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krishnakumarmahadevan-cmd

BI Analyst

by ToolWeb · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install bi-analyst
Description
Generate personalized career roadmaps for aspiring Business Intelligence analysts based on assessment data, experience, and professional goals.
README (SKILL.md)

Overview

The Business Intelligence Analyst Roadmap is a professional career development platform designed to create customized learning and advancement paths for individuals pursuing a career in Business Intelligence. This API analyzes your current experience level, technical skills, and career objectives to generate a structured roadmap that guides your professional growth.

Whether you're transitioning from data analysis, looking to advance your BI capabilities, or starting fresh in the field, this platform provides intelligent, personalized guidance. The API accepts detailed assessment data including your existing experience, skill inventory, and career goals, then synthesizes this information into an actionable roadmap tailored to your unique situation.

Ideal users include career changers exploring BI roles, junior analysts seeking structured advancement paths, IT professionals expanding into business intelligence, and managers planning team development initiatives.

Usage

Sample Request

{
  "sessionId": "session-abc123-def456",
  "userId": 12345,
  "timestamp": "2024-01-15T10:30:00Z",
  "assessmentData": {
    "sessionId": "session-abc123-def456",
    "timestamp": "2024-01-15T10:30:00Z",
    "experience": {
      "currentRole": "Data Analyst",
      "yearsInRole": 3,
      "previousRoles": ["SQL Developer", "Business Analyst"],
      "yearsInIT": 5
    },
    "skills": {
      "technical": ["SQL", "Python", "Tableau", "Excel"],
      "businessDomain": ["Financial Services", "Healthcare"],
      "soft": ["Communication", "Problem Solving"]
    },
    "goals": {
      "targetRole": "Senior BI Analyst",
      "timeframe": "18 months",
      "focusAreas": ["Advanced Analytics", "Data Modeling", "Leadership"]
    }
  }
}

Sample Response

{
  "roadmapId": "roadmap-xyz789",
  "sessionId": "session-abc123-def456",
  "userId": 12345,
  "timestamp": "2024-01-15T10:30:00Z",
  "currentProfile": {
    "level": "Intermediate",
    "experience": "3 years as Data Analyst",
    "strengths": ["SQL", "Tableau", "Financial domain knowledge"]
  },
  "phases": [
    {
      "phase": 1,
      "duration": "0-6 months",
      "title": "Advanced Analytics & Data Modeling",
      "skills": ["Advanced SQL", "Dimensional Modeling", "ETL Concepts"],
      "resources": ["Online courses", "Certifications", "Hands-on projects"],
      "milestones": ["Complete data modeling certification", "Lead 2 ETL projects"]
    },
    {
      "phase": 2,
      "duration": "6-12 months",
      "title": "BI Tools & Cloud Platforms",
      "skills": ["Power BI", "Cloud BI (Azure/AWS)", "Performance Tuning"],
      "resources": ["Microsoft certifications", "Cloud training", "Migration projects"],
      "milestones": ["Azure BI certification", "Migrate legacy dashboards to cloud"]
    },
    {
      "phase": 3,
      "duration": "12-18 months",
      "title": "Leadership & Strategic Skills",
      "skills": ["Team leadership", "Strategic planning", "Stakeholder management"],
      "resources": ["Management courses", "Mentoring", "Cross-functional projects"],
      "milestones": ["Lead BI team project", "Present strategic roadmap to executives"]
    }
  ],
  "nextSteps": [
    "Enroll in Advanced SQL course (Week 1)",
    "Join BI community of practice (Week 2)",
    "Schedule mentoring sessions with Senior BI Lead (Week 3)"
  ],
  "estimatedCareerGrowth": "3-4 level progression to Senior BI Analyst"
}

Endpoints

GET /

Method: GET
Path: /
Description: Root endpoint for API connectivity verification.

Parameters: None

Response: Returns a successful response confirming API availability.


POST /api/bi/roadmap

Method: POST
Path: /api/bi/roadmap
Description: Generates a personalized Business Intelligence analyst career roadmap based on provided assessment data.

