Business Analyst

v1.0.0

Professional Business Analyst career roadmap platform that generates personalized learning paths for IT, Data, and Finance specializations.

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Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for krishnakumarmahadevan-cmd/toolweb-business-analyst.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Business Analyst" (krishnakumarmahadevan-cmd/toolweb-business-analyst) from ClawHub.
Skill page: https://clawhub.ai/krishnakumarmahadevan-cmd/toolweb-business-analyst
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

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OpenClaw CLI

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openclaw skills install toolweb-business-analyst

ClawHub CLI

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npx clawhub@latest install toolweb-business-analyst
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Purpose & Capability
The name/description (Business Analyst roadmap generator) match the SKILL.md and openapi.json which describe roadmap-generation endpoints and schemas. The skill requests no binaries, env vars, or installs — appropriate for a lightweight API-integration/instruction-only skill.
Instruction Scope
SKILL.md contains API endpoint descriptions, example requests/responses, and an OpenAPI schema. It does not instruct the agent to read local files, access unrelated env vars, or exfiltrate data. However, the skill does not include a base URL, authentication mechanism, or hosting details — that omission means the runtime needs a target endpoint to call (or the description is purely illustrative).
Install Mechanism
No install spec and no code files are provided, so nothing is written to disk or executed by an installer. This is the lowest-risk install posture for a skill.
Credentials
The skill declares no required environment variables or credentials. That is proportionate to the described functionality. Note: if a real deployment requires authentication, the current skill lacks that detail (not a direct security red flag, but an operational gap).
Persistence & Privilege
The skill does not request persistent presence (always is false) and does not indicate modification of other skills or system configuration. Autonomous invocation (disable-model-invocation=false) is platform-default and expected for an invocable skill.
Assessment
This skill is internally consistent and low-risk because it only provides API documentation and examples and requests no installs or credentials. Before installing or using it, confirm: (1) what concrete API endpoint and host the agent will call (SKILL.md lacks a base URL); (2) whether the real service requires authentication and where those credentials would be stored; (3) how the service handles personal data you send (assessmentData can include PII); and (4) that you trust the provider or have reviewed their privacy/security policy. If you plan to send sensitive data, require authenticated endpoints and a clear data-retention/privacy agreement first.

Like a lobster shell, security has layers — review code before you run it.

latestvk97fx56ajxypg2jk1nyzkx5xj983rvyv
114downloads
0stars
1versions
Updated 1mo ago
v1.0.0
MIT-0

Overview

The Business Analyst Roadmap API is a comprehensive career development platform designed for aspiring and experienced Business Analysts working across IT, Data, and Finance domains. This API enables organizations and individuals to generate personalized career roadmaps based on current experience, skills assessment, and professional goals.

The platform provides intelligent roadmap generation that adapts to individual career trajectories, offers curated learning paths aligned with industry standards, and helps professionals identify critical skill gaps. Built for practitioners seeking structured guidance in their BA career progression, it serves as a single source of truth for skill development, specialization selection, and milestone planning.

Ideal users include career-focused Business Analysts, HR departments building talent development programs, consulting firms designing upskilling initiatives, and educational institutions creating BA curriculum frameworks.

Usage

Generate a personalized Business Analyst roadmap:

POST /api/ba/roadmap

{
  "sessionId": "session-2024-001",
  "userId": 1001,
  "timestamp": "2024-01-15T10:30:00Z",
  "assessmentData": {
    "experience": {
      "yearsInRole": 3,
      "previousRoles": ["Business Analyst", "Data Analyst"],
      "industries": ["Financial Services", "Technology"]
    },
    "skills": {
      "technical": ["SQL", "Tableau", "Python"],
      "soft": ["Communication", "Problem Solving", "Stakeholder Management"],
      "proficiency": "intermediate"
    },
    "goals": {
      "targetRole": "Senior Business Analyst",
      "specialization": "Data Analytics",
      "timeline": "12-18 months"
    },
    "sessionId": "session-2024-001",
    "timestamp": "2024-01-15T10:30:00Z"
  }
}

Sample Response:

