bosskuai-autonomous-loops SKILL.md skillA

bosskuai-autonomous-loops from wankimmy/bossku-superpowers is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wankimmy/bossku-superpowers/bosskuai-autonomous-loops@git:20261012.17c6803

Pins git:20261012.17c6803 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
wankimmy/bossku-superpowers
Path
skills/bosskuai-autonomous-loops/SKILL.md
Versions recorded
5
Latest version
git:20261012.17c6803, committed Oct 12, 2026
First version recorded
Sep 26, 2026
Size
28,875 bytes
Repository stars
22
License
MIT

Use when designing agent loop structure, from sequential pipelines to RFC-driven DAGs: exit conditions, context bridging, merge coordination. Discipline inside an iteration belongs to the loop-family skills.

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

Patterns, architectures, and reference implementations for running coding agents 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 |
| [Infinite Agentic Loop](#3-infinite-agentic-loop) | Medium | Parallel content generation, spec-driven work |
| [Continuous Claude PR Loop](#4-continuous-claude-pr-loop) | Medium | Multi-day iterative projects with CI gates |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wankimmy/bossku-superpowers/bosskuai-autonomous-loops@sha256:29c24edefd0f3b68

The line at the top of this page pins the label git:20261012.17c6803, 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_mx7rs2c5pezzoe4k.svg)](https://markdownregistry.com/a/art_mx7rs2c5pezzoe4k)

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

Versions

The registry has recorded 5 versions of this file, between Sep 26, 2026 and Oct 12, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261012.17c6803 latest2026-10-12 17c6803 28,875 BA view · diff
git:20261005.8279f192026-10-05 8279f19 27,018 BA view · diff
git:20261005.77389212026-10-05 7738921 27,030 BA view · diff
git:20260926.9bc2d602026-09-26 9bc2d60 27,006 BA view · diff
git:20260926.38f85cd2026-09-26 38f85cd 27,216 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 (28875 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

wankimmy/bossku-superpowers · 22 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mx7rs2c5pezzoe4k
GET https://markdownregistry.com/api/v1/resolve?ref=wankimmy/bossku-superpowers/bosskuai-autonomous-loops
GET https://markdownregistry.com/api/v1/blob/29c24edefd0f3b6876e1e4b92cf5bf76f69a60183d788c10355ba23a4a0b3693

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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