fable-loop SKILL.md skillA

fable-loop from sahir619/fable-method is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sahir619/fable-method/fable-loop@git:20260715.88b5cf3

Pins git:20260715.88b5cf3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sahir619/fable-method
Path
skills/fable-loop/SKILL.md
Versions recorded
3
Latest version
git:20260715.88b5cf3, committed Jul 15, 2026
First version recorded
Jul 7, 2026
Size
5,563 bytes
Repository stars
2,304
License
MIT

End-to-end orchestrated workflow that runs a task the way Fable ran sessions - parallel evidence subagents, one committed plan, surgical execution with an intent gate, adversarial verification agents, honest outcome-first report. Use for non-trivial multi-step tasks when the user says "/fable-loop", "run the fable loop", or "do this the way Fable would". For the rules alone without orchestration, use fable-method; for large multi-phase projects, prefer the GSD workflow and use this inside…

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

# The Fable Loop

This skill orchestrates the fable-method: read its SKILL.md first; its rules govern every stage. It is installed alongside this skill (in this plugin's `skills/fable-method/` directory, or `~/.claude/skills/fable-method/` for manual installs). The method says WHAT to check; this loop says WHO does the work: what runs in the main thread, what fans out to subagents, and what gets attacked before delivery.

**Gate first.** Trivial per the method's triviality gate: just do it, verify with the one obvious check, report in two sentences. No stages, no subagents. Everything else runs the four stages below in order.

## Stage 1 - PLAN (the first bookend)

1. Apply method Steps 0-3: classify the ask, define done with a named verification, state load-bearing assumptions.
2. **Evidence fan-out.** Spawn the evidence gatherers as parallel subagents in ONE message, never sequentially:
   - codebase questions: an Explore agent per distinct area ("how does X work", "what depends on Y");
   - library or fact questions: a research agent that fetches current docs or searches the web;
   - each subagent returns distilled findings with citations, never raw file dumps.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sahir619/fable-method/fable-loop@sha256:9a317740231b79ea

The line at the top of this page pins the label git:20260715.88b5cf3, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nxwwpxh4j74jynjj.svg)](https://markdownregistry.com/a/art_nxwwpxh4j74jynjj)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jul 7, 2026 and Jul 15, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260715.88b5cf3 latest2026-07-15 88b5cf3 5,563 BA view · diff
git:20260709.60eef5b2026-07-09 60eef5b 4,935 BA view · diff
git:20260707.3bcd75c2026-07-07 3bcd75c 4,935 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5563 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

GitHub

sahir619/fable-method · 2,304 stars · license MIT · pushed 2026-10-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nxwwpxh4j74jynjj
GET https://markdownregistry.com/api/v1/resolve?ref=sahir619/fable-method/fable-loop
GET https://markdownregistry.com/api/v1/blob/9a317740231b79ea44ca83e063c07a5074bc81b0fb5c17632dda756e44e5c4c9

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.

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Every file in sahir619/fable-method

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