- name
- skillscope
- description
- AI Agent Skill decision engine. Use when users need to find, evaluate, or install skills — recommends the best skill for any task with quality/safety scoring, personalized to platform/region/budget. Covers 26,000+ skills across ClawHub and GitHub.
- homepage
- https://skillscope.cn
- version
- 2.0.0
SkillScope — Skill Decision Engine
When a user needs a skill, don't just search — get a personalized recommendation with quality and safety scoring.
Core Workflow
- User describes a task → call recommend → get best skill + alternatives with reasons
- User wants to install → provide the
installcommand from the response - User wants details → call detail for full analysis
Base URL
https://skillscope.cn/api/v1No API key required (20 req/min, 200 req/day).
Recommend (Primary Tool)
When to use: User asks "find me a skill for X", "is there a tool that can Y", "what's the best skill for Z", or describes any task that a skill could help with.
curl -X POST "https://skillscope.cn/api/v1/recommend" \
-H "Content-Type: application/json" \
-d '{"task": "translate a PDF document to Chinese", "explain": true}'With context for better results:
curl -X POST "https://skillscope.cn/api/v1/recommend" \
-H "Content-Type: application/json" \
-d '{
"task": "translate a PDF document to Chinese",
"context": {"platform": "macos", "region": "cn", "budget": "free"},
"explain": true
}'Parameters:
task(required): natural language task descriptioncontext.platform:macos/linux/windowscontext.region:cn/us(auto-inferred if omitted)context.budget:free/paid/any(defaultany)context.skill_level:beginner/intermediate/advancedexplain: include LLM-generated reasons (default true, set false for ~250ms response)
Response: recommendation (top pick) + alternatives[], each with skill_id, name, quality, safety, score, reason, install command.
Install
Users can install skills via:
clawhub install <slug>(official ClawHub CLI)skillscope install <slug>(China mirror,pip install skillscope)
To get installable files via API:
curl "https://skillscope.cn/api/v1/install/weather/files"Search
For keyword-based search (when recommend is not appropriate):
curl "https://skillscope.cn/api/v1/search?q=web+scraping"Skill Detail
Full analysis including security profile, quality scores, dependencies:
curl "https://skillscope.cn/api/v1/skills/steipete/weather"Other Endpoints
| Endpoint | Description |
|---|---|
GET /categories | List all 30 categories with counts |
GET /categories/{name} | Skills in a category (paginated) |
GET /leaderboard?sort=downloads | Rankings (downloads/stars/installs) |
GET /authors/{handle} | Author profile + their skills |
GET /similar/{skill_id} | Similar skills (vector similarity) |
GET /starter-kits | Curated skill bundles (30 kits) |
GET /articles | Guide articles and top-lists |
Notes
- Security grades: A (safe) / B (limited access) / C (review needed) / D (risky)
- Quality scores: 0-10
- Skill IDs:
author/slugformat (e.g.steipete/weather) - Slugs work too:
weatherresolves tosteipete/weather - Rate limits: anonymous 20/min + 200/day, API key 60/min + 5000/day
- Recommend has separate limits: 5/min, 10/day (anonymous) or 100/day (API key)