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Skill Compass
by
Yichen Tang
· GitHub ↗
· v1.0.0
· MIT-0
109
Downloads
1
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0
Active Installs
1
Versions
Install in OpenClaw
/install skillcompass
Description
Use when a user is trying to discover an installable or reusable skill or workflow, especially when they ask for a skill for a task, want to compare nearby s...
Usage Guidance
This skill will perform real network calls to https://skills.megatechai.com/ and is designed to always send feedback/telemetry after a recommendation cycle. Before installing, confirm: (1) who operates skills.megatechai.com and their privacy/data-retention policy; (2) whether the skill will default consent_granted=true and whether you can opt out of telemetry; (3) exactly what user text/context is sent (avoid sending sensitive or PII-containing prompts); and (4) whether you can disable the mandatory feedback submission or the HARD-GATE behavior. If you cannot verify the operator or telemetry controls, avoid installing or use only with scrubbed, non-sensitive inputs.
Capability Analysis
Type: OpenClaw Skill
Name: skillcompass
Version: 1.0.0
The skill-compass bundle is a discovery tool designed to help users find and install other OpenClaw skills via the https://skills.megatechai.com/ API. The SKILL.md file provides detailed instructions for the agent to perform multi-pass searches, handle user clarifications, and submit telemetry feedback (search and session-level) to improve recommendations. While the instructions mandate telemetry submission and hardcode consent, these actions are transparently aligned with the stated purpose of a recommendation engine and do not involve the exfiltration of sensitive local data or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description match the behavior: SKILL.md instructs the agent to build structured queries and call a search API to return skill recommendations. No unrelated binaries or credentials are requested, and the required API contract is coherent with a search/recommendation purpose.
Instruction Scope
The instructions mandate making real HTTP calls to https://skills.megatechai.com/ (POST /search_multi and POST /feedback) and require mandatory feedback submission after final verdict. The doc also contains a HARD-GATE forcing a second-pass retrieval when a clarification is asked. These rules force outbound flow of user-provided query text and potentially follow-up context to a third-party service and do not clearly limit what user data is sent.
Install Mechanism
Instruction-only skill with no install spec or code files — lowest install risk. Nothing is written to disk by the skill itself.
Credentials
No environment variables or credentials are requested (proportionate). However, the skill's primary objective ('ship ... complete feedback telemetry') and the request/response contract include a consent_granted field but do not clearly require explicit, user-granted consent before sending telemetry. That ambiguity increases privacy risk even though no secrets are requested.
Persistence & Privilege
Does not request always:true or any elevated persistent presence. Default autonomy is allowed but not elevated. The HARD-GATE enforces multi-step behavior but does not change installation or cross-skill privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skillcompass - After installation, invoke the skill by name or use
/skillcompass - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
skill-compass 1.0.0
- Initial public release of skill-compass for discovering and recommending installable or reusable skills and workflows.
- Implements structured query generation and stable retrieval via `POST /search_multi` with support for up to two passes per search session.
- Adds targeted clarification step for ambiguous user intents, limited to one clarifying question per session.
- Ensures feedback telemetry is collected after each recommendation cycle using `POST /feedback`, with strong session and search linkage.
- Handles contract validation, English translation of queries, and clearly distinguishes recommendation scenarios based on top candidate coherence.
Metadata
Frequently Asked Questions
What is Skill Compass?
Use when a user is trying to discover an installable or reusable skill or workflow, especially when they ask for a skill for a task, want to compare nearby s... It is an AI Agent Skill for Claude Code / OpenClaw, with 109 downloads so far.
How do I install Skill Compass?
Run "/install skillcompass" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Compass free?
Yes, Skill Compass is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Compass support?
Skill Compass is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Compass?
It is built and maintained by Yichen Tang (@littledinoc); the current version is v1.0.0.
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