claw-self-improvingSelf-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use befo...
Install via ClawdBot CLI:
clawdbot install philippeliang/claw-self-improvingGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawic.com/skills/self-improvingAudited Apr 17, 2026 · audit v1.0
Generated Oct 6, 2026
A startup CTO uses the Self-Improving Agent to remember coding preferences, architectural decisions, and recurring bug patterns across multiple projects. The agent logs corrections during pair-programming sessions and promotes stable preferences into a hot memory file, reducing repeated explanations.
An e-commerce support team deploys the skill to capture customer correction patterns and communication preferences. The agent learns preferred tone, refund policies, and product-specific details, then automatically applies them to future responses while maintaining a correction log for quality assurance.
A content strategist uses the agent to store brand voice guidelines, style corrections, and per-client preferences. Over time, the agent archives outdated patterns, promotes frequently used tone rules to HOT memory, and cites sources when applying them to new drafts.
A legal assistant leverages the skill to remember jurisdiction-specific preferences, document formatting rules, and partner feedback. Self-reflection logs help avoid repeated mistakes in contract drafting, while conflict resolution ensures the most specific rule is applied.
A DevOps engineer uses the agent to retain incident response preferences, infrastructure naming conventions, and post-mortem lessons. The tiered memory structure separates project-specific runbooks from global operational preferences, improving future incident handling.
Offer the self-improving agent as a free personal assistant with basic memory tiers. Users can upgrade to a Pro plan for unlimited memory, cross-device sync, and advanced analytics on learned patterns.
Sell the skill as an add-on for team collaboration platforms, enabling shared project memory and domain-specific learning. Teams benefit from consistent agent behavior across members, with admin controls for memory management.
License the agent's memory and self-improvement engine as an API to vertical SaaS providers (e.g., healthcare, legal, e-commerce). Integrators embed the capability into their products, offering end-users a personalized, learning assistant.
💬 Integration Tip
Start by running setup.md to initialize the ~/self-improving/ directory, then configure detection triggers to automatically log corrections and preferences. Use the provided quick queries and memory stats to monitor learning, and integrate the skill into daily workflows via hooks or regular check-ins.
Scored Oct 6, 2026
Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.
技能自进化引擎 (Skill Self-Evolution Engine) - 全球AI技能基础设施 从技能进化系统升级为技术底座，支持多平台、多技能协同进化。 实现技能间正向演化飞轮：引擎越厉害 -> 技能同步越厉害 -> 越用越进化。 使用场景: 1. 技能自进化引擎内核管理 2. 跨平台技能同步进化 3....
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, ex...
九章技能进化系统CLI工具 - 自动收集技能使用数据、分析进化需求、生成周报并上报。用于技能自我进化闭环的数据飞轮基础设施。