Analyze OpenClaw-CC performance and rewrite prompts, hooks, and workflows.
npx skills add https://github.com/Kit4Some/Oh-my-ClaudeClaw --skill self-optimize
Please help me install this Agent Skill. Skill: self-optimize Source: https://github.com/Kit4Some/Oh-my-ClaudeClaw/tree/main/skills/self-optimize Command: npx skills add https://github.com/Kit4Some/Oh-my-ClaudeClaw --skill self-optimize
Continuously improve the OpenClaw-CC system by analyzing its performance, identifying failure patterns, and modifying skill prompts, hooks, and workflows to reduce errors and increase success rates in production environments.
Initiate a self-optimization cycle to review recent errors and propose minimal, safe improvements.
High-intent search queries and answers about installing and using this skill.
To continuously improve agent prompts and workflows, you run an automated self-optimization cycle that analyzes performance, identifies failure patterns, and rewrites prompts and hooks to reduce errors and increase success rates.
Safe automated prompt engineering requires change-guardrails that limit edits per cycle, mandate git stash or branch usage, and run automated testing before merging changes to prevent regressions in production environments.
Memory-driven self-optimization leverages memory logs to track performance and compare optimization cycles, enabling automated rollbacks to previous stable states if metrics worsen after applying new prompt modifications.
Yes, you can schedule automated workflow optimization to run on a weekly cadence using cron, ensuring the system evolves continuously by measuring, analyzing, modifying, verifying, and committing improvements automatically.
Yes, you need git-based backups to autonomously modify agent prompts and hooks, as the system requires branching or stashing changes and running tests before merging to maintain rollback safeguards and prevent regressions.
Limitations of self-optimization include restricted edit counts per cycle to ensure safety, and strict dependencies on git-based backups and automated testing, meaning it cannot apply unguarded or unverified modifications to production skills.
krutikJainMeasure and analyze Android app performance metrics like startup, rendering, memory, and jank.
zm2231Analyze operational metrics and apply targeted optimizations with automated rollback.
InverterNetworkAutomates pre-commit code verification through static security analysis, linting, and independent review.
Nuwanda04Analyze prompts, evaluate RAG systems, and design agentic workflows.
