extract SKILL.md skillA

extract from kopp0510/claude-dd is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kopp0510/claude-dd/extract@git:20260912.9ee3372

Pins git:20260912.9ee3372 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kopp0510/claude-dd
Path
skills/self-improving-agent/skills/extract/SKILL.md
Versions recorded
5
Latest version
git:20260912.9ee3372, committed Sep 12, 2026
First version recorded
Mar 24, 2026
Size
5,875 bytes
Repository stars
12
License
MIT

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.

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

# /self-improving-agent:extract — Create Skills from Patterns

Transforms a recurring pattern or debugging solution into a standalone, portable skill that can be installed in any project.

## Usage

```
/self-improving-agent:extract <pattern description>                  # Interactive extraction
/self-improving-agent:extract <pattern> --name docker-m1-fixes       # Specify skill name
/self-improving-agent:extract <pattern> --output ./skills/            # Custom output directory
/self-improving-agent:extract <pattern> --dry-run                     # Preview without creating files
```

## When to Extract

A learning qualifies for skill extraction when ANY of these are true:

| Criterion | Signal |
|---|---|
| **Recurring** | Same issue across 2+ projects |
| **Non-obvious** | Required real debugging to discover |
| **Broadly applicable** | Not tied to one specific codebase |
| **Complex solution** | Multi-step fix that's easy to forget |
| **User-flagged** | "Save this as a skill", "I want to reuse this" |

## Workflow

### Step 1: Identify the pattern

Read the user's description. Search auto-memory for related entries:

```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kopp0510/claude-dd/extract@sha256:a96cb5459ac47b3a

The line at the top of this page pins the label git:20260912.9ee3372, 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 badge

[![mdr](https://markdownregistry.com/badge/art_5fp4c6jl3gtcovfy.svg)](https://markdownregistry.com/a/art_5fp4c6jl3gtcovfy)

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

Versions

The registry has recorded 5 versions of this file, between Mar 24, 2026 and Sep 12, 2026, about one every 43 days.

versioncommittedcommitsizeaudit
git:20260912.9ee3372 latest2026-09-12 9ee3372 5,875 BA view · diff
git:20260912.9bf3b742026-09-12 9bf3b74 5,432 BA view · diff
git:20260912.ae645992026-09-12 ae64599 5,030 BA view · diff
git:20260804.b800cd92026-08-04 b800cd9 5,051 BA view · diff
git:20260324.7248a152026-03-24 7248a15 4,907 BA 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 (5875 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

kopp0510/claude-dd · 12 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5fp4c6jl3gtcovfy
GET https://markdownregistry.com/api/v1/resolve?ref=kopp0510/claude-dd/extract
GET https://markdownregistry.com/api/v1/blob/a96cb5459ac47b3ab1756d43ca21dddce390a308246f0fb1b0befce6959d94c1

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.

More from kopp0510/claude-dd

CLAUDE.md CLAUDE.md file
kopp0510/claude-dd · CLAUDE.md
git:20261030.81f1b68 · audit A · 12 stars
CLAUDE.md@diagrams/src CLAUDE.md file
kopp0510/claude-dd · diagrams/src/CLAUDE.md
git:20261029.a30dc1a · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-24-s4-inputs CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-24-s4-inputs/CLAUDE.md
git:20261023.7f05f62 · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-24-s4-outputs CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-24-s4-outputs/CLAUDE.md
git:20261023.1e209ef · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-24-s5-inputs CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-24-s5-inputs/CLAUDE.md
git:20261024.fb6f816 · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-24-s5-outputs CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-24-s5-outputs/CLAUDE.md
git:20261024.ce3dd5d · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-29-adhd-style CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-29-adhd-style/CLAUDE.md
git:20261029.af255a2 · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-30-dd-init-upgrade CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-30-dd-init-upgrade/CLAUDE.md
git:20261030.92509fc · audit A · 12 stars
CLAUDE.md@docs/measurements/2026-10-30-dd-loop-trigger CLAUDE.md file
kopp0510/claude-dd · docs/measurements/2026-10-30-dd-loop-trigger/CLAUDE.md
git:20261029.f2ab54a · audit A · 12 stars
CLAUDE.md@docs/reviews CLAUDE.md file
kopp0510/claude-dd · docs/reviews/CLAUDE.md
git:20261029.7253986 · audit A · 12 stars
CLAUDE.md@scripts CLAUDE.md file
kopp0510/claude-dd · scripts/CLAUDE.md
git:20261030.f452f25 · audit A · 12 stars
code-simplifier SKILL.md skill
kopp0510/claude-dd · skills/code-simplifier/SKILL.md · 調用官方 code-simplifier agent 簡化程式碼。當使用者要求簡化、降低複雜度、清理冗餘,或執行 8 步開發迴圈步驟 3 時啟用。不適用於 PR 審查(用 code-reviewer)。
git:20260912.708b336 · audit A · 12 stars

Every file in kopp0510/claude-dd

Other files named extract

extract SKILL.md skill
alirezarezvani/claude-skills · .gemini/skills/extract/SKILL.md
git:20260309.8902ba7 · audit C · 29,490 stars
extract SKILL.md skill
educlopez/ui-craft · .codex/skills/extract/SKILL.md · Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into…
git:20260806.bb71f4d · audit A · 436 stars
extract SKILL.md skill
educlopez/ui-craft · .gemini/skills/extract/SKILL.md · Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into…
git:20260806.bb71f4d · audit A · 436 stars
extract SKILL.md skill
educlopez/ui-craft · .agents/skills/extract/SKILL.md · Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into…
git:20260806.bb71f4d · audit A · 436 stars
extract SKILL.md skill
athola/claude-night-market · plugins/gauntlet/skills/extract/SKILL.md · Builds the gauntlet knowledge base from AST extraction and AI enrichment. Use when initializing or refreshing codebase…
git:20260713.f98719b · audit A · 348 stars
extract SKILL.md skill
skillmds/skillmd · plugins/design-system-foundation/skills/extract/SKILL.md · Identifies reusable UI patterns, components, and design tokens, then extracts and consolidates them into a design…
git:20260919.fecc0d5 · audit A · 189 stars
extract SKILL.md skill
skillmds/skillmd · plugins/design-system-audit-and-remediation/skills/extract/SKILL.md · Identifies reusable UI patterns, components, and design tokens, then extracts and consolidates them into a design…
git:20260919.fecc0d5 · audit A · 189 stars
extract SKILL.md skill
runxhq/runx · skills/extract/SKILL.md · Extract caller-defined JSON from admitted text or a local document, validate its schema natively, and bind each…
git:20261023.420f372 · audit A · 104 stars

Browse by kind, by grade A, or by owner.