decision SKILL.md skillB

decision from lulufoo/lulu-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lulufoo/lulu-workflow/decision@git:20261004.4ffd0ff

Pins git:20261004.4ffd0ff in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
lulufoo/lulu-workflow
Path
decision/SKILL.md
Versions recorded
5
Latest version
git:20261004.4ffd0ff, committed Oct 4, 2026
First version recorded
Sep 26, 2026
Size
6,538 bytes
Repository stars
3
License
MIT

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

# decision-workflow

Through one structured decision, settle the work into a user-confirmed, landable shape: the key changes that realize it, how they fit together, and the constraints on them, without execution detail. This file starts, routes, and finishes; Signals fire beside the spine, and each runner owns dialogue.

---

## Principles

1. **Fully expose risks** — surface risks arising from any Prior, Constraint, or Assumption.
2. **Clear unresolved doubts** — when doubts remain, offer to resolve them one question at a time.
3. **Respect evidence boundaries** — never present an unverified premise as a verified conclusion.
4. **User prior over framework** — integrate the user's judgments; never let the framework override them.

---

## Contract

<HARD-GATE>
Do NOT proceed until the holder has provided:

- `$SKILL_ROOT`, `$WORKFLOW_DIR`, `$PLATFORM`, `$CACHE_DIR`
- `$DECISION_SKILL_DIR` = `$SKILL_ROOT/decision`
- a confirmed `$CYCLE_ID`
</HARD-GATE>

<HARD-GATE name="Domain Constraints">

1. Pin `$CTX` via `$GATE_CONTROL resolve-context`.
2. Apply `$CTX.domain_constraints` (`objective`, `role`, `domain`, `x_dimensions`, `omitted_sections`) to the session.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lulufoo/lulu-workflow/decision@sha256:2353066654253193

The line at the top of this page pins the label git:20261004.4ffd0ff, 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_2udb4eyfwguppzee.svg)](https://markdownregistry.com/a/art_2udb4eyfwguppzee)

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

Versions

The registry has recorded 5 versions of this file, between Sep 26, 2026 and Oct 4, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261004.4ffd0ff latest2026-10-04 4ffd0ff 6,538 BB view · diff
git:20261001.2f0a2bc2026-10-01 2f0a2bc 6,706 BB view · diff
git:20260930.a7c6e382026-09-30 a7c6e38 6,678 BB view · diff
git:20260926.4af56582026-09-26 4af5658 6,726 BB view · diff
git:20260926.09b7c012026-09-26 09b7c01 6,613 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a description
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Size between 200 bytes and 200 KB (6538 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

lulufoo/lulu-workflow · 3 stars · license MIT · pushed 2026-10-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2udb4eyfwguppzee
GET https://markdownregistry.com/api/v1/resolve?ref=lulufoo/lulu-workflow/decision
GET https://markdownregistry.com/api/v1/blob/23530666542531933eb0f44fe06bb46452e8f9d22c0c3319ba3ad98ad7a39da5

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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fact-intake-runner SKILL.md skill
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lulufoo/lulu-workflow · compose/fact-intake-runner/fact-cut-runner/SKILL.md · Compose fact-intake L1: whole-doc cut and disposition classify.
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fact-store-runner SKILL.md skill
lulufoo/lulu-workflow · compose/fact-store-runner/SKILL.md · Compose fact store: permit-gated write of the slice fact set.
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inductive-runner SKILL.md skill
lulufoo/lulu-workflow · compose/inductive-runner/SKILL.md · Coordinates pre-writing induction across topic convergence and open-point resolution.
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open-point-detect-runner SKILL.md skill
lulufoo/lulu-workflow · compose/inductive-runner/open-point-detect-runner/SKILL.md · Performs full-lens, read-only detection of unresolved questions for the current slice.
git:20261004.fc49baf · audit A · 3 stars
open-point-process-runner SKILL.md skill
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Every file in lulufoo/lulu-workflow

Other files named decision

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