Bioinformatics

v1.0.0

Professional career roadmap platform that generates personalized learning paths for bioinformatics specialists based on skills assessment and career goals.

0· 124·0 current·0 all-time

Install

OpenClaw Prompt Flow

Install with OpenClaw

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

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Bioinformatics" (krishnakumarmahadevan-cmd/toolweb-bioinformatics) from ClawHub.
Skill page: https://clawhub.ai/krishnakumarmahadevan-cmd/toolweb-bioinformatics
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

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install toolweb-bioinformatics

ClawHub CLI

Package manager switcher

npx clawhub@latest install toolweb-bioinformatics
Security Scan
VirusTotalVirusTotal
Benign
View report →
OpenClawOpenClaw
Benign
high confidence
Purpose & Capability
Name, description, SKILL.md content, and openapi.json consistently describe a career-roadmap API for bioinformatics; the resources and endpoints described are coherent with the stated purpose. However, the package includes no server/base URL, no homepage/source details, and no documentation of an actual backend service — so while conceptually aligned, it lacks the connection details needed to function.
Instruction Scope
SKILL.md provides concrete request/response examples and endpoint descriptions and does not instruct the agent to read local files, environment variables, or other unrelated system data. The instructions do not direct data to unexpected external endpoints, but they also do not specify the API host, authentication method, or how pricing/quotas are enforced — leaving an important gap in runtime behavior.
Install Mechanism
No install spec and no code files beyond documentation/OpenAPI are included, so nothing will be written to disk or executed during install. This is the lowest-risk install posture.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. That is proportional to the described capability (a readonly API description).
Persistence & Privilege
always is false and the skill does not request elevated platform privileges or modify other skills/configurations. Default autonomous invocation is allowed (platform default) but is not combined with other concerning privileges here.
Assessment
This skill appears honest about its purpose and does not request secrets or install code, so it is not incoherent or clearly malicious. However it is incomplete: there is no API host/server URL, no authentication or billing details, and no homepage or source — meaning the agent cannot actually call a backend as-is. Before installing or using it, ask the publisher for the API base URL, required auth (API key/OAuth), and privacy terms; do not send sensitive personal data or credentials to this skill until you confirm where requests will be sent and how they are protected. If you cannot obtain a legitimate endpoint and developer contact, treat the skill as nonfunctional and avoid invoking it.

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

latestvk97efzdfw0ztfq5aaf0xm560d9843138
124downloads
0stars
1versions
Updated 3w ago
v1.0.0
MIT-0

Overview

The Bioinformatics Specialist Roadmap API is a professional career development platform designed to guide individuals pursuing a career in bioinformatics. It provides personalized roadmaps, specialization paths, and structured learning curricula tailored to individual experience levels, existing skills, and career objectives.

This platform leverages assessment data to create targeted development plans that help users navigate the complex landscape of bioinformatics education and professional growth. Whether you're transitioning into bioinformatics from a related field, advancing your specialization, or seeking to fill specific skill gaps, this API delivers curated learning pathways and career guidance.

Ideal users include career changers entering bioinformatics, students planning their academic trajectory, working professionals seeking advancement, and organizations designing training programs for their teams.

Usage

Generate a personalized bioinformatics career roadmap by submitting your current skills, experience level, and career goals.

Sample Request:

{
  "sessionId": "sess_abc123def456",
  "userId": 12345,
  "timestamp": "2024-01-15T14:30:00Z",
  "assessmentData": {
    "sessionId": "sess_abc123def456",
    "timestamp": "2024-01-15T14:30:00Z",
    "experience": {
      "yearsInBiology": 3,
      "yearsInProgramming": 2,
      "currentRole": "Junior Biologist"
    },
    "skills": {
      "programming": ["Python", "R"],
      "biology": ["Molecular Biology", "Genetics"],
      "bioinformatics": ["Sequence Analysis", "Basic NGS"]
    },
    "goals": {
      "primary": "Become a Computational Biologist",
      "timeline": "18 months",
      "focusAreas": ["Machine Learning in Genomics", "Structural Biology"]
    }
  }
}

Sample Response:

{
  "roadmapId": "roadmap_xyz789",
  "userId": 12345,
  "sessionId": "sess_abc123def456",
  "generatedAt": "2024-01-15T14:30:15Z",
  "specialization": "Computational Genomics",
  "estimatedDuration": "18 months",
  "phases": [
    {
      "phase": 1,
      "title": "Foundation Building",
      "duration": "3 months",
      "topics": [
        "Advanced Python for Bioinformatics",
        "Statistics for Genomics",
        "Sequence Alignment Algorithms"
      ],
      "resources": ["Online Courses", "Research Papers", "Interactive Labs"]
    },
    {
      "phase": 2,
      "title": "Specialization Development",
      "duration": "6 months",
      "topics": [
        "Machine Learning Applications",
        "NGS Data Analysis",
        "Structural Biology Prediction"
      ],
      "resources": ["Advanced Courses", "Real Datasets", "Mentorship"]
    },
    {
      "phase": 3,
      "title": "Professional Application",
      "duration": "9 months",
      "topics": [
        "Independent Research Projects",
        "Industry Tools & Pipelines",
        "Publication & Presentation Skills"
      ],
      "resources": ["Industry Partnerships", "Portfolio Building", "Networking"]
    }
  ],
  "nextSteps": [
    "Enroll in Advanced Python for Bioinformatics",
    "Set up local bioinformatics development environment",
    "Join bioinformatics community forums"
  ]
}

Endpoints

GET /

Health Check Endpoint

Verifies API availability and returns service status.

Parameters: None

Response:

  • Status: 200 OK
  • Content-Type: application/json
  • Body: Service health information (schema varies)

POST /api/bioinformatics/roadmap

Generate Personalized Roadmap

Creates a customized bioinformatics career roadmap based on assessment data including current skills, experience, and professional goals.

Parameters:

NameTypeRequiredDescription
assessmentDataAssessmentDataYesAssessment data containing experience, skills, and goals
sessionIdstringYesUnique session identifier for tracking
userIdinteger or nullNoOptional user identifier for personalization
timestampstringYesISO 8601 timestamp of roadmap request

AssessmentData Schema:

NameTypeRequiredDescription
experienceobjectNoUser's professional and educational background (default: {})
skillsobjectNoCurrent technical and domain skills (default: {})
goalsobjectNoCareer objectives and aspirations (default: {})
sessionIdstringYesSession identifier for this assessment
timestampstringYesISO 8601 timestamp of assessment

Response:

  • Status: 200 OK
  • Content-Type: application/json
  • Body: Personalized roadmap with phases, topics, resources, and next steps

Error Responses:

  • Status: 422 Unprocessable Entity
  • Content-Type: application/json
  • Body: Validation errors with field locations and error messages

GET /api/bioinformatics/specializations

Get Available Specializations

Retrieves all available bioinformatics specialization paths and career tracks.

Parameters: None

Response:

  • Status: 200 OK
  • Content-Type: application/json
  • Body: Array of specialization objects with titles, descriptions, and prerequisites

GET /api/bioinformatics/learning-paths

Get All Learning Paths

Retrieves comprehensive listing of all available learning paths and educational curricula in bioinformatics.

Parameters: None

Response:

  • Status: 200 OK
  • Content-Type: application/json
  • Body: Array of learning path objects with duration, difficulty levels, and content modules

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

Comments

Loading comments...