Path Evolver
by @wyzlove
记录 skill 使用成功率，主动发现更优工具，提示用户选择。Use when tracking skill success rates or discovering better tools.
⚡ When to Use
| Trigger | Action |
|---|
| |---------|--------| |
| | After skill execution | Record success/failure | |
| | New task type | Search ClawHub for relevant skills | |
| | Tool failure | Search for alternatives | |
| | User request | Analyze and recommend | |
| ### Example |
| ``` |
| User: Search for OpenClaw tutorial |
| AI uses: web_search (success) |
| Path Evolver: records web_search successCount: 1 |
| User: Search for AIOps best practices |
| AI uses: multi-search-engine (success, better results) |
| Path Evolver: records multi-search-engine successCount: 1 |
| After 10 searches: |
| Path Evolver analysis: |
| - web_search: 3 uses, 67% success |
| - multi-search-engine: 4 uses, 100% success |
| - tavily-search: 3 uses, 100% success |
| Prompt user: |
| "tavily-search has 100% success rate. Consider using it for search tasks." |
| ``` |
| ### Configuration |
| ```json |
| { |
| "cachePath": "~/.openclaw/workspace/.path-evolver/workflow-cache.json", |
| "searchTriggers": { |
| "newTaskType": true, |
| "toolFailure": true, |
| "userRequest": true |
| } |
| } |
| ``` |
| ### Installation |
| ```bash |
| clawhub install path-evolver |
| ``` |
| --- |
|
💡 Examples
User: Search for OpenClaw tutorialAI uses: web_search (success)
Path Evolver: records web_search successCount: 1
User: Search for AIOps best practices
AI uses: multi-search-engine (success, better results)
Path Evolver: records multi-search-engine successCount: 1
After 10 searches:
Path Evolver analysis:
web_search: 3 uses, 67% success
multi-search-engine: 4 uses, 100% success
tavily-search: 3 uses, 100% successPrompt user:
"tavily-search has 100% success rate. Consider using it for search tasks."
Configuration
{
"cachePath": "~/.openclaw/workspace/.path-evolver/workflow-cache.json",
"searchTriggers": {
"newTaskType": true,
"toolFailure": true,
"userRequest": true
}
}
Installation
clawhub install path-evolver
⚙️ Configuration
{
"cachePath": "~/.openclaw/workspace/.path-evolver/workflow-cache.json",
"searchTriggers": {
"newTaskType": true,
"toolFailure": true,
"userRequest": true
}
}
Installation
clawhub install path-evolver
clawhub install path-evolver
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