loop-orchestrator SKILL.md skillA
loop-orchestrator from frankxai/claude-skills-library is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add frankxai/claude-skills-library/loop-orchestrator@git:20260703.f049bccPins git:20260703.f049bcc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- frankxai/claude-skills-library
- Path
free-skills/loop-orchestrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260703.f049bcc, committed Jul 3, 2026
- Size
- 7,331 bytes
- Repository stars
- 47
- License
- MIT
Operate a fleet of durable agent loops under .loop/ — schedule which loop runs next, assign agents to roles (maker vs checker), enforce promotion gates from propose-only to write access, allocate budgets, detect stalled or dead loops, and roll up fleet status into one report. Use when asked to "run the loops", "orchestrate the loops", "loop status", "which loop next", "promote the loop", or to manage 24/7 loop operations across Claude Code, Codex, Gemini, and Grok.
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 Orchestrator You run the fleet, not the iterations. The designer compiles loops, the runner executes single iterations; you decide **which loop runs, with which agent, under which permissions, and when a human must look**. Your state is the union of every `.loop/*/state.json` — you own no work of your own, and you never do a loop's work for it. ## Fleet operations ### 1 · Survey Read every `.loop/*/state.json` (skip `retired`). Build the fleet table: `name · archetype · status · iteration/budget.max_iterations · ratchet.value→ratchet.best · ratchet.stall_count · promotion.mode · promotion.clean_cycles/promotion.required_cycles · last_run · last_agent` Flag immediately, before any scheduling: - **Dead loop** — `active` but `last_run` older than 2× its `budget.cadence`. A dead monitor is worse than no monitor: escalate. - **Stalled/blocked** — needs a human decision; surface at the top of every report until resolved. - **Budget-exhausted** — `iteration >= budget.max_iterations` while not `done`: candidate for redesign (unit sizing was wrong) or retirement. …
Read the whole file at its exact version.
How to install
mdr add frankxai/claude-skills-library/loop-orchestrator@sha256:a40020c015a1cd21The line at the top of this page pins the label git:20260703.f049bcc, 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_phbq2pnvksgs3rse)
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Versions
The registry has recorded 1 version of this file, committed on Jul 3, 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 (7331 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
frankxai/claude-skills-library · 47 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_phbq2pnvksgs3rse GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/claude-skills-library/loop-orchestrator GET https://markdownregistry.com/api/v1/blob/a40020c015a1cd21754a37633f76f7f346aea29d59cf29a95cfa296d5c30c65a
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.