self-improving-agent-3-0-6Captures 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 raidan-ai/self-improving-agent-3-0-6Grade 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 Apr 28, 2026
A DevOps team uses the self-improving agent to log errors and corrective actions from CI/CD pipeline failures. Each incident is captured in ERRORS.md, and recurring patterns are promoted to AGENTS.md for workflow automation, reducing mean time to resolution.
A customer support chatbot logs user corrections and feature requests to LEARNINGS.md and FEATURE_REQUESTS.md. The agent reviews these logs weekly to update response templates and escalate missing capabilities, improving user satisfaction over time.
A legal research tool uses the self-improving agent to capture outdated case law or incorrect citations. Corrections are logged as knowledge_gap learnings, and validated updates are promoted to MEMORY.md, ensuring accurate legal references.
A smart home controller logs failed automation commands (e.g., a thermostat that doesn't respond) to ERRORS.md. The agent identifies integration gotchas and promotes them to TOOLS.md, leading to more reliable home automation workflows.
A mobile development team logs recurring app crashes and workarounds to ERRORS.md with Pattern-Keys. The agent tracks recurrence counts and suggests prioritizing fixes in the next sprint, enhancing app stability.
Offer a premium subscription that includes the self-improving agent as an add-on. The agent continuously logs user interactions and system errors to reduce support tickets and improve product reliability, justifying a higher price point.
License the skill to enterprises as a tool for preserving institutional knowledge from departing experts. The agent captures their corrections, best practices, and feature requests, which are then promoted to shared knowledge bases.
Integrate the self-improving agent as a plugin for popular IDEs or CI/CD tools. Offer basic logging for free, with paid tiers for cross-session learning, automatic promotion to project memory, and advanced analytics.
💬 Integration Tip
Start by placing the `.learnings/` directory in your project root and manually logging one error; then set up a hook to review learnings at session start to build the habit.
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.
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Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
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