# self-improve

> self-improve — feynman520-d06-p01-self-improve. Use this tool when you need to refine AI performance by capturing and learning from user corrections, to solve problems like repeated mistakes and inefficiencies. It takes user input and interaction logs as inputs and outputs prescribed fixes, such as CLAUDE.md rules or scripts, to improve overall accuracy. This tool is ideal for use during AI training and deployment, to continuously improve performance and adapt to user needs.

Canonical page: https://skillsregistry.net/skills/feynman520-d06-p01-self-improve  
JSON: https://api.skillsregistry.net/v1/skills/feynman520-d06-p01-self-improve

## Description

Captures user corrections and improvements during interactions, logs them, finds recurring patterns, and prescribes preventive fixes like CLAUDE.md rules, skills, scripts, or MCP tools to avoid repeating mistakes.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ag6dbc31uo)
- **Repository:** <https://github.com/Feynman520/d06-p01-self-improve>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "feynman520-d06-p01-self-improve"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/feynman520-d06-p01-self-improve` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/feynman520-d06-p01-self-improve/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt