-001-abc",
"timestamp": "2024-01-15T10:30:00Z",
"layers": {
"contextual": {
"assets": [
{
"name": "Customer Data Repository",
"classification": "Confidential",
"value": "Critical"
}
],
"motivation": [
{
"objective": "Data Protection",
"priority": "High"
}
],
"process": [
{
"name": "Data Encryption Process",
"status": "Implemented"
}
],
"people": [
{
"role": "Data Steward",
"count": 5,
"trained": true
}
],
"location": [
{
"datacenter": "Primary US East",
"compliance": "SOC 2"
}
],
"time": [
{
"phase": "Operational",
"duration": "24/7"
}
]
},
"conceptual": {
"assets": [],
"motivation": [],
"process": [],
"people": [],
"location": [],
"time": []
}
}
}
}
```
### Sample Response
```json
{
"status": "success",
"sessionId": "session-2024-001-abc",
"assessmentId": "assess-2024-001-xyz",
"timestamp": "2024-01-15T10:30:45Z",
"maturityScores": {
"contextual": {
"overall": 3.2,
"assets": 3.5,
"motivation": 3.0,
"process": 3.1,
"people": 2.8,
"location": 3.3,
"time": 3.0
},
"conceptual": {
"overall": 2.1,
"assets": 2.0,
"motivation": 2.2,
"process": 2.1,
"people": 2.0,
"location": 2.0,
"time": 2.0
}
},
"recommendations": [
{
"layer": "contextual",
"dimension": "people",
"finding": "Security awareness training coverage at 80%",
"priority": "High",
"action": "Expand training program to achieve 100% coverage"
}
],
"gaps": [
{
"layer": "conceptual",
"dimension": "process",
"gap": "Absence of formal security architecture review process",
"impact": "Medium"
}
]
}
```
## Endpoints
### GET /
Health check endpoint for service availability verification.
**Method:** GET
**Path:** `/`
**Description:** Returns service status and availability confirmation.
**Parameters:** None
**Response:**
- **200 OK**: Service is operational
- Content-Type: `application/json`
- Schema: Empty object `{}`
---
### POST /api/sabsa/assessment
Generate a comprehensive SABSA security architecture assessment based on provided organizational data.
**Method:** POST
**Path:** `/api/sabsa/assessment`
**Description:** Generates detailed maturity assessment across SABSA framework layers and dimensions.
**Request Body Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `sessionId` | string | Yes | Unique identifier for the assessment session |
| `userId` | integer \| null | No | User identifier for audit and tracking purposes |
| `timestamp` | string | Yes | ISO 8601 timestamp of assessment initiation |
| `assessmentData` | object | Yes | Core assessment data containing layer evaluations |
| `assessmentData.sessionId` | string | Yes | Session identifier matching parent sessionId |
| `assessmentData.timestamp` | string | Yes | Assessment timestamp (ISO 8601 format) |
| `assessmentData.layers` | object | Yes | Multi-dimensional layer data (keys: layer names, values: LayerData objects) |
| `assessmentData.layers[layer].assets` | array | No | Asset inventory objects (default: empty array) |
| `assessmentData.layers[layer].motivation` | array | No | Business motivation and objectives objects (default: empty array) |
| `assessmentData.layers[layer].process` | array | No | Process and procedure objects (default: empty array) |
| `assessmentData.layers[layer].people` | array | No | Personnel and role objects (default: empty array) |
| `assessmentData.layers[layer].location` | array | No | Geographic and physical location objects (default: empty array) |
| `assessmentData.layers[layer].time` | array | No | Temporal and lifecycle phase objects (default: empty array) |
**Response:**
- **200 OK**: Assessment generated successfully
- Content-Type: `application/json`
- Schema: Assessment results with maturity scores, findings, and recommendations
- **422 Validation Error**: Request validation failed
- Content-Type: `application/json`
- Schema: HTTPValidationError containing validation error details
---
### GET /api/sabsa/framework
Retrieve SABSA framework reference information and structure.
**Method:** GET
**Path:** `/api/sabsa/framework`
**Description:** Returns framework definitions, layer descriptions, dimensions, and architectural principles.
**Parameters:** None
**Response:**
- **200 OK**: Framework information retrieved successfully
- Content-Type: `application/json`
- Schema: SABSA framework structure including layers, dimensions, and reference documentation
---
### GET /api/sabsa/maturity-levels
Retrieve maturity level definitions and progression criteria.
**Method:** GET
**Path:** `/api/sabsa/maturity-levels`
**Description:** Returns maturity level scale, definitions, characteristics, and assessment criteria.
**Parameters:** None
**Response:**
- **200 OK**: Maturity levels retrieved successfully
- Content-Type: `application/json`
- Schema: Maturity level definitions (typically levels 0-5) with descriptions and assessment thresholds
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/compliance/sabsa-architecture
- **API Docs:** https://api.mkkpro.com:8102/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "SABSA Security Architecture Assessment",
"description": "Professional Enterprise Security Architecture Maturity Analysis Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/sabsa/assessment": {
"post": {
"summary": "Generate Assessment",
"description": "Generate comprehensive SABSA security architecture assessment",
"operationId": "generate_assessment_api_sabsa_assessment_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AssessmentRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/sabsa/framework": {
"get": {
"summary": "Get Framework Info",
"description": "Get SABSA framework information",
"operationId": "get_framework_info_api_sabsa_framework_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/sabsa/maturity-levels": {
"get": {
"summary": "Get Maturity Levels",
"description": "Get maturity level definitions",
"operationId": "get_maturity_levels_api_sabsa_maturity_levels_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"layers": {
"additionalProperties": {
"$ref": "#/components/schemas/LayerData"
},
"type": "object",
"title": "Layers"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"layers",
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"AssessmentRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "AssessmentRequest"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"LayerData": {
"properties": {
"assets": {
"items": {
"type": "object"
},
"type": "array",
"title": "Assets",
"default": []
},
"motivation": {
"items": {
"type": "object"
},
"type": "array",
"title": "Motivation",
"default": []
},
"process": {
"items": {
"type": "object"
},
"type": "array",
"title": "Process",
"default": []
},
"people": {
"items": {
"type": "object"
},
"type": "array",
"title": "People",
"default": []
},
"location": {
"items": {
"type": "object"
},
"type": "array",
"title": "Location",
"default": []
},
"time": {
"items": {
"type": "object"
},
"type": "array",
"title": "Time",
"default": []
}
},
"type": "object",
"title": "LayerData"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Enterprise-grade API key generation, verification, and lifecycle management with centralized administrative control.
---
name: Central Key Management System
description: Enterprise-grade API key generation, verification, and lifecycle management with centralized administrative control.
---
# Overview
The Central Key Management System is a secure, centralized platform for managing cryptographic API keys across distributed applications and services. Designed for organizations that require strict control over key generation, distribution, and revocation, this system provides administrators with a comprehensive dashboard to oversee all key lifecycle operations.
This system enables secure authentication through admin-controlled key generation, real-time key verification, and immediate revocation capabilities. The platform maintains detailed audit trails and session management, making it ideal for enterprises operating under regulatory compliance frameworks such as SOC 2, ISO 27001, and PCI-DSS.
Organizations use the Central Key Management System to enforce key rotation policies, prevent unauthorized access through rapid revocation, and maintain centralized visibility into all API key operations across their infrastructure.
