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Install in OpenClaw
/install toolweb-bioinformatics
Description
Professional career roadmap platform that generates personalized learning paths for bioinformatics specialists based on skills assessment and career goals.
Usage Guidance
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.
Capability Analysis
Type: OpenClaw Skill
Name: toolweb-bioinformatics
Version: 1.0.0
The skill bundle describes a legitimate bioinformatics career roadmap platform. The documentation (SKILL.md) and API definition (openapi.json) focus on generating personalized learning paths based on user-provided skills and goals. No evidence of malicious intent, data exfiltration, or prompt injection was found; all endpoints and data structures are consistent with the stated purpose.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install toolweb-bioinformatics - After installation, invoke the skill by name or use
/toolweb-bioinformatics - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Bioinformatics Specialist Roadmap v1.0.0
- Initial release of the Bioinformatics career development API.
- Generate personalized learning paths and career roadmaps based on user skills, experience, and goals.
- Includes endpoints for health check, roadmap generation, specialization listings, and learning path exploration.
- Provides clear pricing tiers for free, developer, professional, and enterprise usage.
- Documentation includes example requests and responses, schemas, and usage guidance.
Metadata
Frequently Asked Questions
What is Bioinformatics?
Professional career roadmap platform that generates personalized learning paths for bioinformatics specialists based on skills assessment and career goals. It is an AI Agent Skill for Claude Code / OpenClaw, with 132 downloads so far.
How do I install Bioinformatics?
Run "/install toolweb-bioinformatics" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Bioinformatics free?
Yes, Bioinformatics is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Bioinformatics support?
Bioinformatics is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Bioinformatics?
It is built and maintained by ToolWeb (@krishnakumarmahadevan-cmd); the current version is v1.0.0.
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