{
  "roadmapId": "roadmap-2024-001",
  "userId": 1001,
  "specialization": "Data Analytics",
  "currentLevel": "intermediate",
  "targetLevel": "advanced",
  "estimatedTimeline": "12-18 months",
  "phases": [
    {
      "phase": 1,
      "name": "Foundation Strengthening",
      "duration": "3-4 months",
      "skills": ["Advanced SQL", "Statistical Analysis", "Data Modeling"],
      "courses": ["SQL Mastery", "Statistics Fundamentals"],
      "milestones": ["Complete SQL certification", "Build 2 data models"]
    },
    {
      "phase": 2,
      "name": "Advanced Analytics",
      "duration": "4-6 months",
      "skills": ["Machine Learning Basics", "Advanced Tableau", "Python for Analytics"],
      "courses": ["ML for Business", "Advanced Visualization"],
      "milestones": ["ML certification", "Tableau portfolio project"]
    },
    {
      "phase": 3,
      "name": "Leadership Transition",
      "duration": "5-8 months",
      "skills": ["Team Leadership", "Strategic Analysis", "Business Intelligence Architecture"],
      "courses": ["BA Leadership", "Enterprise BI Solutions"],
      "milestones": ["Lead analytics team", "Present strategic initiative"]
    }
  ],
  "skillGaps": [
    "Machine Learning fundamentals",
    "Advanced Python for data science",
    "Enterprise data governance"
  ],
  "recommendedCertifications": [
    "Microsoft Certified: Data Analyst Associate",
    "Google Advanced Data Analytics Certificate",
    "IIBA CBAP"
  ],
  "nextSteps": ["Enroll in ML course", "Join data analytics community", "Schedule mentorship"],
  "generatedAt": "2024-01-15T10:30:00Z"
}

Endpoints

GET /

Health Check

Returns service status and confirms API availability.

Parameters: None

Response:

200 OK - Service is operational

POST /api/ba/roadmap

Generate Roadmap

Generates a personalized Business Analyst career roadmap based on assessment data, experience level, skills profile, and professional goals.

Parameters:

NameTypeRequiredDescription
sessionIdstringYesUnique session identifier for tracking
userIdinteger or nullNoUser identifier for personalized tracking
timestampstringYesISO 8601 timestamp of request
assessmentDataobjectYesAssessment data object containing experience, skills, and goals
assessmentData.experienceobjectNoProfessional experience details (years, previous roles, industries)
assessmentData.skillsobjectNoCurrent skills inventory (technical, soft, proficiency levels)
assessmentData.goalsobjectNoCareer goals (target role, specialization, timeline)
assessmentData.sessionIdstringYesSession identifier for assessment tracking
assessmentData.timestampstringYesISO 8601 timestamp of assessment

Response Shape:

{
  "roadmapId": "string",
  "userId": "integer",
  "specialization": "string",
  "currentLevel": "string",
  "targetLevel": "string",
  "estimatedTimeline": "string",
  "phases": [
    {
      "phase": "integer",
      "name": "string",
      "duration": "string",
      "skills": ["string"],
      "courses": ["string"],
      "milestones": ["string"]
    }
  ],
  "skillGaps": ["string"],
  "recommendedCertifications": ["string"],
  "nextSteps": ["string"],
  "generatedAt": "string"
}

GET /api/ba/specializations

Get Specializations

Retrieves all available Business Analyst specialization paths (IT, Data, Finance, and hybrid specializations).

Parameters: None

Response Shape:

{
  "specializations": [
    {
      "id": "string",
      "name": "string",
      "description": "string",
      "focus_areas": ["string"],
      "typical_roles": ["string"],
      "salary_range": {
        "min": "integer",
        "max": "integer",
        "currency": "string"
      },
      "demand_level": "string"
    }
  ]
}

GET /api/ba/learning-paths

Get Learning Paths

Retrieves all available curated learning paths for Business Analyst development across all specializations and proficiency levels.

Parameters: None

Response Shape:

{
  "learning_paths": [
    {
      "id": "string",
      "name": "string",
      "specialization": "string",
      "level": "string",
      "duration_weeks": "integer",
      "skills_covered": ["string"],
      "resources": [
        {
          "type": "string",
          "title": "string",
          "provider": "string",
          "duration": "string"
        }
      ],
      "prerequisites": ["string"],
      "outcomes": ["string"]
    }
  ]
}

Pricing

PlanCalls/DayCalls/MonthPrice
Free550Free
Developer20500$39/mo
Professional2005,000$99/mo
Enterprise100,0001,000,000$299/mo

About

ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.

References

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