## Usage
### Generate a New API Key
**Request:**
```json
{
"client_name": "payment-service-prod",
"expires_at": "2025-12-31T23:59:59Z"
}
```
**cURL:**
```bash
curl -X POST https://api.mkkpro.com/career/linproopt/generate-key-ui \
-H "Content-Type: application/x-www-form-urlencoded" \
-d "client_name=payment-service-prod&expires_at=2025-12-31T23:59:59Z"
```
**Response:**
```json
{
"api_key": "sk_prod_a7f9d3e2c1b5f8g4h6j2k9m1n3p5r7t9",
"client_name": "payment-service-prod",
"created_at": "2024-01-15T10:30:22Z",
"expires_at": "2025-12-31T23:59:59Z",
"status": "active"
}
```
### Verify an API Key
**Request:**
```bash
curl -X POST https://api.mkkpro.com/career/linproopt/verify-key \
-H "Content-Type: application/json" \
-d '{"api_key": "sk_prod_a7f9d3e2c1b5f8g4h6j2k9m1n3p5r7t9"}'
```
**Response:**
```json
{
"valid": true,
"client_name": "payment-service-prod",
"expires_at": "2025-12-31T23:59:59Z",
"status": "active",
"last_used": "2024-01-15T14:22:10Z"
}
```
## Endpoints
### Authentication
#### GET `/login`
Retrieve the login page interface.
**Response:**
- **200 OK** - HTML login page (text/html)
---
#### POST `/login`
Authenticate using an admin key to access the management dashboard.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `admin_key` | string | Yes | Administrative key for authentication |
**Response:**
- **200 OK** - Authentication successful, returns JSON with session token
- **422 Validation Error** - Missing or invalid admin_key parameter
---
#### GET `/logout`
Terminate the current session and invalidate the session token.
**Response:**
- **200 OK** - Successfully logged out
---
### Key Management
#### POST `/generate-key-ui`
Generate a new API key for a client with specified expiration.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `client_name` | string | Yes | Unique identifier for the client or service requesting the key |
| `expires_at` | string | Yes | ISO 8601 timestamp indicating key expiration (e.g., `2025-12-31T23:59:59Z`) |
**Response:**
- **200 OK** - Key successfully generated, returns API key details
- **422 Validation Error** - Missing or malformed parameters
---
#### GET `/get-random-key`
Retrieve a randomly generated key from the system's key pool.
**Response:**
- **200 OK** - Returns a random API key object
---
#### POST `/verify-key`
Validate an API key and retrieve its metadata and status.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `api_key` | string | Yes | The API key to validate |
**Response:**
- **200 OK** - Key validation result with client name, expiration, and status
---
#### POST `/revoke-key`
Immediately revoke an active API key, preventing further use.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `api_key` | string | Yes | The API key to revoke |
**Response:**
- **200 OK** - Key successfully revoked
- **422 Validation Error** - Missing or invalid api_key parameter
---
### Administrative & Diagnostic
#### GET `/admin`
Access the administrative dashboard for key management and system oversight.
**Response:**
- **200 OK** - HTML admin panel interface (text/html)
---
#### GET `/debug-session`
Retrieve current session information for debugging and audit purposes.
**Response:**
- **200 OK** - Session details in JSON format
---
#### GET `/healthz`
Health check endpoint for monitoring system availability and readiness.
**Response:**
- **200 OK** - System is operational
---
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/career/linproopt
- **API Docs:** https://api.mkkpro.com:8100/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Central Key Management System",
"version": "0.1.0"
},
"paths": {
"/login": {
"get": {
"summary": "Login Page",
"operationId": "login_page_login_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"text/html": {
"schema": {
"type": "string"
}
}
}
}
}
},
"post": {
"summary": "Login",
"operationId": "login_login_post",
"requestBody": {
"content": {
"application/x-www-form-urlencoded": {
"schema": {
"$ref": "#/components/schemas/Body_login_login_post"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/logout": {
"get": {
"summary": "Logout",
"operationId": "logout_logout_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/admin": {
"get": {
"summary": "Admin Panel",
"operationId": "admin_panel_admin_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"text/html": {
"schema": {
"type": "string"
}
}
}
}
}
}
},
"/generate-key-ui": {
"post": {
"summary": "Generate Key Ui",
"operationId": "generate_key_ui_generate_key_ui_post",
"requestBody": {
"content": {
"application/x-www-form-urlencoded": {
"schema": {
"$ref": "#/components/schemas/Body_generate_key_ui_generate_key_ui_post"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/get-random-key": {
"get": {
"summary": "Get Random Key",
"operationId": "get_random_key_get_random_key_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/verify-key": {
"post": {
"summary": "Verify Key",
"operationId": "verify_key_verify_key_post",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/revoke-key": {
"post": {
"summary": "Revoke Key",
"operationId": "revoke_key_revoke_key_post",
"requestBody": {
"content": {
"application/x-www-form-urlencoded": {
"schema": {
"$ref": "#/components/schemas/Body_revoke_key_revoke_key_post"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/debug-session": {
"get": {
"summary": "Debug Session",
"operationId": "debug_session_debug_session_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/healthz": {
"get": {
"summary": "Health Check",
"operationId": "health_check_healthz_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"Body_generate_key_ui_generate_key_ui_post": {
"properties": {
"client_name": {
"type": "string",
"title": "Client Name"
},
"expires_at": {
"type": "string",
"title": "Expires At"
}
},
"type": "object",
"required": [
"client_name",
"expires_at"
],
"title": "Body_generate_key_ui_generate_key_ui_post"
},
"Body_login_login_post": {
"properties": {
"admin_key": {
"type": "string",
"title": "Admin Key"
}
},
"type": "object",
"required": [
"admin_key"
],
"title": "Body_login_login_post"
},
"Body_revoke_key_revoke_key_post": {
"properties": {
"api_key": {
"type": "string",
"title": "Api Key"
}
},
"type": "object",
"required": [
"api_key"
],
"title": "Body_revoke_key_revoke_key_post"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional Chief Information Security Officer career development platform that generates personalized roadmaps and specialization guidance.
---
name: CISO Career Roadmap
description: Professional Chief Information Security Officer career development platform that generates personalized roadmaps and specialization guidance.
---
# Overview
The CISO Career Roadmap API is a specialized career development platform designed for security professionals pursuing or advancing into Chief Information Security Officer roles. It leverages industry best practices and structured assessment frameworks to create personalized development pathways tailored to individual experience levels, skill gaps, and career aspirations.
This platform empowers security leaders to identify optimal specialization areas, benchmark their capabilities against industry standards, and access data-driven recommendations for skill development and certification paths. Whether you're transitioning from a security analyst role or stepping into executive leadership, the API provides comprehensive roadmap generation backed by expertise from CISSP and CISM certified professionals.
The ideal users include information security professionals seeking CISO positions, mid-level security managers planning executive transitions, security teams evaluating talent development strategies, and organizations building internal security leadership pipelines.
# Usage
**Generate a personalized CISO career roadmap based on current skills and goals:**
```json
POST /api/ciso/roadmap
{
"assessmentData": {
"experience": [
"Security Operations Center Management",
"Incident Response Leadership",
"5 years in security engineering"
],
"skills": [
"Threat intelligence",
"Network security",
"Cloud security",
"Risk assessment"
],
"grc": [
"Compliance audits",
"Policy development",
"ISO 27001 implementation"
],
"leadership": [
"Team management",
"Vendor negotiation",
"Cross-functional collaboration"
],
"certifications": [
"CISSP",
"CEH",
"CompTIA Security+"
],
"goals": [
"Achieve CISO role within 2 years",
"Develop strategic planning expertise",
"Master enterprise risk management"
],
"sessionId": "sess_12345abcde",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_12345abcde",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Sample Response:**
```json
{
"roadmapId": "roadmap_987654xyz",
"sessionId": "sess_12345abcde",
"userId": 42,
"generatedAt": "2024-01-15T10:30:15Z",
"currentLevel": "Senior Security Manager",
"targetRole": "Chief Information Security Officer",
"timelineMonths": 24,
"phases": [
{
"phase": 1,
"title": "Strategic Foundation (Months 1-6)",
"focus": "Enterprise risk management and governance",
"recommendations": [
"Complete CISM certification",
"Lead enterprise risk assessment program",
"Develop security strategy document"
],
"skillGaps": [
"Strategic planning",
"Board-level communication",
"Enterprise architecture"
]
},
{
"phase": 2,
"title": "Leadership Excellence (Months 7-18)",
"focus": "Executive presence and organizational impact",
"recommendations": [
"Lead security budget planning",
"Mentor junior security leaders",
"Present to executive committee quarterly"
],
"skillGaps": [
"Financial management",
"Executive decision-making",
"Organizational change management"
]
}
],
"recommendedSpecializations": [
"Enterprise Security Architecture",
"Security Governance & Compliance",
"Cyber Risk Management"
],
"certificationPath": [
"CISM (if not yet obtained)",
"CGEIT (optional)",
"Advanced Security Leadership programs"
],
"nextActions": [
"Schedule executive coaching sessions",
"Identify mentor within organization",
"Enroll in strategic leadership program"
]
}
```
# Endpoints
## GET /
**Health Check Endpoint**
Verifies API availability and service status.
