spec SKILL.md skillA

spec from moonlight-lupin/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add moonlight-lupin/agent-skills/spec@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
moonlight-lupin/agent-skills
Path
plugins/dev-pipeline/skills/spec/SKILL.md
Versions recorded
2
Latest version
v2.1.0, committed Oct 28, 2026
First version recorded
Oct 27, 2026
Size
17,116 bytes
Repository stars
114
License
MIT

Use when pinning intent before code — capture a spec (user stories, acceptance criteria, [NEEDS CLARIFICATION] markers), then plan the HOW (bite-sized tasks, blocking edges, gates) or slice tracer-bullet tickets. Triggers: 'write a spec', 'plan this', 'break this into tickets', 'slice this up', 'create tickets', 'what are the work units'.

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

# Spec

Three jobs, one stage, in order of invocation:

1. **Spec** — capture WHAT/WHY before planning: user stories, acceptance criteria, `[NEEDS CLARIFICATION]` markers, seam sketch. No tech stack.
2. **Plan** — write an actionable implementation plan consuming the spec: bite-sized tasks, exact paths, interfaces, the test cases each task must pass, complete production code where the HOW isn't obvious, no placeholders.
3. **Tickets** — slice a settled spec or plan into tracer-bullet tickets with blocking edges (see `references/ticket-slicing.md`).

Do the job the user invoked — specifying only, or planning only. The `grill` stage hardens the plan first if decisions are unresolved.

**By complexity** (`orchestrator/references/risk-routing.md`): S0 skips this stage. S1 skips the spec turn — the plan header carries an assumptions line and 3-6 acceptance criteria written as `step → verify: check` (format in `orchestrator/references/coding-principles.md` § Plan format for S0/S1), and the plan is one task. S2/S3 run all turns. Review depth (the risk-derived T-tier) does not select spec turns: an S3/R1 change still gets the full spec with T1 review.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add moonlight-lupin/agent-skills/spec@sha256:dc60472b8cbb7207

The line at the top of this page pins the label v2.1.0, 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_3oxiibumcvojswiu.svg)](https://markdownregistry.com/a/art_3oxiibumcvojswiu)

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

Versions

The registry has recorded 2 versions of this file, between Oct 27, 2026 and Oct 28, 2026, more than one a day.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-10-28 151b478 17,116 BA view · diff
v2.0.02026-10-27 470fa10 16,982 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 (17116 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

moonlight-lupin/agent-skills · 114 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3oxiibumcvojswiu
GET https://markdownregistry.com/api/v1/resolve?ref=moonlight-lupin/agent-skills/spec
GET https://markdownregistry.com/api/v1/blob/dc60472b8cbb72070a94022e18066b653f37c8e6a7e98ab9e78f27d87edd7620

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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