autonomous-loops SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
autonomous-loops from fridrichmethod/awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fridrichmethod/awesome-skills/autonomous-loops@git:20260517.81511a7Pins git:20260517.81511a7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fridrichmethod/awesome-skills
- Path
skills/autonomous-loops/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260517.81511a7, committed May 17, 2026
- Size
- 24,726 bytes
- Repository stars
- 15
- License
- a license file GitHub does not identify
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
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
# Autonomous Loops Skill > Compatibility note (v1.8.0): `autonomous-loops` is retained for one release. > The canonical skill name is now `continuous-agent-loop`. New loop guidance > should be authored there, while this skill remains available to avoid > breaking existing workflows. Patterns, architectures, and reference implementations for running Claude Code autonomously in loops. Covers everything from simple `claude -p` pipelines to full RFC-driven multi-agent DAG orchestration. ## When to Use - Setting up autonomous development workflows that run without human intervention - Choosing the right loop architecture for your problem (simple vs complex) - Building CI/CD-style continuous development pipelines - Running parallel agents with merge coordination - Implementing context persistence across loop iterations - Adding quality gates and cleanup passes to autonomous workflows ## Loop Pattern Spectrum From simplest to most sophisticated: | Pattern | Complexity | Best For | |---------|-----------|----------| | [Sequential Pipeline](#1-sequential-pipeline-claude--p) | Low | Daily dev steps, scripted workflows | …
Read the whole file at its exact version.
How to install
mdr add fridrichmethod/awesome-skills/autonomous-loops@sha256:25431f497ec2b2b4The line at the top of this page pins the label git:20260517.81511a7, 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_iiqjzwy6fac3vjpt)
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Versions
The registry has recorded 1 version of this file, committed on May 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 (24726 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
fridrichmethod/awesome-skills · 15 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_iiqjzwy6fac3vjpt GET https://markdownregistry.com/api/v1/resolve?ref=fridrichmethod/awesome-skills/autonomous-loops GET https://markdownregistry.com/api/v1/blob/25431f497ec2b2b449ad280070e5f27566c06c2f39d9e1538996f92deee3d2f4
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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