**Method:** `GET`
**Path:** `/`
**Parameters:** None
**Response:** 200 OK - Service is operational (empty JSON object or status confirmation)
---
## POST /api/ciso/roadmap
**Generate Personalized CISO Career Roadmap**
Creates a customized career development roadmap based on comprehensive assessment data including experience, skills, leadership capabilities, certifications, and professional goals.
**Method:** `POST`
**Path:** `/api/ciso/roadmap`
**Request Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `assessmentData` | object | Yes | Core assessment information containing skills, experience, and professional details |
| `assessmentData.experience` | array[string] | No | List of professional experiences and roles held (default: empty) |
| `assessmentData.skills` | array[string] | No | Technical and professional skills inventory (default: empty) |
| `assessmentData.grc` | array[string] | No | Governance, Risk, and Compliance expertise areas (default: empty) |
| `assessmentData.leadership` | array[string] | No | Leadership experiences and management capabilities (default: empty) |
| `assessmentData.certifications` | array[string] | No | Professional certifications held (default: empty) |
| `assessmentData.goals` | array[string] | No | Career aspirations and professional objectives (default: empty) |
| `assessmentData.sessionId` | string | Yes | Unique session identifier for tracking |
| `assessmentData.timestamp` | string | Yes | ISO 8601 timestamp of assessment creation |
| `sessionId` | string | Yes | Session identifier matching assessmentData.sessionId |
| `userId` | integer or null | No | Optional user identifier for personalization |
| `timestamp` | string | Yes | ISO 8601 timestamp of request submission |
**Response:** 200 OK - Returns personalized roadmap with phases, recommendations, skill gaps, and certification paths. 422 Unprocessable Entity - Returns validation errors if required fields are missing or malformed.
---
## GET /api/ciso/specializations
**Get Available CISO Specialization Areas**
Retrieves all available specialization domains that CISO professionals can pursue, including technical, governance, and business-focused tracks.
**Method:** `GET`
**Path:** `/api/ciso/specializations`
**Parameters:** None
**Response:** 200 OK - Returns array of specialization categories with descriptions, required skills, and recommended certifications for each specialization area.
---
## GET /api/ciso/career-paths
**Get All CISO Career Development Paths**
Provides comprehensive view of multiple career trajectories leading to the CISO role, showing alternative progression routes from different starting positions.
**Method:** `GET`
**Path:** `/api/ciso/career-paths`
**Parameters:** None
**Response:** 200 OK - Returns array of career path objects, each containing starting role, progression stages, estimated timeline, and key transition points.
# Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
# About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
# References
- **Kong Route:** https://api.mkkpro.com/career/ciso
- **API Docs:** https://api.mkkpro.com:8099/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "CISO Career Roadmap",
"description": "Professional Chief Information Security Officer Career Development Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ciso/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized CISO career roadmap",
"operationId": "generate_roadmap_api_ciso_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/ciso/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available CISO specialization areas",
"operationId": "get_specializations_api_ciso_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/ciso/career-paths": {
"get": {
"summary": "Get Career Paths",
"description": "Get all CISO career development paths",
"operationId": "get_career_paths_api_ciso_career_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"items": {
"type": "string"
},
"type": "array",
"title": "Experience",
"default": []
},
"skills": {
"items": {
"type": "string"
},
"type": "array",
"title": "Skills",
"default": []
},
"grc": {
"items": {
"type": "string"
},
"type": "array",
"title": "Grc",
"default": []
},
"leadership": {
"items": {
"type": "string"
},
"type": "array",
"title": "Leadership",
"default": []
},
"certifications": {
"items": {
"type": "string"
},
"type": "array",
"title": "Certifications",
"default": []
},
"goals": {
"items": {
"type": "string"
},
"type": "array",
"title": "Goals",
"default": []
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional IoT development career roadmap platform that generates personalized learning paths and specialization guidance based on individual skills and go...
---
name: IoT Developer Roadmap
description: Professional IoT development career roadmap platform that generates personalized learning paths and specialization guidance based on individual skills and goals.
---
# Overview
The IoT Developer Roadmap is a comprehensive career development platform designed for professionals pursuing expertise in Internet of Things (IoT) development. This platform generates personalized learning roadmaps tailored to individual experience levels, current skills, and career objectives. Whether you're transitioning into IoT development or advancing your existing expertise, the platform provides structured guidance through curated specialization paths and learning resources.
The IoT Developer Roadmap excels at bridging the gap between foundational concepts and advanced implementation. It combines assessment-driven recommendations with a curated library of specializations and learning paths, enabling developers to progress systematically through complex IoT domains including embedded systems, cloud connectivity, and edge computing.
Ideal users include software engineers transitioning to IoT roles, embedded systems developers seeking structured career growth, and technical teams building IoT solutions who need skill development frameworks for their developers.
## Usage
**Generate a Personalized Roadmap**
```json
POST /api/iot/roadmap
{
"sessionId": "sess-20240115-abc123",
"userId": 12847,
"timestamp": "2024-01-15T14:30:00Z",
"assessmentData": {
"sessionId": "sess-20240115-abc123",
"timestamp": "2024-01-15T14:30:00Z",
"experience": {
"yearsInSoftwareDevelopment": 5,
"iotExperienceMonths": 8,
"previousRoles": ["Backend Engineer", "Systems Developer"]
},
"skills": {
"programmingLanguages": ["Python", "C++", "JavaScript"],
"platforms": ["Arduino", "Raspberry Pi"],
"protocols": ["MQTT", "CoAP"]
},
"goals": {
"primaryGoal": "Master Industrial IoT Systems",
"targetRole": "IoT Solutions Architect",
"timeframeMonths": 12
}
}
}
```
**Sample Response**
```json
{
"roadmapId": "roadmap-20240115-xyz789",
"userId": 12847,
"generatedAt": "2024-01-15T14:30:15Z",
"assessmentSummary": {
"currentLevel": "Intermediate",
"strengths": ["Python proficiency", "Protocol knowledge", "Hardware familiarity"],
"developmentAreas": ["System architecture", "Cloud integration", "Production deployment"]
},
"recommendedSpecialization": "Industrial IoT & Edge Computing",
"phases": [
{
"phase": 1,
"title": "Advanced Architecture & System Design",
"duration": "3-4 months",
"learningPath": "architecture-design-iot",
"keyTopics": [
"Scalable IoT architectures",
"Edge computing patterns",
"System reliability and redundancy"
],
"resources": 12
},
{
"phase": 2,
"title": "Cloud Integration & Data Management",
"duration": "3-4 months",
"learningPath": "cloud-integration-iot",
"keyTopics": [
"Cloud platforms (AWS IoT, Azure IoT Hub)",
"Data pipelines",
"Real-time analytics"
],
"resources": 15
},
{
"phase": 3,
"title": "Production Deployment & Operations",
"duration": "3-4 months",
"learningPath": "production-deployment-iot",
"keyTopics": [
"DevOps for IoT",
"Security hardening",
"Monitoring and maintenance"
],
"resources": 10
}
],
"estimatedCompletionMonths": 11,
"nextSteps": [
"Enroll in Advanced Architecture course",
"Set up edge computing lab environment",
"Join industrial IoT community"
]
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Returns system status to verify the API is operational.
