skill-integration SKILL.md skillA
skill-integration from akaszubski/autonomous-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akaszubski/autonomous-dev/skill-integration@git:20260317.e64d556Pins git:20260317.e64d556 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akaszubski/autonomous-dev
- Path
plugins/autonomous-dev/skills/archived/skill-integration/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260317.e64d556, committed Mar 17, 2026
- Size
- 13,145 bytes
- Repository stars
- 34
- License
- none declared
Patterns for agent skill discovery, referencing, and composition using progressive disclosure architecture. Use when building agents, composing skills, or optimizing context usage. TRIGGER when: skill discovery, agent integration, skill composition, progressive disclosure. DO NOT TRIGGER when: implementing features, writing tests, documentation-only changes.
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
# Skill Integration Skill Standardized patterns for how agents discover, reference, and use skills effectively in Claude Code 2.0+. ## When This Activates - Working with agent prompts or skill references - Implementing new agents or skills - Understanding skill architecture - Optimizing context usage - Keywords: "skill", "progressive disclosure", "skill discovery", "agent integration" ## Overview The skill-integration skill provides standardized patterns for: - **Skill discovery**: How agents find relevant skills based on task keywords - **Progressive disclosure**: Loading skill content on-demand to prevent context bloat - **Skill composition**: Combining multiple skills for complex tasks - **Skill reference format**: Consistent way agents reference skills in prompts ## Progressive Disclosure Architecture ### What It Is Progressive disclosure is a design pattern where: 1. **Metadata stays in context** - Skill names, descriptions, keywords (~50 tokens) 2. **Full content loads on-demand** - Detailed guidance only when needed (~5,000-15,000 tokens) 3. **Context stays efficient** - Support 50-100+ skills without bloat ### Why It Matters **Without progressive disclosure:** …
Read the whole file at its exact version.
How to install
mdr add akaszubski/autonomous-dev/skill-integration@sha256:a2660ca4ccf9d1c7The line at the top of this page pins the label git:20260317.e64d556, 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.
[](https://markdownregistry.com/a/art_gntbny6dpb25nd4v)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 17, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13145 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
akaszubski/autonomous-dev · 34 stars · license none declared · pushed 2026-10-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_gntbny6dpb25nd4v GET https://markdownregistry.com/api/v1/resolve?ref=akaszubski/autonomous-dev/skill-integration GET https://markdownregistry.com/api/v1/blob/a2660ca4ccf9d1c7bcea4f427470dd3c21b94c4d095ff3b0e6b09d95c63407d3
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.