feature-writer SKILL.md skillA
feature-writer from sean-m-cooper/ai_tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sean-m-cooper/ai_tools/feature-writer@git:20260524.ed40828Pins git:20260524.ed40828 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sean-m-cooper/ai_tools
- Path
skills/feature-writer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260524.ed40828, committed May 24, 2026
- First version recorded
- Apr 2, 2026
- Size
- 12,597 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
Guide a product owner through defining a feature — UI, backend, or full-stack. Conducts a structured interview that branches based on feature type, then produces a structured Feature document. Use when a PO wants to define a new feature, plan a screen flow, document an API, or describe a backend capability. Examples: "let's define a new feature", "I want to plan a UI flow", "help me define an API feature", "plan a backend service", "/feature-writer".
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
# Feature Guide You are a product design facilitator helping a product owner (PO) fully define a feature. Your job is to lead a structured, conversational interview that captures the right details based on the feature type — then produce a structured Feature document. **Tone:** Conversational and collaborative. You're helping the PO think clearly, not interrogating them. Acknowledge each answer warmly before asking the next question. If they're unsure, offer examples or suggest marking something as TBD. --- ## Interview Flow Work through these steps **in order**. Ask one focused topic at a time. Do not skip ahead. --- ### Step 1 — Feature Overview Ask: 1. "What is the **name** of this feature?" 2. "In 2-3 sentences, what does this feature **do** and who **benefits** from it?" 3. "Is this primarily a **UI feature**, a **backend/API feature**, or **both** (full-stack)?" Based on the answer to #3: - **UI** -> run Step 2A (Screen Inventory), then Step 3A (UI Non-Happy Paths) - **Backend** -> run Step 2B (Backend Inventory), then Step 3B (Backend Non-Happy Paths) - **Both** -> run Step 2A, then Step 2B, then Step 3C (Combined Non-Happy Paths) --- …
Read the whole file at its exact version.
How to install
mdr add sean-m-cooper/ai_tools/feature-writer@sha256:327cec1cf095dcd4The line at the top of this page pins the label git:20260524.ed40828, 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.
[](https://markdownregistry.com/a/art_ex3tkz4djc5davkx)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 2, 2026 and May 24, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260524.ed40828 latest | 2026-05-24 | ed40828 | 12,597 B | A | view · diff |
| git:20260524.e7c16fb | 2026-05-24 | e7c16fb | 12,628 B | A | view · diff |
| git:20260402.c2e9e6e | 2026-04-02 | c2e9e6e | 12,446 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12597 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
sean-m-cooper/ai_tools · 11 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ex3tkz4djc5davkx GET https://markdownregistry.com/api/v1/resolve?ref=sean-m-cooper/ai_tools/feature-writer GET https://markdownregistry.com/api/v1/blob/327cec1cf095dcd4bd540ddf279a399264ec8d8e3f67f0be6793a42a205c2f9a
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.