clarify SKILL.md skillA

clarify from swingerman/engineer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add swingerman/engineer/clarify@git:20260516.48406db

Pins git:20260516.48406db in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
swingerman/engineer
Path
engineer/skills/clarify/SKILL.md
Versions recorded
3
Latest version
git:20260516.48406db, committed May 16, 2026
First version recorded
May 15, 2026
Size
2,508 bytes
Repository stars
162
License
MIT

Use when a single DAE artifact has ambiguities to resolve. Triggers — "/engineer.clarify", "clarify this spec", "resolve ambiguities", "this is vague — tighten it".

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

# clarify

Resolve ambiguities in **one** DAE artifact through an iterative interview. A cross-cutting quality gate — runs on any artifact at any pipeline stage.

The clarify *pattern* is also embedded inside artifact-producing skills for their own in-flight ambiguities; this standalone skill is for ad-hoc cleanup after the fact.

## When to use

On any one of: `feature.md`, `acs.md`, `spec.md`, `plan.md`, `CHARTER.md`. Invoked as `/engineer.clarify <slug> <artifact>` or `/engineer.clarify <path>`.

**Not for:** cross-artifact contradictions (`consistency-check`); changing what a feature does (`feature-edit`); resolutions that cascade across files (clarify the source here, then `feature-edit`).

## Workflow

1. **Resolve + load** — resolve the methodology root + manifest via `${CLAUDE_PLUGIN_ROOT}/scripts/dae_resolve.py` (see `references/resolving.md`); locate the target artifact. Also load its parent contract for grounding (`feature.md` for acs/spec/plan; `CHARTER.md` for feature.md).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add swingerman/engineer/clarify@sha256:86473e72c00a405c

The line at the top of this page pins the label git:20260516.48406db, 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_veisg5cai4fuw37j.svg)](https://markdownregistry.com/a/art_veisg5cai4fuw37j)

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

Versions

The registry has recorded 3 versions of this file, between May 15, 2026 and May 16, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260516.48406db latest2026-05-16 48406db 2,508 BA view · diff
git:20260515.595977f2026-05-15 595977f 2,415 BA view · diff
git:20260515.7a2f96e2026-05-15 7a2f96e 6,415 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 (2508 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

swingerman/engineer · 162 stars · license MIT · pushed 2026-10-27 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_veisg5cai4fuw37j
GET https://markdownregistry.com/api/v1/resolve?ref=swingerman/engineer/clarify
GET https://markdownregistry.com/api/v1/blob/86473e72c00a405cf1bdc32688a0f91c99d562a3d2c3341b39cb663185199e84

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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