neo-clarification SKILL.md skillA
neo-clarification from benknightdark/neo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add benknightdark/neo-skills/neo-clarification@git:20260531.de0cb05Pins git:20260531.de0cb05 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- benknightdark/neo-skills
- Path
skills/neo-clarification/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260531.de0cb05, committed May 31, 2026
- First version recorded
- Apr 2, 2026
- Size
- 3,240 bytes
- Repository stars
- 7
- License
- MIT
Use this skill when the user gives vague, emotional, fragmented, screenshot-based, or complaint-style requirements and wants them converted into structured specs, acceptance criteria, or clarifying questions.
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
# Requirement Clarification Specifications
Apply the Inversion & Generator Pattern. Follow this protocol strictly to translate raw, chaotic user complaints and screenshots into clean, structured system specifications.
---
## 1. Perceive Phase
1. **Information Extraction**:
- Carefully read the user's text and inspect any attached screenshots or logs.
- Filter out emotional noise, frustrations, and blame.
- Separate objective facts (what is currently happening or visible) from user expectations (what they wanted to accomplish).
2. **Identify System Boundaries**:
- Determine the scope, domain, and potential technical layers affected by the feedback (e.g., frontend rendering, network APIs, database states, permission groups).
---
## 2. Reason Phase
1. **Load Analysis Framework**:
- **Always read** the external analysis guide before starting your deduction:
[5w1h-framework.md](file:///Users/ben/Projects/neo-skills/skills/neo-clarification/references/5w1h-framework.md)
2. **Context Reconstruction (5W1H)**:
- Map the extracted facts to the 5W1H framework (Who, Where, When, What, Why, How).
…Read the whole file at its exact version.
How to install
mdr add benknightdark/neo-skills/neo-clarification@sha256:32180cd8b487a924The line at the top of this page pins the label git:20260531.de0cb05, 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_flnkflj6mw7pverw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 2, 2026 and May 31, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260531.de0cb05 latest | 2026-05-31 | de0cb05 | 3,240 B | A | view · diff |
| git:20260530.40d0b8f | 2026-05-30 | 40d0b8f | 3,382 B | A | view · diff |
| git:20260523.8c18998 | 2026-05-23 | 8c18998 | 3,441 B | A | view · diff |
| git:20260410.9405759 | 2026-04-10 | 9405759 | 5,267 B | C | view · diff |
| git:20260402.b892abc | 2026-04-02 | b892abc | 1,688 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 (3240 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
benknightdark/neo-skills · 7 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_flnkflj6mw7pverw GET https://markdownregistry.com/api/v1/resolve?ref=benknightdark/neo-skills/neo-clarification GET https://markdownregistry.com/api/v1/blob/32180cd8b487a9243644524de5673a6de6c8955ab25e575a9b74c384eb21e76b
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.