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auto-improve

After completing any task, extract reusable rules from what worked and what failed.

Skill by Ronnasayd Machado - github.com/Ronnasayd

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ronnasayd-auto-improve

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

After completing any task, extract reusable rules from what worked and what failed. Produces output in the exact format used by agent.instructions.md (## Mandatory: Rules to Follow / ## Mandatory: Rules to Avoid). Trigger after a task finishes when the user asks for a retrospective, lessons learned, or rule extraction — or implicitly with phrases like "what did we learn", "what went wrong", "what should we avoid next time". Do NOT trigger mid-task or before execution completes.

Use cases: productivity, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/auto-improve

What's inside

Skill name
auto-improve
Description
After completing any task, extract reusable rules from what worked and what failed. Produces output in the exact format used by agent.instructions.md (## Mandatory: Rules to Follow / ## Mandatory: Rules to Avoid). Trigger after a task finishes when the user asks for a retrospective, lessons learned, or rule extraction — or implicitly with phrases like "what did we learn", "what went wrong", "what should we avoid next time". Do NOT trigger mid-task or before execution completes.
License
unknown
Metadata
author: Ronnasayd Machado - github.com/Ronnasayd · version: 1.0.0
Instructions
169 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Signals

Stars
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Last commit (this folder)
May 18, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.0.0
License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Ronnasayd Machado - github.com/Ronnasayd

Cite this page

auto-improve skill. Agent Mart. https://agentmart.dev/skills/ronnasayd-auto-improve (last updated 2026-10-24)