**Parameters:** None
**Response:**
```
200 OK - JSON object confirming service health
```
---
### POST /api/iot/roadmap
**Generate Personalized Roadmap**
Creates a customized IoT development roadmap based on user assessment data, experience level, and career goals.
**Request Body Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `sessionId` | string | Yes | Unique identifier for the current session |
| `userId` | integer or null | No | User identifier for tracking and analytics |
| `timestamp` | string | Yes | ISO 8601 timestamp of request generation |
| `assessmentData` | AssessmentData | Yes | Comprehensive assessment of user's experience, skills, and goals |
| `assessmentData.experience` | object | No | Background experience details (years in development, IoT months, previous roles) |
| `assessmentData.skills` | object | No | Current technical skills (languages, platforms, protocols, tools) |
| `assessmentData.goals` | object | No | Career objectives (target role, specialization, timeframe) |
| `assessmentData.sessionId` | string | Yes | Session identifier for assessment correlation |
| `assessmentData.timestamp` | string | Yes | ISO 8601 timestamp of assessment completion |
**Response:**
```
200 OK - Roadmap object with phases, specializations, and learning paths
422 Unprocessable Entity - Validation error details
```
---
### GET /api/iot/specializations
**Retrieve Available Specializations**
Lists all available IoT specialization paths that developers can pursue.
**Parameters:** None
**Response:**
```
200 OK - Array of specialization objects including:
- Specialization ID and title
- Description and focus areas
- Prerequisites and recommended experience level
- Associated learning paths
- Industry demand metrics
```
Example specializations include:
- Industrial IoT & Manufacturing
- Smart Home & Consumer IoT
- Healthcare & Medical Devices
- Edge Computing & Fog Systems
- IoT Security & Privacy
- Cloud-Connected Embedded Systems
---
### GET /api/iot/learning-paths
**Retrieve All Learning Paths**
Returns the complete catalog of structured learning paths available within the platform.
**Parameters:** None
**Response:**
```
200 OK - Array of learning path objects including:
- Learning path ID and name
- Duration and difficulty level
- Learning objectives and outcomes
- Associated course modules
- Required prerequisites
- Related specializations
- Completion metrics
```
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/career/iot-developer
- API Docs: https://api.mkkpro.com:8098/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "IoT Developer Roadmap",
"description": "Professional IoT Development Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/iot/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized IoT development roadmap",
"operationId": "generate_roadmap_api_iot_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/iot/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_iot_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/iot/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_iot_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"type": "object",
"title": "Experience",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional AI + IoT Engineering Career Roadmap Platform that generates personalized learning paths and specialization guidance for aspiring and current eng...
---
name: AIoT Engineer Roadmap
description: Professional AI + IoT Engineering Career Roadmap Platform that generates personalized learning paths and specialization guidance for aspiring and current engineers.
---
# Overview
The AIoT Engineer Roadmap is a professional career development platform designed to guide engineers through the intersection of Artificial Intelligence and Internet of Things technologies. It provides personalized roadmaps, specialization paths, and structured learning curricula tailored to individual experience levels, existing skills, and career goals.
This platform serves as a comprehensive resource for engineers looking to master AIoT technologies, from foundational concepts through advanced specializations. Whether you're transitioning into AIoT from another discipline or deepening expertise in a specific domain, the platform adapts recommendations based on your assessment profile.
The roadmap generator leverages assessment data including your current experience, technical competencies, and career objectives to produce a targeted, sequential learning path. The platform maintains extensive curated specialization tracks and learning resources, making it an ideal resource for career planners, technical managers evaluating team development, and individual contributors charting their professional growth.
## Usage
### Generate a Personalized Roadmap
**Example Request:**
```json
{
"assessmentData": {
"experience": {
"yearsInTech": 3,
"backgroundAreas": ["embedded_systems", "python"]
},
"skills": {
"technicalSkills": ["Python", "Linux", "Basic ML"],
"softSkills": ["Communication", "Problem-solving"]
},
"goals": {
"targetRole": "AIoT Solutions Architect",
"timeframe": "18 months",
"focusAreas": ["edge_computing", "machine_learning"]
},
"sessionId": "sess_abc123xyz",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_abc123xyz",
"userId": 12547,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Example Response:**
```json
{
"roadmapId": "roadmap_xyz789",
"userId": 12547,
"generatedAt": "2024-01-15T10:30:15Z",
"phases": [
{
"phase": 1,
"title": "AIoT Foundations",
"duration": "3 months",
"topics": [
"AI/ML fundamentals",
"IoT architecture basics",
"Data processing pipelines",
"Cloud platform essentials"
],
"resources": [
{
"title": "Introduction to ML for IoT",
"type": "course",
"duration": "40 hours",
"provider": "industry-standard"
}
]
},
{
"phase": 2,
"title": "Edge Computing & Embedded AI",
"duration": "4 months",
"topics": [
"Edge deployment strategies",
"Model optimization",
"Real-time inference",
"Resource-constrained environments"
]
},
{
"phase": 3,
"title": "Advanced Specialization",
"duration": "6 months",
"specialization": "AIoT Solutions Architecture",
"topics": [
"System design patterns",
"Enterprise integration",
"Security & compliance",
"Scalability optimization"
]
}
],
"recommendedSpecializations": [
"Edge AI Engineer",
"AIoT Solutions Architect",
"ML Operations (MLOps) Specialist"
],
"estimatedCompletionTime": "13-18 months",
"nextSteps": [
"Enroll in recommended Phase 1 courses",
"Set up local development environment",
"Join community learning group"
]
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Verifies that the API service is operational and responsive.
**Parameters:** None
**Response:** Returns a 200 status with JSON object confirming service health.
---
### POST /api/aiot/roadmap
**Generate Personalized Roadmap**
Generates a customized AIoT engineering career roadmap based on the provided assessment data, current skills, experience level, and professional goals.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | object | Yes | Assessment profile containing experience, skills, and goals |
| assessmentData.experience | object | Yes | Professional background and years of experience |
| assessmentData.skills | object | Yes | Current technical and soft skills inventory |
| assessmentData.goals | object | Yes | Career objectives and target roles |
| assessmentData.sessionId | string | Yes | Unique session identifier for this assessment |
| assessmentData.timestamp | string | Yes | ISO 8601 timestamp of assessment |
| sessionId | string | Yes | Session identifier matching assessmentData.sessionId |
| userId | integer or null | No | Optional user ID for authenticated requests |
| timestamp | string | Yes | ISO 8601 timestamp of the request |
**Response Shape:**
Returns a JSON object containing:
- `roadmapId`: Unique identifier for the generated roadmap
- `userId`: Associated user ID (if provided)
- `generatedAt`: Timestamp when roadmap was created
- `phases`: Array of learning phases, each with title, duration, topics, and resources
- `recommendedSpecializations`: List of suggested specialization paths
- `estimatedCompletionTime`: Projected timeline for roadmap completion
- `nextSteps`: Immediate action items to begin the roadmap
**Validation Errors (422):** Returns validation error details if required fields are missing or malformed.
---
### GET /api/aiot/specializations
**Get Available Specializations**
Retrieves the complete list of available specialization paths within the AIoT engineering discipline.
