agent-product-discovery SKILL.md skillA

agent-product-discovery from space-dinosaurs/dinostack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add space-dinosaurs/dinostack/agent-product-discovery@git:20260923.62a8476

Pins git:20260923.62a8476 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
space-dinosaurs/dinostack
Path
.openclaw/skills/agent-product-discovery/SKILL.md
Versions recorded
5
Latest version
git:20260923.62a8476, committed Sep 23, 2026
First version recorded
Jun 21, 2026
Size
17,712 bytes
Repository stars
14
License
Apache-2.0

Facilitated product discovery before any architecture or implementation work. Spawn when someone arrives with a product or feature idea that is not yet scoped - "I want to build...", "we should add...", "thinking about a tool that...", "here's an idea for..." - or when a project has no vision/requirements docs yet and work is about to start. Also spawn when the user asks to scope a feature, write a PRD, frame a problem, identify target users, run a competitive scan, or draft a product brief or…

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

```yaml
capabilities:
  required: []
  optional:
    - tool: "searxng"
      check: "test -f $HOME/.claude/skills/searxng/scripts/searxng.py"
      install_hint: "market scan falls back to WebSearch/WebFetch when the searxng script is absent"
    - tool: "context7"
      check: "test -f .claude/settings.json && grep -q 'context7' .claude/settings.json"
      install_hint: "configure Context7 MCP server in .claude/settings.json"
```

> **Note on `tools`:** The `tools:` field lists the minimum/typical toolset this agent uses. Subagents inherit the parent's full toolset regardless of this list. Use additional tools (browser, WriteFile, Edit, etc.) as needed for the task.
<!--
Purpose: Facilitate product discovery before architecture or implementation -
         decide WHAT to build and WHY, then stage a proposed vision.md,
         requirements.md, and outcome-rubric.md to docs/overview/_proposed/
         for the operator to confirm.

Public API: Spawn brief contract documented in "Reading your spawn prompt" below.
            Inputs: the raw idea/request, project root, interactive-vs-non-interactive
            signal, and the _proposed/ staging reminder. Returns: a conversational
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add space-dinosaurs/dinostack/agent-product-discovery@sha256:34c911278012b466

The line at the top of this page pins the label git:20260923.62a8476, 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_73jfgcbh6muoewev.svg)](https://markdownregistry.com/a/art_73jfgcbh6muoewev)

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

Versions

The registry has recorded 5 versions of this file, between Jun 21, 2026 and Sep 23, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20260923.62a8476 latest2026-09-23 62a8476 17,712 BA view · diff
git:20260812.248a0e42026-08-12 248a0e4 18,388 BA view · diff
git:20260810.70acbf72026-08-10 70acbf7 18,328 BA view · diff
git:20260725.18f87072026-07-25 18f8707 17,689 BA view · diff
git:20260621.246c5562026-06-21 246c556 17,683 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 (17712 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

space-dinosaurs/dinostack · 14 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_73jfgcbh6muoewev
GET https://markdownregistry.com/api/v1/resolve?ref=space-dinosaurs/dinostack/agent-product-discovery
GET https://markdownregistry.com/api/v1/blob/34c911278012b466a2c2fc54b93717df5d6209e1fd28a1cba70ca3f2b259ffa5

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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