/install bi-analyst
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 generation422: 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.
- toolweb.in
- portal.toolweb.in
- hub.toolweb.in
- toolweb.in/openclaw/
- rapidapi.com/user/mkrishna477
- youtube.com/@toolweb-009
References
- Kong Route: https://api.mkkpro.com/career/bi-analyst
- API Docs: https://api.mkkpro.com:8053/docs
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install bi-analyst - 安装完成后,直接呼叫该 Skill 的名称或使用
/bi-analyst触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
BI Analyst 是什么?
Generate personalized career roadmaps for aspiring Business Intelligence analysts based on assessment data, experience, and professional goals. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 148 次。
如何安装 BI Analyst?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install bi-analyst」即可一键安装,无需额外配置。
BI Analyst 是免费的吗?
是的,BI Analyst 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
BI Analyst 支持哪些平台?
BI Analyst 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 BI Analyst?
由 ToolWeb(@krishnakumarmahadevan-cmd)开发并维护,当前版本 v1.0.0。