Home / nahid-sparktales / agent-dispatcher · GitHub

product-discovery SKILL.md skillA

product-discovery from nahid-sparktales/agent-dispatcher is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add nahid-sparktales/agent-dispatcher/product-discovery@git:20260919.a0d4f55

Pins git:20260919.a0d4f55 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: nahid-sparktales/agent-dispatcher
Path: skills/product/product-discovery/SKILL.md
Versions recorded: 1
Latest version: git:20260919.a0d4f55, committed Sep 19, 2026
Size: 6,323 bytes
Repository stars: 58
License: MIT

Find the real problem behind a feature request before anyone scopes a solution — whose job is stuck, what evidence exists already, and what observation would prove the assumption wrong. Use when a request arrives phrased as a solution ("add a dashboard", "we need notifications"), when a team is about to build on a belief nobody has checked, or when asked whether something is worth building at all. Not for writing the spec once the problem is settled, not for ranking work that is already…

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

A feature request is an answer. Discovery is recovering the question it answers, and finding out
whether the question is real. Most of the evidence you need already exists and nobody has read it.

## When this fires

A request names a solution and not a problem; a plan rests on a belief about users that has never
been checked; someone asks whether a thing is worth building. It does not fire when the problem
and its evidence are already established and the job is to write the scope — that is
`prd-and-stories`.

## Procedure

1. **Split the request into solution and problem.** Write the request verbatim, then write the
   sentence under it: who is trying to do what, and what happens today instead. If you cannot
   write that second sentence from what you were given, that gap is the finding — say so before
   going further.
2. **Name the person and the job.** A named role doing a specific task on a specific occasion
   ("a support agent closing a ticket after a refund"), not a segment. Ask who is *not* affected
   too — a problem everyone allegedly has usually belongs to nobody in particular.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add nahid-sparktales/agent-dispatcher/product-discovery@sha256:167ba3bb9e5f3cfd

The line at the top of this page pins the label git:20260919.a0d4f55, 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](https://markdownregistry.com/badge/art_mt2zmjly3cx5livk.svg)](https://markdownregistry.com/a/art_mt2zmjly3cx5livk)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 19, 2026.

version	committed	commit	size	audit
git:20260919.a0d4f55 latest	2026-09-19	a0d4f55	6,323 B	A	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 (6323 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

nahid-sparktales/agent-dispatcher · 58 stars · license MIT · pushed 2026-10-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mt2zmjly3cx5livk
GET https://markdownregistry.com/api/v1/resolve?ref=nahid-sparktales/agent-dispatcher/product-discovery
GET https://markdownregistry.com/api/v1/blob/167ba3bb9e5f3cfdc0269e68532dadb1dbd584930bfc44bc87016226736fd540

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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