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Turn goals, weaknesses, and observations into a concrete self-improvement plan.
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Based on SOC occupation classification
LocalClaw-native adaptation of web-access for real web tasks, search, logged-in browsing, dynamic pages, and browser interaction through the local Chrome session.
Summarize invoice amounts and purposes from PDF files in directories
Extract text content from PDF files
Read a file and summarize its content using the local model
Fetch a page or endpoint over HTTP when a lightweight browser-style read is enough.
Search bundled skills and ClawHub skills that match a user need.
| name | self-improving-agent |
| version | 1.0.0 |
| description | Turn goals, weaknesses, and observations into a concrete self-improvement plan. |
| type | workflow |
| inputs | {"goal":"string","current_state":"string","constraints":"string"} |
| tools | ["_local_model_prompt"] |
| actions | [{"type":"tool_call","name":"improvement_plan","tool":"_local_model_prompt","params":{"prompt":"You are generating a self-improvement plan for an agent or workflow. Goal: {{goal}} Current state: {{current_state}} Constraints: {{constraints or 'none provided'}}\nReturn: 1. the top bottlenecks 2. concrete improvements 3. measurable success criteria 4. the safest next experiment","max_tokens":900,"temperature":0.3}}] |
| permissions | {"risk_level":"low"} |
| metadata | {"display_name":"Self-Improving-Agent","author":"LocalClaw","category":"planning","tags":["openclaw","planning","improvement","local-model"],"catalog_id":"self-improving-agent","skill_key":"self-improving-agent","aliases":["Self-Improving-Agent","self-improve"],"openclaw":{"skillKey":"self-improving-agent","aliases":["Self-Improving-Agent","self-improve"]}} |
Use this skill to turn retrospective notes or capability gaps into a concrete improvement plan backed by the local model.
