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self-improve SKILL.md skillA

self-improve from naman10parikh/agentgrid is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add naman10parikh/agentgrid/self-improve@git:20260526.f887f6c

Pins git:20260526.f887f6c in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: naman10parikh/agentgrid
Path: .claude/skills/self-improve/SKILL.md
Versions recorded: 1
Latest version: git:20260526.f887f6c, committed May 26, 2026
Size: 3,147 bytes
Repository stars: 9
License: MIT

Analyze past session logs to find repeated patterns, forgotten rules, and backtracking moments. Auto-update CLAUDE.md, skills, and rules to address gaps. "Correct once, never again.".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## When to Use

- After several sessions of active development
- When you notice Claude making the same mistakes repeatedly
- Periodically (weekly) as a maintenance task

## Process

### 1. Session Log Analysis

Read session files from `~/.claude/projects/` (JSONL format).
Look for:

- Questions Claude asks repeatedly (→ add answer to CLAUDE.md)
- Rules Claude forgets (→ add to .claude/rules/)
- Information Claude keeps re-discovering (→ promote to bootstrap memory)
- Patterns of backtracking (→ create a skill that prevents it)
- Tool call failures (→ improve error handling in hooks)

### 2. Signal Classification

- **High confidence:** Explicit corrections from user → immediately persist
- **Medium confidence:** Patterns that worked well → persist after confirming
- **Low confidence:** Observations → queue for review

### 3. Output

For each finding:

1. Identify which file to update (CLAUDE.md, a rule, a skill, settings)
2. Make the minimal change needed
3. Log the improvement to CONTEXT.md

### 4. Verification

- Confirm CLAUDE.md is still under 80 lines / 2K tokens
- Confirm no conflicting rules exist
- Confirm skills are still discoverable (short descriptions)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add naman10parikh/agentgrid/self-improve@sha256:a7b5bd26dd82ac20

The line at the top of this page pins the label git:20260526.f887f6c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_bgwwertdjcz42qlj.svg)](https://markdownregistry.com/a/art_bgwwertdjcz42qlj)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 26, 2026.

version	committed	commit	size	audit
git:20260526.f887f6c latest	2026-05-26	f887f6c	3,147 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (3147 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

naman10parikh/agentgrid · 9 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bgwwertdjcz42qlj
GET https://markdownregistry.com/api/v1/resolve?ref=naman10parikh/agentgrid/self-improve
GET https://markdownregistry.com/api/v1/blob/a7b5bd26dd82ac20bb450905867428b09e3bfeaec73788a51f6679526234ccee

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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