**Parameters:** None
**Response Shape:**
Returns a JSON array of specialization objects, each containing:
- Specialization name and identifier
- Description and scope
- Required prerequisite skills
- Typical career outcomes
- Industry demand metrics
- Associated learning modules
---
### GET /api/aiot/learning-paths
**Get All Learning Paths**
Retrieves all structured learning paths available in the platform, organized by skill level and domain.
**Parameters:** None
**Response Shape:**
Returns a JSON array of learning path objects, each containing:
- Path identifier and title
- Target skill level (beginner, intermediate, advanced)
- Domain focus area (edge computing, machine learning, IoT architecture, etc.)
- List of courses and modules
- Estimated duration
- Recommended prerequisites
- Completion certifications
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/career/aiot-engineer
- **API Docs:** https://api.mkkpro.com:8097/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "AIoT Engineer Roadmap",
"description": "Professional AI + IoT Engineering Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/aiot/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized AIoT engineering roadmap",
"operationId": "generate_roadmap_api_aiot_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/aiot/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_aiot_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/aiot/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_aiot_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"type": "object",
"title": "Experience",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional career development platform that generates personalized edge computing engineering roadmaps based on individual skills, experience, and career g...
---
name: Edge Computing Engineer Roadmap
description: Professional career development platform that generates personalized edge computing engineering roadmaps based on individual skills, experience, and career goals.
---
# Overview
The Edge Computing Engineer Roadmap platform is a specialized career development tool designed for professionals pursuing expertise in edge computing engineering. This API-driven platform analyzes individual technical backgrounds, current skill levels, and professional objectives to generate customized learning pathways and specialization recommendations.
Edge computing represents the frontier of distributed systems architecture, where computational processing occurs closer to data sources rather than in centralized cloud environments. Engineers in this domain require diverse competencies spanning hardware optimization, real-time systems, IoT protocols, and distributed computing principles. This platform bridges the gap between current capabilities and industry-demanded expertise by providing structured, personalized guidance.
The roadmap service is ideal for career changers, mid-level engineers seeking specialization, and organizations developing internal talent pipelines. By combining assessment data with curated learning paths and specialization frameworks, users gain actionable intelligence for strategic skill development and career progression in the rapidly evolving edge computing landscape.
## Usage
**Generate a personalized edge computing engineering roadmap:**
```json
{
"assessmentData": {
"experience": {
"yearsInTech": 5,
"previousRoles": ["Software Engineer", "Systems Administrator"],
"industriesExposed": ["Cloud Computing", "IoT"]
},
"skills": {
"programming": ["Python", "C++", "Go"],
"infrastructure": ["Kubernetes", "Docker"],
"distributed_systems": "intermediate"
},
"goals": {
"targetRole": "Edge Computing Architect",
"timeline": "18 months",
"focusAreas": ["Real-time Systems", "Edge AI"]
},
"sessionId": "sess_abc123def456",
"timestamp": "2025-01-15T10:30:00Z"
},
"sessionId": "sess_abc123def456",
"userId": 42,
"timestamp": "2025-01-15T10:30:00Z"
}
```
**Sample Response:**
```json
{
"roadmapId": "roadmap_xyz789",
"userId": 42,
"generatedAt": "2025-01-15T10:30:15Z",
"estimatedDuration": "18 months",
"phases": [
{
"phase": 1,
"title": "Foundations Reinforcement",
"duration": "3 months",
"focus": ["Distributed Systems Theory", "Real-time Operating Systems", "Edge Hardware Fundamentals"],
"resources": ["RTOS Design Patterns", "Edge Computing Fundamentals Course"],
"milestones": ["Complete RTOS certification", "Deploy first edge application"]
},
{
"phase": 2,
"title": "Specialization: Edge AI",
"duration": "6 months",
"focus": ["TensorFlow Lite", "Model Optimization", "Inference Deployment"],
"resources": ["Edge AI Workshop", "Mobile ML Specialization"],
"milestones": ["Optimize ML model for edge", "Deploy inference pipeline"]
},
{
"phase": 3,
"title": "Advanced Architecture",
"duration": "6 months",
"focus": ["Edge Orchestration", "Security at Edge", "Performance Optimization"],
"resources": ["Advanced Edge Architecture Course"],
"milestones": ["Design enterprise edge solution", "Achieve architect certification"]
}
],
"recommendedSpecializations": [
{
"name": "Edge AI Engineer",
"relevance": "high",
"marketDemand": "very_high"
},
{
"name": "IoT Systems Engineer",
"relevance": "high",
"marketDemand": "high"
}
],
"skillGaps": [
"Edge Security Architecture",
"Advanced Kubernetes at Edge",
"5G Integration"
],
"nextSteps": [
"Enroll in Real-time Systems course",
"Build portfolio project: Smart City Edge Application",
"Join edge computing community forums"
]
}
```
## Endpoints
### `GET /`
**Health Check Endpoint**
Verifies API availability and service status.
**Parameters:** None
**Response:**
```json
{
"status": "healthy",
"service": "Edge Computing Engineer Roadmap API",
"version": "1.0.0"
}
```
---
### `POST /api/edge/roadmap`
**Generate Personalized Roadmap**
Generates a customized career roadmap based on assessment data including experience, current skills, and professional goals.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| `assessmentData` | AssessmentData object | Yes | Contains experience, skills, goals, session ID, and timestamp |
| `assessmentData.experience` | object | No | Professional background and industry exposure |
| `assessmentData.skills` | object | No | Current technical competencies organized by category |
| `assessmentData.goals` | object | No | Career objectives, target roles, and focus areas |
| `assessmentData.sessionId` | string | Yes | Unique session identifier for tracking |
| `assessmentData.timestamp` | string | Yes | ISO 8601 timestamp of assessment |
| `sessionId` | string | Yes | Session identifier for the roadmap request |
| `userId` | integer or null | No | User identifier for personalization and tracking |
| `timestamp` | string | Yes | ISO 8601 timestamp of request generation |
**Response:** Structured roadmap object containing phases, milestones, specialization recommendations, skill gaps, and actionable next steps.
**Status Codes:**
- `200`: Roadmap successfully generated
- `422`: Validation error in request payload
---
### `GET /api/edge/specializations`
**Retrieve Available Specializations**
Fetches all available edge computing specialization pathways and career tracks.
**Parameters:** None
**Response:**
```json
{
"specializations": [
{
"id": "edge_ai_engineer",
"name": "Edge AI Engineer",
"description": "Specialize in deploying machine learning models at the edge",
"requiredSkills": ["ML/DL", "Optimization", "C++", "TensorFlow Lite"],
"averageSalary": "$120k-$160k",
"marketDemand": "very_high",
"careerPath": "Intermediate to Senior"
},
{
"id": "iot_systems_engineer",
"name": "IoT Systems Engineer",
"description": "Design and optimize IoT systems for edge deployment",
"requiredSkills": ["Embedded Systems", "IoT Protocols", "Hardware", "Python/C"],
"averageSalary": "$110k-$150k",
"marketDemand": "high",
"careerPath": "Intermediate to Senior"
}
]
}
```
---
### `GET /api/edge/learning-paths`
**Retrieve All Learning Paths**
Retrieves comprehensive learning paths covering all aspects of edge computing engineering.
**Parameters:** None
**Response:**
```json
{
"learningPaths": [
{
"id": "path_distributed_systems",
"title": "Distributed Systems Fundamentals",
"duration": "12 weeks",
"difficulty": "intermediate",
"topics": ["CAP Theorem", "Consistency Models", "Consensus Algorithms"],
"resources": ["MIT Distributed Systems Course", "DDIA Book"]
},
{
"id": "path_realtime_systems",
"title": "Real-time Operating Systems",
"duration": "10 weeks",
"difficulty": "advanced",
"topics": ["Scheduling", "Interrupt Handling", "Determinism"],
"resources": ["RTOS Design Patterns", "FreeRTOS Documentation"]
},
{
"id": "path_edge_ai",
"title": "Edge AI & Machine Learning",
"duration": "16 weeks",
"difficulty": "advanced",
"topics": ["Model Quantization", "Inference Optimization", "TensorFlow Lite"],
"resources": ["Google Edge AI Course", "Mobile ML Specialization"]
}
]
}
```
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/career/edge-computing
- API Docs: https://api.mkkpro.com:8096/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Edge Computing Engineer Roadmap",
"description": "Professional Edge Computing Engineering Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/edge/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized edge computing engineering roadmap",
"operationId": "generate_roadmap_api_edge_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/edge/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_edge_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/edge/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_edge_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"type": "object",
"title": "Experience",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional career roadmap generator for AI-powered cyber-physical security specialists with personalized learning paths and industry focus.
---
name: Digital Twin Security Analyst Roadmap
description: Professional career roadmap generator for AI-powered cyber-physical security specialists with personalized learning paths and industry focus.
---
# Overview
The Digital Twin Security Analyst Roadmap is a professional development platform designed to guide security professionals toward expertise in cyber-physical security and digital twin technologies. This tool generates personalized career paths based on individual background, current skills, career goals, and target industry, enabling professionals to navigate the emerging field of digital twin security with structured, data-driven guidance.
Digital twins—virtual replicas of physical systems—represent a critical security frontier as organizations increasingly adopt IoT, industrial automation, and smart infrastructure. This roadmap helps security analysts, infrastructure engineers, and IT professionals develop the specialized competencies required to protect these complex, interconnected systems. The platform identifies skill gaps, recommends learning resources, and provides industry-specific specialization paths.
Ideal users include cybersecurity professionals transitioning into industrial/OT security, infrastructure engineers building security expertise, security architects designing cyber-physical protection strategies, and organizations developing internal talent for emerging security domains.
# Usage
**Generate a personalized Digital Twin Security Analyst roadmap:**
```json
{
"assessmentData": {
"background": {
"yearsExperience": 5,
"currentRole": "Security Engineer",
"previousRoles": ["IT Support", "System Administrator"]
},
"skills": {
"technical": ["Python", "Network Analysis", "Linux"],
"certifications": ["Security+", "CySA+"],
"expertise": ["Network Security", "Vulnerability Assessment"]
},
"goals": {
"primary": "Become Digital Twin Security Specialist",
"timeline": "12 months",
"careerPath": "Technical Leadership"
},
"industry": {
"focus": "Critical Infrastructure",
"sector": "Energy",
"interests": ["SCADA", "ICS Security", "Resilience"]
},
"sessionId": "sess_a7c2d1f9e4b3",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_a7c2d1f9e4b3",
"userId": 12847,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Sample Response:**
```json
{
"roadmapId": "rm_98f7c3d2a1b5",
"userId": 12847,
"generatedAt": "2024-01-15T10:30:45Z",
"profile": {
"currentLevel": "Intermediate",
"targetLevel": "Expert",
"estimatedDuration": "12 months",
"industryFocus": "Critical Infrastructure - Energy Sector"
},
"skillGaps": [
{
"skill": "Digital Twin Architecture",
"currentLevel": "Novice",
"requiredLevel": "Advanced",
"priority": "Critical"
},
{
"skill": "SCADA/ICS Protocol Analysis",
"currentLevel": "Beginner",
"requiredLevel": "Intermediate",
"priority": "High"
},
{
"skill": "OT Network Simulation",
"currentLevel": "None",
"requiredLevel": "Intermediate",
"priority": "High"
}
],
"specialization": "Cyber-Physical System Security Architect",
"learningPath": [
{
"phase": 1,
"duration": "3 months",
"title": "Foundations: Digital Twin & CPS Fundamentals",
"modules": [
"Introduction to Digital Twins",
"Cyber-Physical Systems Overview",
"OT/IT Convergence Landscape"
]
},
{
"phase": 2,
"duration": "3 months",
"title": "Core Competencies: ICS & Digital Twin Security",
"modules": [
"SCADA & ICS Security Deep Dive",
"Digital Twin Threat Modeling",
"Secure System Simulation"
]
},
{
"phase": 3,
"duration": "3 months",
"title": "Advanced: Architecture & Implementation",
"modules": [
"Design Secure Digital Twin Systems",
"Critical Infrastructure Protection",
"Resilience & Incident Response"
]
},
{
"phase": 4,
"duration": "3 months",
"title": "Specialization: Energy Sector Deep Dive",
"modules": [
"Smart Grid Security",
"Power System Digital Twins",
"Regulatory Compliance (NERC CIP)"
]
}
],
"certifications": [
{
"name": "Certified ICS Security Professional",
"provider": "SANS/GIAC",
"timeline": "Month 6"
},
{
"name": "Digital Twin Specialist Certification",
"provider": "Industry Board",
"timeline": "Month 10"
}
],
"resources": [
{
"type": "Online Course",
"title": "Digital Twin Security Fundamentals",
"provider": "Leading Security Platform",
"duration": "40 hours"
},
{
"type": "Lab Environment",
"title": "SCADA Simulation & Security Testing",
"hands_on": true,
"duration": "20 hours"
}
],
"milestones": [
{
"month": 3,
"goal": "Master digital twin architecture concepts",
"assessment": "Technical exam + project"
},
{
"month": 6,
"goal": "Obtain ICS Security certification",
"assessment": "GIAC exam"
},
{
"month": 9,
"goal": "Design secure CPS system",
"assessment": "Architecture review"
},
{
"month": 12,
"goal": "Lead digital twin security initiative",
"assessment": "Capstone project"
}
]
}
```
# Endpoints
## GET /
**Summary:** Root
**Description:** Health check endpoint for basic service connectivity verification.
**Parameters:** None
**Response:** Returns status indicator in JSON format.
---
## GET /health
**Summary:** Health Check
**Description:** Detailed health check providing service status, dependencies, and system information.
**Parameters:** None
**Response:** Returns comprehensive health status including service uptime, database connectivity, and component availability.
---
## POST /api/digital-twin/roadmap
**Summary:** Generate Roadmap
**Description:** Generate a personalized Digital Twin Security Analyst career roadmap based on comprehensive assessment data, skills, goals, and target industry.
**Parameters:**
| Name | Type | Required | Location | Description |
|------|------|----------|----------|-------------|
| assessmentData | object | Yes | Body | Assessment data including background, skills, goals, industry focus, session ID, and timestamp |
| assessmentData.background | object | No | Body | Professional background information (years of experience, current/previous roles) |
| assessmentData.skills | object | No | Body | Current technical skills and certifications |
| assessmentData.goals | object | No | Body | Career goals and objectives |
| assessmentData.industry | object | No | Body | Target industry and sector preferences |
| assessmentData.sessionId | string | Yes | Body | Unique session identifier for tracking |
| assessmentData.timestamp | string | Yes | Body | Assessment timestamp in ISO 8601 format |
| sessionId | string | Yes | Body | Session identifier matching assessmentData.sessionId |
| userId | integer or null | No | Body | Optional user identifier for personalization |
| timestamp | string | Yes | Body | Request timestamp in ISO 8601 format |
**Response Shape:**
```json
{
"roadmapId": "string",
"userId": "integer or null",
"generatedAt": "string",
"profile": {
"currentLevel": "string",
"targetLevel": "string",
"estimatedDuration": "string",
"industryFocus": "string"
},
"skillGaps": [
{
"skill": "string",
"currentLevel": "string",
"requiredLevel": "string",
"priority": "string"
}
],
"specialization": "string",
"learningPath": [
{
"phase": "integer",
"duration": "string",
"title": "string",
"modules": ["string"]
}
],
"certifications": [
{
"name": "string",
"provider": "string",
"timeline": "string"
}
],
"resources": [
{
"type": "string",
"title": "string",
"provider": "string",
"duration": "string"
}
],
"milestones": [
{
"month": "integer",
"goal": "string",
"assessment": "string"
}
]
}
```
**Error Responses:**
- 422 Validation Error: Request validation failed; review parameter format and required fields.
