feedback-synthesis SKILL.md skillA
feedback-synthesis from rizwanzafaris/product-manager-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rizwanzafaris/product-manager-os/feedback-synthesis@git:20260919.72235e0Pins git:20260919.72235e0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rizwanzafaris/product-manager-os
- Path
skills/feedback-synthesis/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260919.72235e0, committed Sep 19, 2026
- First version recorded
- Sep 1, 2026
- Size
- 11,153 bytes
- Repository stars
- 4
- License
- MIT
Turn a pile of raw customer feedback into evidence-weighted themes that land in the discovery templates. Use when a PM has interview transcripts, support tickets, sales-call notes, app reviews, or survey free text and needs themes with counts, contradictions, and a so-what, rather than a word cloud or a quote reel.
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
# Feedback Synthesis: from raw input to a theme a gate will accept Feedback synthesis usually fails in one of three ways. The loudest customer becomes a theme on their own. Quotes get grouped by topic instead of by the problem behind them, so "reporting" becomes a theme and tells nobody what to build. Or the output is a deck of quotes with no counts, so nobody can tell a pattern from an anecdote. This skill produces themes that carry their own evidence and survive a Gate 1 review. ## Files this skill drives - [../../templates/discovery/user-research-plan.md](../../templates/discovery/user-research-plan.md), section 6, where the themes land as rows - [../../templates/discovery/discovery-document.md](../../templates/discovery/discovery-document.md), sections 3 and 5, where the strongest theme becomes the stated pain and the success signal …
Read the whole file at its exact version.
How to install
mdr add rizwanzafaris/product-manager-os/feedback-synthesis@sha256:8d5ee439967ae147The line at the top of this page pins the label git:20260919.72235e0, 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_eb4go3wcr3uj5xbq)
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Versions
The registry has recorded 5 versions of this file, between Sep 1, 2026 and Sep 19, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.72235e0 latest | 2026-09-19 | 72235e0 | 11,153 B | A | view · diff |
| git:20260904.53136c1 | 2026-09-04 | 53136c1 | 9,431 B | A | view · diff |
| git:20260903.659ef01 | 2026-09-03 | 659ef01 | 8,483 B | A | view · diff |
| git:20260903.fb8c390 | 2026-09-03 | fb8c390 | 7,327 B | A | view · diff |
| git:20260901.cbea862 | 2026-09-01 | cbea862 | 7,104 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 (11153 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
rizwanzafaris/product-manager-os · 4 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eb4go3wcr3uj5xbq GET https://markdownregistry.com/api/v1/resolve?ref=rizwanzafaris/product-manager-os/feedback-synthesis GET https://markdownregistry.com/api/v1/blob/8d5ee439967ae1474f6d48b86c70ce73c3ecd3afa6ea481c70422f9c9d6b6e61
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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