Clawpilot = your skill installation advisor plus task radar.
When a user knows what they want to do but does not know which skill to install, Clawpilot analyzes the task, recommends candidate skills, compares the tradeoffs, explains risk, and suggests an installation order.
> Version 1 gives recommendations only. It does not install skills automatically.
Use Clawpilot when the user describes a task in natural language but does not know which skill to use. The bundled intent map is currently strongest for Chinese-language queries, so the examples below use the shipped Chinese prompts.
| Feature | Description |
|---|---|
| ------ | ------ |
| Intent detection | Extracts the user task intent from the prompt, such as logistics, mental health, legal help, or shopping |
| Candidate skill recommendations | Returns 1-3 candidate skills for the detected intent |
| Comparison guidance | Explains the core differences between recommended skills |
| Risk labels | Assigns low, medium, high, or pending risk labels |
| Installation guidance | Suggests what to install first and what to install later |
| Disclaimers | Forces a disclaimer for medium and high-risk skills |
| Level | Meaning | Examples |
|---|---|---|
| ------ | ------ | ------ |
| Low | Pure utility use cases with little privacy or professional-risk impact | Weather lookup, package tracking, food delivery |
| Medium | Personal information or light decision support | Dating, shopping recommendations, mental health tools |
| High | May affect legal rights, financial safety, or health decisions | Contract drafting, legal support, medical advice |
| Pending | Not enough information to label the risk confidently | Newly added or unreviewed skills |
User query: 我想查一下我的快递到哪里了
Clawpilot:
logistics for aggregated tracking, then sf-express for SF Express-specific workflowslogistics first, then add sf-express only if you need a carrier-specific follow-upUser query: 我最近工作压力好大，感觉快要撑不住了
Clawpilot:
burnout-checkin -> psych-companionUser query: 我要写一份租房合同，有什么工具帮我吗？
Clawpilot:
clause-redraft -> contract-risk-scanUser query: 你觉得我今天出门应该穿什么？
Clawpilot: responds with a friendly refusal, shows supported examples, and asks the user to rephrase toward a skill-discovery task.
| Scenario | Reason |
|---|---|
| ------ | ------ |
| Automatic skill installation | The MVP is an advisor and preserves user choice |
| Medical diagnosis | Outside scope and high risk |
| Investment advice | High risk and should go to licensed professionals |
| International logistics or global services | Not covered by the current knowledge base |
| Technical implementation consulting | Not part of Clawpilot's role |
# CLI smoke tests
python handler.py "我想查快递到哪里了"
python handler.py "我最近压力好大"
python handler.py "写租房合同用什么skill"
# Call as a module
from handler import handle
result = handle("我想查快递", installed_skills=["logistics"])
data/skill-db.json - skill metadata database, including risk labelsdata/intent-map.json - intent keyword to recommended-skill mappingClawpilot v1.0.1 - the skill installation advisor, trust layer, and entry layer of ClawHub
共 1 个版本