cppppCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Install via ClawdBot CLI:
clawdbot install blockcloud/cppppGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/peterskoett/self-improving-agent.gitAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A development team uses this skill to log coding errors and learnings from debugging sessions, enabling continuous improvement of code quality and team knowledge. It helps track recurring issues and promotes best practices across projects.
An AI-powered customer support agent logs user corrections and feature requests to improve response accuracy and identify gaps in its knowledge base. This enhances customer satisfaction by adapting to common queries and errors.
Data scientists log errors from API failures and outdated data models, using the skill to refine analysis pipelines and document best practices for reproducibility. It supports collaboration by sharing learnings across team sessions.
DevOps engineers integrate this skill to capture tool failures and infrastructure errors, promoting solutions to workspace files for hardening deployment processes. It aids in automating error resolution and workflow improvements.
An AI tutor logs student corrections and knowledge gaps to personalize learning paths and update teaching materials. This enables adaptive learning by tracking common misunderstandings and refining instructional content.
Offer this skill as a premium add-on for AI development platforms, charging a subscription fee for enhanced logging and learning features. Revenue comes from monthly or annual licenses tailored to team sizes.
Provide consulting services to businesses for customizing the skill to their specific workflows, with revenue from one-time setup fees and ongoing support contracts. This includes training and integration with existing tools.
Release the core skill as open source to build a community, while monetizing advanced features like analytics dashboards and cross-session learning sharing through enterprise licenses. Revenue is generated from large organizations.
💬 Integration Tip
Start by setting up the .learnings directory in your project and use the quick reference table to log common scenarios, then gradually promote key learnings to workspace files for broader impact.
Scored Apr 19, 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。