agent_spinner SKILL.md skillA
agent_spinner from theafh/ai-modules is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add theafh/ai-modules/agent_spinner@v1.0.3Pins v1.0.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- theafh/ai-modules
- Path
plugins/ai_dev/skills/agent_spinner/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.3, committed Nov 7, 2026
- First version recorded
- Sep 17, 2026
- Size
- 21,616 bytes
- Repository stars
- 39
- License
- MIT
Run helper agents from an orchestrating agent under one quality contract, whatever delegation the host offers. Establishes the capability tier, declares a phase plan, picks an orchestration shape and its width, contains each helper to one path, checks work refute-by-default, classifies helper non-results, keeps the dispatch roster on disk, and merges cited findings into one verdict-first report. Every guarantee holds at the inline floor, so a host exposing no spawn surface runs the same passes…
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
# agent_spinner <agent_spinner_skill> <role> agent_spinner is the orchestration doctrine an agent reads before it runs helper agents. It owns one question: given a job and whatever delegation the host offers, how do helpers spin off, stay contained, cross-check each other, fail, report, and get aggregated into one answer. It owns no artifact class and writes no domain state, so it stays advisory over any run that a domain skill already governs. Every guarantee below is written to hold at the inline floor, where the same passes run in one context, so the quality contract reads the same whether the host fans helpers out or not. </role> <when_to_activate> Activate when the orchestration decision belongs to the orchestrator: - "Fan this out across the files" / "run several agents on this" / "spawn parallel helpers for these items." - "Split the review into lenses" / "have a second agent check the first one's work" / "add a verifier pass." - "How many helpers should this take?" / "how do I keep two writers off the same file?" - "One of the helpers came back empty" / "a helper hung" / "merge what the helpers reported." …
Read the whole file at its exact version.
How to install
mdr add theafh/ai-modules/agent_spinner@sha256:8401f80dd554f59dThe line at the top of this page pins the label v1.0.3, 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_opmzwdqdtihmwxbo)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 17, 2026 and Nov 7, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.3 latest | 2026-11-07 | 4a36f28 | 21,616 B | A | view · diff |
| v1.0.2 | 2026-11-07 | 16f75fd | 21,616 B | A | view · diff |
| v1.0.1 | 2026-10-03 | 34a0a1c | 21,616 B | A | view · diff |
| v1.0.0 | 2026-09-17 | a8273a8 | 21,502 B | A | view |
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 (21616 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
theafh/ai-modules · 39 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_opmzwdqdtihmwxbo GET https://markdownregistry.com/api/v1/resolve?ref=theafh/ai-modules/agent_spinner GET https://markdownregistry.com/api/v1/blob/8401f80dd554f59d53097d4b430508166253d4daaa2fc83c7491d67f8374f6d9
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.