decision/e-direction-runner SKILL.md skillA

decision/e-direction-runner 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/e-direction-runner@git:20260930.a7c6e38

Pins git:20260930.a7c6e38 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lulufoo/lulu-workflow
Path
decision/runners/e-direction-runner/SKILL.md
Versions recorded
3
Latest version
git:20260930.a7c6e38, committed Sep 30, 2026
First version recorded
Sep 26, 2026
Size
2,161 bytes
Repository stars
3
License
MIT

Internal runner for the Decision E gate.

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

# e-direction-runner

Settle a direction for the locked problem and GL intent. Complete when the user
explicitly accepts it.

## Prerequisites

- Run `$GATE_CONTROL resolve-context`; pin `$CTX` (`active_gate` is `E`, `$CTX.gl` present).
- Apply `$CTX.domain_constraints` (`objective`, `role.instruction`,
  `domain.instruction`) to the dialogue.
- Apply `$SKILL_ROOT/shared/references/ask-protocol.md` to every E question.

## Must hold

| ID | Must hold |
|----|-----------|
| `G-settled-direction` | For the locked Q and GL intent, 2–3 directions with trade-offs, one recommendation, and exclusions (or none) are ready; the user explicitly accepts one or an alternative. |

Use locked Q, `$CTX.gl.exchanges`, related Prior / Assumption entries, and this
gate's dialogue. Stay at direction trade-offs; do not reopen GL intent or enter
implementation planning.

## Modes

| Mode | When | Behavior |
|------|------|----------|
| `define` | Candidate set incomplete | Complete it; use Ask Protocol for any missing input. |
| `align` | Candidate set ready; acceptance missing | Present it with one recommendation; obtain acceptance or an alternative. |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lulufoo/lulu-workflow/decision/e-direction-runner@sha256:43a4041a45e15909

The line at the top of this page pins the label git:20260930.a7c6e38, 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_zggvn4g7s6c6zmfq.svg)](https://markdownregistry.com/a/art_zggvn4g7s6c6zmfq)

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

Versions

The registry has recorded 3 versions of this file, between Sep 26, 2026 and Sep 30, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260930.a7c6e38 latest2026-09-30 a7c6e38 2,161 BA view · diff
git:20260927.0e88d702026-09-27 0e88d70 2,152 BA view · diff
git:20260926.09b7c012026-09-26 09b7c01 2,057 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 (2161 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

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

API

GET https://markdownregistry.com/api/v1/artifacts/art_zggvn4g7s6c6zmfq
GET https://markdownregistry.com/api/v1/resolve?ref=lulufoo/lulu-workflow/decision/e-direction-runner
GET https://markdownregistry.com/api/v1/blob/43a4041a45e159093f844b5ac3b48f2e04cdd78ea46bab1cad6751231f64e2e2

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.

More from lulufoo/lulu-workflow

lulu-workflow SKILL.md skill
lulufoo/lulu-workflow · SKILL.md · Top-level development workflow framework. Use when mentioning lulu-workflow, 开发工作流, dev workflow, product doc workflow…
git:20261002.b8bad36 · audit A · 3 stars
compose SKILL.md skill
lulufoo/lulu-workflow · compose/SKILL.md · Internal compose engine; load only via stage holder HARD-GATE — do not invoke directly.
git:20261004.fc49baf · audit A · 3 stars
chapter-write-runner SKILL.md skill
lulufoo/lulu-workflow · compose/chapter-write-runner/SKILL.md · Compose chapter-write and assemble runner for narrative-arc write units.
git:20261004.fc49baf · audit A · 3 stars
deductive-runner SKILL.md skill
lulufoo/lulu-workflow · compose/deductive-runner/SKILL.md · Compose deductive fact-production orchestrator.
git:20261004.fc49baf · audit A · 3 stars
derive-runner SKILL.md skill
lulufoo/lulu-workflow · compose/deductive-runner/derive-runner/SKILL.md · Compose deductive L1: Derive Floor + Ceiling (KW ruler) after fact-intake.
git:20261004.fc49baf · audit A · 3 stars
fact-intake-runner SKILL.md skill
lulufoo/lulu-workflow · compose/fact-intake-runner/SKILL.md · Compose fact-intake orchestrator: intake document to classified focus-slice facts.
git:20261004.fc49baf · audit A · 3 stars
fact-cut-runner SKILL.md skill
lulufoo/lulu-workflow · compose/fact-intake-runner/fact-cut-runner/SKILL.md · Compose fact-intake L1: whole-doc cut and disposition classify.
git:20261004.4ffd0ff · audit A · 3 stars
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.
git:20261004.4ffd0ff · audit A · 3 stars
inductive-runner SKILL.md skill
lulufoo/lulu-workflow · compose/inductive-runner/SKILL.md · Coordinates pre-writing induction across topic convergence and open-point resolution.
git:20261004.4ffd0ff · audit A · 3 stars
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
lulufoo/lulu-workflow · compose/inductive-runner/open-point-process-runner/SKILL.md · Validates and analyzes one registered Open group (one lens) against current evidence.
git:20261003.33872cc · audit A · 3 stars
narrative-arc-runner SKILL.md skill
lulufoo/lulu-workflow · compose/narrative-arc-runner/SKILL.md · Compose semantic narrative-arc builder for write-ready document spines.
git:20261004.4ffd0ff · audit A · 3 stars

Every file in lulufoo/lulu-workflow

Browse by kind, by grade A, or by owner.