loops SKILL.md skillC
loops from michielhdoteth/awesome-ai-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add michielhdoteth/awesome-ai-agent-tools/loops@git:20260621.a9beb08Pins git:20260621.a9beb08 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- michielhdoteth/awesome-ai-agent-tools
- Path
loops/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260621.a9beb08, committed Jun 21, 2026
- Size
- 2,992 bytes
- Repository stars
- 62
- License
- CC0-1.0
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
# Loop Library Find, audit, adapt, or design bounded AI-agent workflows. Each loop answers: what to accomplish, how to verify, what to do next, and when to stop. ## When to Use - User wants a repeatable workflow for a recurring task - User has a task that benefits from feedback loops (test, measure, improve, repeat) - User wants to audit or improve an existing workflow - User needs to coordinate multi-step agent work with clear stopping conditions ## How to Use ### Path 1: Find a Published Loop 1. Read the catalog at `loops/README.md` 2. Search loops by user's outcome, inputs, tools, risks, and evidence needs 3. Rank by outcome fit, verification fit, acceptable authority, and stopping condition 4. Return at most 3 matches with fit explanation 5. If no match, offer to adapt the closest or design new ### Path 2: Audit a Loop (Loop Doctor) 1. Review the loop for weak checks, unsafe actions, unclear stopping behavior 2. Identify material weaknesses (not cosmetic) 3. Repair only material problems 4. Return the fixed loop with explanation ### Path 3: Adapt a Loop 1. Start with a published loop 2. Replace placeholders with verified context from user's project …
Read the whole file at its exact version.
How to install
mdr add michielhdoteth/awesome-ai-agent-tools/loops@sha256:843fc28316a25114The line at the top of this page pins the label git:20260621.a9beb08, 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_vc3bdp5e6jlbmp3v)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 21, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2992 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
michielhdoteth/awesome-ai-agent-tools · 62 stars · license CC0-1.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vc3bdp5e6jlbmp3v GET https://markdownregistry.com/api/v1/resolve?ref=michielhdoteth/awesome-ai-agent-tools/loops GET https://markdownregistry.com/api/v1/blob/843fc28316a251148aff0022478bd58c178f73dac6d3d4830ce843c6aa24e527
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.