loops skillC
loops is agent-read markdown (skill) from michielhdoteth/awesome-ai-agent-tools.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260621.a9beb08mdr add michielhdoteth/awesome-ai-agent-tools/loops@sha256:843fc28316a25114Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_vc3bdp5e6jlbmp3v)
1 badge views in 30 days
Versions
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
Source
michielhdoteth/awesome-ai-agent-tools · 26 stars · license CC0-1.0 · pushed 2026-09-23 · 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 agent 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.