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claude-skills/loop-library/README.md
Claude a29e37c333
feat(loop-library): vendor Forward Future Loop Library skill verbatim 
Install the loop-library skill from Forward-Future/loop-library into the
repo, preserving the upstream skill folder exactly. SKILL.md, agents/openai.yaml,
references/discover.md, and references/audit.md are byte-for-byte copies of
upstream (skills/loop-library/). Adds the MIT LICENSE and a provenance README.

The published loops themselves are served live from the database-backed catalog
(catalog.md / catalog.json) and are intentionally not committed to Git upstream;
the skill fetches them at runtime as the single source of truth.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KEJH6wwyaEs1d6AAca2HLR
2026-06-23 02:25:40 +00:00

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Loop Library (vendored skill)

This folder is a verbatim copy of the loop-library skill from Forward-Future/loop-library (skills/loop-library/). SKILL.md, agents/openai.yaml, references/discover.md, and references/audit.md are unchanged from upstream (byte-for-byte). Licensed under the MIT License © Forward Future.

What this skill is

An installable guide that helps an AI agent discover, find, audit, repair, adapt, or design repeatable agent loops through conversation. A loop is a bounded feedback system — what to do, how to check it, what to try next, and when to stop — not permission for endless autonomy.

Invoke it by describing a task, e.g.:

/loop-library Find a published loop for keeping our documentation current.
/loop-library Analyze this repo for repeated work and turn the best candidate into a loop.
/loop-library Audit this loop and repair only material problems: [paste loop]

About the published loops

The individual published loops (the 26+ practitioner recipes) are not stored in this folder, and they are not in the upstream Git tree either. Per the upstream README they are "intentionally not committed to GitHub" — they live in the live, database-backed catalog and are fetched at runtime:

The skill reads this live catalog as the single source of truth when it recommends a published loop. If the live catalog is unreachable, the skill reports that published-loop discovery is temporarily unavailable rather than substituting stale or memorized content — this is by design, so the catalog is never forked out of date.

Updating

Re-vendor from upstream when the skill changes:

npx skills add Forward-Future/loop-library --skill loop-library --agent claude-code -g -y
# or copy skills/loop-library/ from a fresh clone of Forward-Future/loop-library