product-discovery SKILL.md skillA
product-discovery from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/product-discovery@git:20261101.6eeef1dPins git:20261101.6eeef1d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
product-discovery/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261101.6eeef1d, committed Nov 1, 2026
- First version recorded
- Jul 6, 2026
- Size
- 10,621 bytes
- Repository stars
- 166
- License
- MIT
Discover external customer problems and product requirements from human stakeholders. Assess customer evidence before investing, or map who to talk to, ask questions that surface hidden assumptions, detect gaps in real time, resolve conflicts, and translate conversations into structured SDD specs. Phase 0 upstream of Spec-Driven Development. Also grill a PRD, interrogate a proposal, poke holes in a spec, or interview its author about an existing draft, one consequential question at a time. Do…
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
# Product Discovery — Stakeholder Map
Choose the entry by the decision at stake. For an existing draft, preserve the
artifact-first entry below. For external demand or problem uncertainty, load
[customer/problem discovery](references/customer-problem-discovery.md) before
turning an idea into requirements. For internal requirements, begin with stakeholder mapping:
| Reference | Load when | File |
|-----------|-----------|------|
| Stakeholder Mapping & Sequencing | You need to decide who to interview and in what order | `references/stakeholder-mapping.md` |
| Interview Protocol Design | You're designing a question stack for a specific stakeholder type | `references/question-patterns.md` |
| Gap Detection Techniques | You're preparing to recognize what stakeholders don't say | `references/gap-detection.md` |
## Pipeline: Phase 0 — Discovery
```
RAW NEED → [MAP] → [INTERVIEW] → [SYNTHESIZE] → [DISTILL] → [VALIDATE] → SPEC.md
| | | | |
Who to What to Resolve Convert to Stakeholder
talk to ask conflicts structured review
```
…Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/product-discovery@sha256:db5e01d5902e5f9dThe line at the top of this page pins the label git:20261101.6eeef1d, 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_42kouxiswasykrty)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 6, 2026 and Nov 1, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.6eeef1d latest | 2026-11-01 | 6eeef1d | 10,621 B | A | view · diff |
| git:20261008.67c61ff | 2026-10-08 | 67c61ff | 8,818 B | A | view · diff |
| git:20260902.035e58d | 2026-09-02 | 035e58d | 7,073 B | A | view · diff |
| git:20260713.ef60002 | 2026-07-13 | ef60002 | 6,986 B | A | view · diff |
| git:20260706.1275b7d | 2026-07-06 | 1275b7d | 6,814 B | A | view · diff |
| git:20260706.3f03c6e | 2026-07-06 | 3f03c6e | 4,861 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 (10621 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
magnus919/agent-skills · 166 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_42kouxiswasykrty GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/product-discovery GET https://markdownregistry.com/api/v1/blob/db5e01d5902e5f9d935b7e0a4e6cdc5963887623ac1880589e360f9ae4f22f12
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 magnus919/agent-skills
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