requirements-clarifier SKILL.md skillA

requirements-clarifier from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yeaight7/agent-powerups/requirements-clarifier@git:20260605.326dd22

Pins git:20260605.326dd22 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yeaight7/agent-powerups
Path
plugins/spec-driven-development/skills/requirements-clarifier/SKILL.md
Versions recorded
3
Latest version
git:20260605.326dd22, committed Jun 5, 2026
First version recorded
May 12, 2026
Size
8,412 bytes
Repository stars
8
License
Apache-2.0

Use when an implementation request is vague or underspecified and needs structured clarification before coding -- the user says "interview me", "ask me everything", "don't assume", or wants to avoid "that's not what I meant" outcomes from autonomous execution.

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

## Purpose

Requirements Clarifier implements Socratic questioning with mathematical ambiguity scoring. It replaces vague ideas with crystal-clear specifications by asking targeted questions that expose hidden assumptions, measuring clarity across weighted dimensions, and refusing to proceed until ambiguity drops below the resolved threshold. The output feeds into planning and execution, ensuring maximum clarity at every stage.

## When to Use

- User has a vague idea and wants thorough requirements gathering before execution
- User says "deep interview", "interview me", "ask me everything", "don't assume", "make sure you understand"
- User wants to avoid "that's not what I meant" outcomes from autonomous execution
- Task is complex enough that jumping to code would waste cycles on scope discovery
- User wants mathematically-validated clarity before committing to execution

## Do Not Use When

- User has a detailed, specific request with file paths, function names, or acceptance criteria -- execute directly
- User wants to explore options or brainstorm -- use the plan skill instead
- User wants a quick fix or single change -- execute directly
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yeaight7/agent-powerups/requirements-clarifier@sha256:eb9721243a636c24

The line at the top of this page pins the label git:20260605.326dd22, 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_37bcqxvmgdi74l4d.svg)](https://markdownregistry.com/a/art_37bcqxvmgdi74l4d)

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

Versions

The registry has recorded 3 versions of this file, between May 12, 2026 and Jun 5, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20260605.326dd22 latest2026-06-05 326dd22 8,412 BA view · diff
git:20260602.d4df2922026-06-02 d4df292 7,789 BA view · diff
git:20260512.fc96c542026-05-12 fc96c54 7,895 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 (8412 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

yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_37bcqxvmgdi74l4d
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/requirements-clarifier
GET https://markdownregistry.com/api/v1/blob/eb9721243a636c24687b7eec9237ecbe62f6859826a82dd664af56c8614808d7

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 yeaight7/agent-powerups

AGENTS.md AGENTS.md file
yeaight7/agent-powerups · AGENTS.md
git:20260606.7ba0c89 · audit A · 8 stars
CLAUDE.md CLAUDE.md file
yeaight7/agent-powerups · CLAUDE.md
git:20260602.7ef7075 · audit A · 8 stars
AGENTS.md@agents-md/dbt-project AGENTS.md file
yeaight7/agent-powerups · agents-md/dbt-project/AGENTS.md
git:20260428.06dc83e · audit A · 8 stars
AGENTS.md@agents-md/marketing-site AGENTS.md file
yeaight7/agent-powerups · agents-md/marketing-site/AGENTS.md
git:20260921.16cf58b · audit A · 8 stars
AGENTS.md@agents-md/ml-project AGENTS.md file
yeaight7/agent-powerups · agents-md/ml-project/AGENTS.md
git:20260428.c8f26bf · audit A · 8 stars
AGENTS.md@agents-md/open-source-maintainer AGENTS.md file
yeaight7/agent-powerups · agents-md/open-source-maintainer/AGENTS.md
git:20260428.259b8b4 · audit A · 8 stars
AGENTS.md@agents-md/python-library AGENTS.md file
yeaight7/agent-powerups · agents-md/python-library/AGENTS.md
git:20260428.ee0647d · audit A · 8 stars
AGENTS.md@agents-md/typescript-app AGENTS.md file
yeaight7/agent-powerups · agents-md/typescript-app/AGENTS.md
git:20260428.8b5127b · audit A · 8 stars
prompt-evaluation-runner SKILL.md skill
yeaight7/agent-powerups · plugins/agent-evaluation-lab/skills/prompt-evaluation-runner/SKILL.md · Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe…
git:20260606.f062e44 · audit A · 8 stars
red-team-eval-authoring SKILL.md skill
yeaight7/agent-powerups · plugins/agent-evaluation-lab/skills/red-team-eval-authoring/SKILL.md · Use when creating or reviewing red-team eval plugins, attack templates, grader rubrics, safety fixtures, or model-risk…
git:20260606.7a1fed0 · audit B · 8 stars
skill-evaluation-workbench SKILL.md skill
yeaight7/agent-powerups · plugins/agent-evaluation-lab/skills/skill-evaluation-workbench/SKILL.md · Use when designing, running, debugging, or hardening deterministic eval suites for agent skills, prompts, tool…
git:20260606.7a2d45f · audit A · 8 stars
agent-harness-design SKILL.md skill
yeaight7/agent-powerups · plugins/agentic-systems/skills/agent-harness-design/SKILL.md · Use when designing tool definitions for a new agent or subagent, an agent shows high retry rates, ambiguous tool…
git:20260606.362908d · audit A · 8 stars

Every file in yeaight7/agent-powerups

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