discovery-interviews-surveys SKILL.md skillA
discovery-interviews-surveys from nicepkg/ai-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nicepkg/ai-workflow/discovery-interviews-surveys@git:20260118.be84779Pins git:20260118.be84779 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nicepkg/ai-workflow
- Path
workflows/product-manager-workflow/.claude/skills/discovery-interviews-surveys/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260118.be84779, committed Jan 18, 2026
- Size
- 12,185 bytes
- Repository stars
- 291
- License
- MIT
Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching target markets, identifying jobs-to-be-done and hiring triggers, uncovering pain points and workarounds, or when users mention user research, customer interviews, surveys, discovery interviews, validation studies, or voice of customer.
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
# Discovery Interviews & Surveys ## Table of Contents - [Purpose](#purpose) - [When to Use](#when-to-use) - [What Is It?](#what-is-it) - [Workflow](#workflow) - [Common Patterns](#common-patterns) - [Guardrails](#guardrails) - [Quick Reference](#quick-reference) ## Purpose Discovery Interviews & Surveys help you learn from users systematically to: - **Validate assumptions** before investing in building - **Discover real problems** users experience (not just stated needs) - **Understand jobs-to-be-done** (what users "hire" your product to do) - **Identify pain points** and current workarounds - **Test concepts** and positioning with target audience - **Uncover unmet needs** that users may not articulate directly This moves from guessing to evidence-based product decisions. ## When to Use Use this skill when: - **Pre-build validation**: Testing product ideas before development - **Problem discovery**: Understanding user pain points and workflows - **Jobs-to-be-done research**: Identifying hiring/firing triggers and desired outcomes - **Market research**: Understanding target audience, competitive landscape, willingness to pay …
Read the whole file at its exact version.
How to install
mdr add nicepkg/ai-workflow/discovery-interviews-surveys@sha256:da617d1d2555632fThe line at the top of this page pins the label git:20260118.be84779, 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_hky5nyhyvvlhcq4z)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 18, 2026.
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 (12185 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
nicepkg/ai-workflow · 291 stars · license MIT · pushed 2026-01-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hky5nyhyvvlhcq4z GET https://markdownregistry.com/api/v1/resolve?ref=nicepkg/ai-workflow/discovery-interviews-surveys GET https://markdownregistry.com/api/v1/blob/da617d1d2555632f1fc71c219392b3ad9594091e38d7e9a89ba14aec3e821a6e
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.