---
## GET /api/digital-twin/specializations
**Summary:** Get Specializations
**Description:** Retrieve all available specialization paths within digital twin security, enabling users to explore career options and expertise areas.
**Parameters:** None
**Response Shape:** Returns array of specialization objects with name, description, requirements, and related competencies.
---
## GET /api/digital-twin/industries
**Summary:** Get Industries
**Description:** Retrieve available industry focus areas for digital twin security applications and specialization context.
**Parameters:** None
**Response Shape:** Returns array of industry objects with sector name, description, key challenges, security priorities, and relevant technologies.
---
## GET /api/digital-twin/learning-paths
**Summary:** Get Learning Paths
**Description:** Retrieve all available learning paths, including foundational, intermediate, and advanced tracks for digital twin security development.
**Parameters:** None
**Response Shape:** Returns array of learning path objects with phase information, module titles, duration estimates, prerequisites, and progression metrics.
# Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
# About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
# References
- Kong Route: https://api.mkkpro.com/career/digital-twin-security
- API Docs: https://api.mkkpro.com:8095/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Digital Twin Security Analyst Roadmap",
"description": "Professional Career Roadmap for AI-Powered Cyber-Physical Security Specialists",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/health": {
"get": {
"summary": "Health Check",
"description": "Detailed health check",
"operationId": "health_check_health_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/digital-twin/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized Digital Twin Security Analyst roadmap",
"operationId": "generate_roadmap_api_digital_twin_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/digital-twin/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_digital_twin_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/digital-twin/industries": {
"get": {
"summary": "Get Industries",
"description": "Get available industry focus areas",
"operationId": "get_industries_api_digital_twin_industries_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/digital-twin/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_digital_twin_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"background": {
"type": "object",
"title": "Background",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"industry": {
"type": "object",
"title": "Industry",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional career roadmap platform for robotics and automation engineering with personalized learning paths and specialization guidance.
---
name: Robotics Programmer / Automation Developer Roadmap
description: Professional career roadmap platform for robotics and automation engineering with personalized learning paths and specialization guidance.
---
# Overview
The Robotics Programmer / Automation Developer Roadmap is a professional career development platform designed to guide engineers and developers through structured learning paths in robotics and automation engineering. Built for individuals at all experience levels, this platform generates personalized roadmaps based on current skills, experience, and career goals.
The platform provides comprehensive specialization paths, curated learning resources, and assessment-driven recommendations tailored to individual career trajectories. Whether you're transitioning into robotics engineering, advancing your automation skills, or specializing in a specific domain, this roadmap engine delivers actionable guidance grounded in industry best practices.
Ideal users include aspiring robotics engineers, automation developers, mechanical engineers transitioning to robotics, experienced professionals seeking specialization paths, and organizations planning technical talent development programs.
## Usage
### Generate a Personalized Robotics Roadmap
```json
{
"assessmentData": {
"experience": [
"5 years software development",
"2 years embedded systems",
"familiar with Python and C++"
],
"skills": [
"Python",
"C++",
"ROS basics",
"Linux",
"Git"
],
"goals": [
"Become a robotics systems architect",
"Master ROS 2",
"Lead autonomous systems projects"
],
"sessionId": "sess_abc123xyz",
"timestamp": "2024-01-15T10:30:00Z"
},
"sessionId": "sess_abc123xyz",
"userId": 42,
"timestamp": "2024-01-15T10:30:00Z"
}
```
**Response:**
```json
{
"roadmapId": "roadmap_xyz789",
"userId": 42,
"sessionId": "sess_abc123xyz",
"recommendedSpecializations": [
"Autonomous Systems",
"Robotics Systems Architecture",
"ROS 2 Advanced Development"
],
"learningPhases": [
{
"phase": 1,
"title": "ROS 2 Fundamentals",
"duration": "8 weeks",
"modules": [
"ROS 2 Architecture",
"Node Communication",
"Sensor Integration"
]
},
{
"phase": 2,
"title": "Autonomous Navigation",
"duration": "12 weeks",
"modules": [
"Path Planning Algorithms",
"SLAM Concepts",
"Real-world Implementation"
]
}
],
"estimatedTimeToCompletion": "6-9 months",
"nextMilestones": [
"Complete ROS 2 certification",
"Contribute to open-source robotics projects",
"Build autonomous robot prototype"
],
"generatedAt": "2024-01-15T10:30:15Z"
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Performs a basic health check on the service.
**Parameters:** None
**Response:**
- Status: 200 OK
- Content: JSON object confirming service health
---
### POST /api/robotics/roadmap
**Generate Personalized Roadmap**
Generates a customized robotics/automation career roadmap based on user assessment data, current experience, skills, and career goals.
**Parameters:**
| Name | Type | Required | Description |
|------|------|----------|-------------|
| assessmentData | AssessmentData object | Yes | User assessment containing experience, skills, goals, session ID, and timestamp |
| assessmentData.experience | Array of strings | No | List of previous experience areas and roles (default: empty) |
| assessmentData.skills | Array of strings | No | List of current technical skills (default: empty) |
| assessmentData.goals | Array of strings | No | List of career goals and aspirations (default: empty) |
| assessmentData.sessionId | String | Yes | Unique session identifier |
| assessmentData.timestamp | String | Yes | ISO 8601 timestamp of assessment |
| sessionId | String | Yes | Session identifier matching assessment data |
| userId | Integer or null | No | Optional user identifier for tracking |
| timestamp | String | Yes | ISO 8601 timestamp of roadmap request |
**Response:**
- Status: 200 OK
- Content: Personalized roadmap with learning phases, specializations, milestones, and completion timeline
- Status: 422 Validation Error
- Content: Validation errors for malformed requests
---
### GET /api/robotics/specializations
**Retrieve Available Specializations**
Returns all available specialization paths within robotics and automation engineering.
**Parameters:** None
**Response:**
- Status: 200 OK
- Content: JSON array of specialization paths including:
- Specialization name and code
- Description and focus areas
- Prerequisites and recommended experience level
- Career outcomes and salary insights
- Related certifications
---
### GET /api/robotics/learning-paths
**Retrieve All Learning Paths**
Fetches the complete catalog of available learning paths for robotics and automation development.
**Parameters:** None
**Response:**
- Status: 200 OK
- Content: JSON array of learning paths including:
- Path identifier and title
- Difficulty level and target audience
- Course modules and duration estimates
- Learning outcomes and skill acquisition
- Prerequisites and recommended sequence
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- Kong Route: https://api.mkkpro.com/career/robotics-programmer
- API Docs: https://api.mkkpro.com:8094/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Robotics Programmer / Automation Developer Roadmap",
"description": "Professional Robotics and Automation Engineering Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/robotics/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized robotics/automation roadmap",
"operationId": "generate_roadmap_api_robotics_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/robotics/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_robotics_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/robotics/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_robotics_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"items": {
"type": "string"
},
"type": "array",
"title": "Experience",
"default": []
},
"skills": {
"items": {
"type": "string"
},
"type": "array",
"title": "Skills",
"default": []
},
"goals": {
"items": {
"type": "string"
},
"type": "array",
"title": "Goals",
"default": []
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}Professional career roadmap platform that generates personalized learning paths for embedded systems engineering roles based on individual assessment data.
