cursor-spec-interviewer SKILL.md skillA

cursor-spec-interviewer from stark-ai-de/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 stark-ai-de/agent-skills/cursor-spec-interviewer@v0.3.0

Pins v0.3.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
stark-ai-de/agent-skills
Path
skills/cursor-operations/cursor-spec-interviewer/SKILL.md
Versions recorded
5
Latest version
v0.3.0, committed Sep 26, 2026
First version recorded
Jul 13, 2026
Size
8,019 bytes
Repository stars
8
License
Apache-2.0

Turn ambiguous coding requests into verified Cursor Agent implementation specs. Use when the user wants requirements, an implementation plan, or a spec before coding; include source checks, needed ADRs, and agreed delivery. Do not use for already specified direct implementation or memory cleanup.

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

# Cursor Spec Interviewer

## Goal

Produce a user-verified implementation spec with bounded scope, testable acceptance criteria, source-backed decisions, validation, and any required ADRs. Deliver it to the agreed repository path, or in chat when explicitly requested. One approval covers the unchanged result and its concrete authorized writes.

This is one end-to-end workflow. A clear request selects it; do not invent review/save variants or add a workflow-selection checkpoint. For a bare invocation, ask for the task to specify.

## When to use

- The user has a rough idea but not a production-ready implementation spec.
- The task spans multiple files or concerns, or requires tradeoff decisions.
- The request needs acceptance criteria, validation commands, rollout notes, or risk handling.
- The user wants a reusable written artifact before implementation begins.
- Requirements, feature shape, ADR assumptions, or the implementation approach should be challenged against repo reality and current external sources before coding.

## When not to use

- The user already provided a complete implementation spec with files, constraints, tests, and acceptance criteria.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add stark-ai-de/agent-skills/cursor-spec-interviewer@sha256:bedefcbdc03a0336

The line at the top of this page pins the label v0.3.0, 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_mvvfn726rvlcywlb.svg)](https://markdownregistry.com/a/art_mvvfn726rvlcywlb)

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

Versions

The registry has recorded 5 versions of this file, between Jul 13, 2026 and Sep 26, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
v0.3.0 latest2026-09-26 04e1767 8,019 BA view · diff
v0.2.42026-08-19 f161597 14,939 BA view · diff
v0.2.32026-07-30 0f30b37 14,939 BA view · diff
v0.2.22026-07-16 541a3ef 14,667 BA view · diff
v0.2.12026-07-13 b14999b 15,277 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 (8019 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

stark-ai-de/agent-skills · 8 stars · license Apache-2.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mvvfn726rvlcywlb
GET https://markdownregistry.com/api/v1/resolve?ref=stark-ai-de/agent-skills/cursor-spec-interviewer
GET https://markdownregistry.com/api/v1/blob/bedefcbdc03a033699a7f52d0f09ea8c7cec17dff97bd7db907b62788b99a354

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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