self-improvement

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

4.21x

Quality

74%

Does it follow best practices?

Impact

97%

4.21x

Average score across 3 eval scenarios

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./clawdbot/self-improving-agent/SKILL.md

The canonical home for this skill is self-improving-agent in jdrhyne/agent-skills

Preview

This is a new way to view eval results. We're still working on it, so the layout may change.

Run	Type	Date	Status
baseline vs usage-spec With / without context 7 months ago Completed	With / without context	7 months ago	Completed

Eval run

019cbf86-d710-77d8-a6c5-638ee940b514

Run 7 months ago

Stats are not available yet

The run is available. Its result stats will appear here when they are ready.

Repository: bap-jorkim/agent-skills-fork-feb-25
Path: clawdbot/self-improving-agent/SKILL.md
Commit: f4ed46f

Evaluated: 7 months ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Backend Service Debugging Session Migrating a React Codebase to Modern Patterns Consolidating Developer Learnings into Project Documentation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.