---
name: Embedded Systems Engineer Roadmap
description: Professional career roadmap platform that generates personalized learning paths for embedded systems engineering roles based on individual assessment data.
---
# Overview
The Embedded Systems Engineer Roadmap is a professional development platform designed to help aspiring and experienced engineers navigate their career progression in embedded systems engineering. This tool provides intelligent, personalized roadmap generation based on individual experience levels, existing skills, and career goals.
Whether you're transitioning into embedded systems, specializing in a particular domain, or planning the next phase of your career, this platform delivers structured learning paths and specialization guidance. The system evaluates your current competencies and creates targeted development strategies aligned with industry standards and real-world requirements.
Ideal users include computer science graduates, firmware developers, systems engineers, IoT professionals, and career changers seeking to establish or advance their expertise in embedded systems engineering.
## Usage
**Generate a Personalized Roadmap**
Send a POST request to `/api/embedded/roadmap` with your assessment data:
```json
{
"assessmentData": {
"experience": {
"yearsInTech": 3,
"previousRoles": ["Software Developer", "Hardware Technician"],
"industryBackground": "Consumer Electronics"
},
"skills": {
"programming": ["C", "Python"],
"hardware": ["PCB Design basics"],
"tools": ["Oscilloscope", "ARM Debugger"]
},
"goals": {
"targetRole": "Firmware Engineer",
"timeline": "12 months",
"specialization": "IoT Systems"
},
"sessionId": "sess_abc123def456",
"timestamp": "2025-01-15T10:30:00Z"
},
"sessionId": "sess_abc123def456",
"userId": 12345,
"timestamp": "2025-01-15T10:30:00Z"
}
```
**Sample Response**
```json
{
"status": "success",
"roadmapId": "roadmap_xyz789",
"personalizedPath": {
"currentLevel": "intermediate",
"targetLevel": "expert",
"estimatedDuration": "12 months",
"phases": [
{
"phase": 1,
"title": "Advanced C Programming & Real-Time Systems",
"duration": "3 months",
"topics": ["RTOS concepts", "Memory management", "Interrupt handling"]
},
{
"phase": 2,
"title": "Microcontroller Deep Dive",
"duration": "3 months",
"topics": ["ARM Cortex-M architecture", "Peripheral drivers", "Low-power design"]
},
{
"phase": 3,
"title": "IoT Specialization",
"duration": "4 months",
"topics": ["Protocol stacks", "Connectivity", "Edge computing"]
},
{
"phase": 4,
"title": "Real-World Project Capstone",
"duration": "2 months",
"topics": ["Project planning", "Testing & validation", "Deployment"]
}
],
"recommendedSpecializations": ["IoT Systems", "Real-Time OS", "Wireless Protocols"],
"skillGaps": ["Advanced RTOS", "Wireless protocols", "Low-power optimization"],
"resources": [
"Recommended courses",
"Technical certifications",
"Open-source projects"
]
}
}
```
## Endpoints
### GET /
**Health Check Endpoint**
Verifies API availability and connectivity.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| (none) | — | — | No parameters required |
**Response:** Returns 200 OK with service status.
---
### POST /api/embedded/roadmap
**Generate Personalized Roadmap**
Creates a customized embedded systems engineering career roadmap based on assessment data provided in the request body.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `assessmentData` | AssessmentData object | Yes | Contains experience, skills, goals, sessionId, and timestamp |
| `sessionId` | string | Yes | Unique session identifier for tracking this roadmap generation |
| `userId` | integer or null | No | Optional user identifier for linking to user profile |
| `timestamp` | string | Yes | ISO 8601 timestamp of request creation |
**AssessmentData Schema:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `experience` | object | No | Experience details (years, roles, industry background) |
| `skills` | object | No | Current technical skills and competencies |
| `goals` | object | No | Career goals and target specializations |
| `sessionId` | string | Yes | Session identifier for correlation |
| `timestamp` | string | Yes | Timestamp of assessment |
**Response:** Returns 200 OK with personalized roadmap including phases, specialization recommendations, skill gaps, and learning resources. Returns 422 on validation errors.
---
### GET /api/embedded/specializations
**Get Available Specializations**
Retrieves all available specialization paths within embedded systems engineering.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| (none) | — | — | No parameters required |
**Response:** Returns 200 OK with array of available specialization options and descriptions.
---
### GET /api/embedded/learning-paths
**Get All Learning Paths**
Retrieves comprehensive list of all available learning paths for embedded systems engineering.
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| (none) | — | — | No parameters required |
**Response:** Returns 200 OK with array of learning paths, each containing structured modules, skill requirements, and progression milestones.
## Pricing
| Plan | Calls/Day | Calls/Month | Price |
|------|-----------|-------------|-------|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
## About
ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.
- [toolweb.in](https://toolweb.in)
- [portal.toolweb.in](https://portal.toolweb.in)
- [hub.toolweb.in](https://hub.toolweb.in)
- [toolweb.in/openclaw/](https://toolweb.in/openclaw/)
- [rapidapi.com/user/mkrishna477](https://rapidapi.com/user/mkrishna477)
- [youtube.com/@toolweb-009](https://youtube.com/@toolweb-009)
## References
- **Kong Route:** https://api.mkkpro.com/career/embedded-systems
- **API Docs:** https://api.mkkpro.com:8093/docs
FILE:openapi.json
{
"openapi": "3.1.0",
"info": {
"title": "Embedded Systems Engineer Roadmap",
"description": "Professional Embedded Systems Engineering Career Roadmap Platform",
"version": "1.0.0"
},
"paths": {
"/": {
"get": {
"summary": "Root",
"description": "Health check endpoint",
"operationId": "root__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/embedded/roadmap": {
"post": {
"summary": "Generate Roadmap",
"description": "Generate personalized Embedded Systems engineering roadmap",
"operationId": "generate_roadmap_api_embedded_roadmap_post",
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RoadmapRequest"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
"/api/embedded/specializations": {
"get": {
"summary": "Get Specializations",
"description": "Get available specialization paths",
"operationId": "get_specializations_api_embedded_specializations_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
},
"/api/embedded/learning-paths": {
"get": {
"summary": "Get Learning Paths",
"description": "Get all available learning paths",
"operationId": "get_learning_paths_api_embedded_learning_paths_get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
}
}
}
}
},
"components": {
"schemas": {
"AssessmentData": {
"properties": {
"experience": {
"type": "object",
"title": "Experience",
"default": {}
},
"skills": {
"type": "object",
"title": "Skills",
"default": {}
},
"goals": {
"type": "object",
"title": "Goals",
"default": {}
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"sessionId",
"timestamp"
],
"title": "AssessmentData"
},
"HTTPValidationError": {
"properties": {
"detail": {
"items": {
"$ref": "#/components/schemas/ValidationError"
},
"type": "array",
"title": "Detail"
}
},
"type": "object",
"title": "HTTPValidationError"
},
"RoadmapRequest": {
"properties": {
"assessmentData": {
"$ref": "#/components/schemas/AssessmentData"
},
"sessionId": {
"type": "string",
"title": "Sessionid"
},
"userId": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Userid"
},
"timestamp": {
"type": "string",
"title": "Timestamp"
}
},
"type": "object",
"required": [
"assessmentData",
"sessionId",
"timestamp"
],
"title": "RoadmapRequest"
},
"ValidationError": {
"properties": {
"loc": {
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "integer"
}
]
},
"type": "array",
"title": "Location"
},
"msg": {
"type": "string",
"title": "Message"
},
"type": {
"type": "string",
"title": "Error Type"
}
},
"type": "object",
"required": [
"loc",
"msg",
"type"
],
"title": "ValidationError"
}
}
}
}