discover-interview-synthesis SKILL.md skillA
discover-interview-synthesis from product-on-purpose/pm-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add product-on-purpose/pm-skills/discover-interview-synthesis@v2.3.0Pins v2.3.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- product-on-purpose/pm-skills
- Path
skills/discover-interview-synthesis/SKILL.md- Versions recorded
- 5
- Latest version
- v2.3.0, committed Aug 14, 2026
- First version recorded
- Jun 10, 2026
- Size
- 5,374 bytes
- Repository stars
- 790
- License
- Apache-2.0
Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to extract and communicate findings across participants. Distinct from foundation-meeting-recap, which summarizes one internal meeting for its attendees; this skill aggregates research conversations into evidence-backed findings.
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
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Interview Synthesis An interview synthesis transforms raw user research data into structured insights that drive product decisions. Rather than simply listing what participants said, a good synthesis identifies patterns across conversations, connects observations to underlying user needs, and translates findings into actionable recommendations. ## When to Use - After completing a round of user interviews (typically 5+ participants) - Following customer discovery calls or sales feedback sessions - After usability testing sessions to consolidate observations - When stakeholders need a summary of research findings - Before ideation sessions to ground the team in user reality ## When NOT to Use - You are summarizing one internal meeting for its attendees -> use `foundation-meeting-recap` - You need patterns across multiple meetings over time -> use `foundation-meeting-synthesize` - Your data is survey responses rather than interviews -> use `measure-survey-analysis` - The findings are synthesized and you are ready to frame the problem -> use `define-problem-statement` …
Read the whole file at its exact version.
How to install
mdr add product-on-purpose/pm-skills/discover-interview-synthesis@sha256:2b7918327a1154baThe line at the top of this page pins the label v2.3.0, 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.
[](https://markdownregistry.com/a/art_7xkqdul3yaflhqz3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 10, 2026 and Aug 14, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.3.0 latest | 2026-08-14 | edbbaf6 | 5,374 B | A | view · diff |
| v2.3.0 | 2026-08-14 | 54744ce | 4,915 B | A | view · diff |
| v2.2.0 | 2026-07-06 | fa0111e | 4,182 B | A | view · diff |
| v2.1.0 | 2026-06-11 | 9b5dbf9 | 4,043 B | A | view · diff |
| v2.0.1 | 2026-06-10 | b8ccff6 | 3,502 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 (5374 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
product-on-purpose/pm-skills · 790 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7xkqdul3yaflhqz3 GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/pm-skills/discover-interview-synthesis GET https://markdownregistry.com/api/v1/blob/2b7918327a1154bab2c7559d33c78129078c421ec3da71ab1260f783878056bf
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.