Request Body Parameters:

Parameter Type Required Description
sessionId string Yes Unique identifier for the assessment session
userId integer or null No Unique identifier for the user (optional)
timestamp string Yes ISO 8601 timestamp of the request
assessmentData object Yes Nested assessment data containing experience, skills, and goals
assessmentData.sessionId string Yes Session identifier matching parent sessionId
assessmentData.timestamp string Yes ISO 8601 timestamp of assessment
assessmentData.experience object No Object containing experience details (years in role, previous positions, industry background)
assessmentData.skills object No Object containing skill inventory (technical, domain, soft skills)
assessmentData.goals object No Object containing career goals (target role, timeframe, focus areas)

Response: Returns a comprehensive personalized roadmap including:

  • Current profile assessment
  • Multi-phase development plan with timelines
  • Skill acquisition priorities
  • Recommended resources and certifications
  • Milestone checkpoints
  • Immediate next steps
  • Career growth projections

Status Codes:

  • 200: Successful roadmap generation
  • 422: Validation error (missing or invalid request parameters)

GET /health

Method: GET
Path: /health
Description: Health check endpoint for monitoring API availability and service status.

Parameters: None

Response: Returns service health status and availability confirmation.

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.

References

Usage Guidance
This skill is an instruction-only API spec for creating BI career roadmaps and appears internally consistent. Before installing or using it, confirm (1) the actual API host/endpoints you or the agent will call—this skill does not include a hosting URL—and (2) the privacy/security policy of that host, because you may send personal assessment data. No credentials or installs are required by the skill itself, so the main risk is accidentally transmitting sensitive user data to an unknown external service; verify the service operator and pricing/terms before sending real user data.
Capability Analysis
Type: OpenClaw Skill Name: bi-analyst Version: 1.0.0 The skill bundle describes a legitimate Business Intelligence Analyst career roadmap generator. The SKILL.md and openapi.json files define standard API endpoints for processing user-provided career data (skills, experience, goals) and returning a structured development plan. No evidence of malicious instructions, data exfiltration, or unauthorized execution was found.
Capability Assessment
Purpose & Capability
Name and description match the provided SKILL.md and openapi.json. The skill does not request unrelated binaries, credentials, or config paths and the provided endpoints/schema align with generating a roadmap.
Instruction Scope
SKILL.md is limited to describing request/response payloads and endpoints for generating roadmaps and health checks. It does not instruct reading local files, environment variables, or other system state. One small note: the API host/base URL is not specified in the documentation—invocation would require a runtime endpoint decision outside the skill, so callers should confirm the target host before sending user data.
Install Mechanism
No install spec or code files; this is instruction-only. Nothing will be written to disk or downloaded during install.
Credentials
Requires no environment variables, secrets, or credentials. The declared environment access is minimal and proportional to the skill's purpose.
Persistence & Privilege
Skill is not always-enabled and uses default model invocation behavior. It does not request system-wide configuration changes or persistent privileges.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install bi-analyst
  3. After installation, invoke the skill by name or use /bi-analyst
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the Business Intelligence Analyst Roadmap skill. - Generates personalized BI career roadmaps based on assessment data, experience, and goals. - Provides multi-phase development plans with skill priorities, resources, milestones, and next steps. - Includes API endpoints for roadmap creation, health checks, and connectivity verification. - Free and paid pricing plans available to support a range of usage needs.
Metadata
Slug bi-analyst
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is BI Analyst?

Generate personalized career roadmaps for aspiring Business Intelligence analysts based on assessment data, experience, and professional goals. It is an AI Agent Skill for Claude Code / OpenClaw, with 148 downloads so far.

How do I install BI Analyst?

Run "/install bi-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is BI Analyst free?

Yes, BI Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does BI Analyst support?

BI Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created BI Analyst?

It is built and maintained by ToolWeb (@krishnakumarmahadevan-cmd); the current version is v1.0.0.

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