autonomous-prd-refinement SKILL.md skillA
autonomous-prd-refinement from ensodynamics/enso-method is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ensodynamics/enso-method/autonomous-prd-refinement@git:20261103.fd289f9Pins git:20261103.fd289f9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ensodynamics/enso-method
- Path
skills/autonomous-prd-refinement/SKILL.md- Versions recorded
- 11
- Latest version
- git:20261103.fd289f9, committed Nov 3, 2026
- First version recorded
- Oct 14, 2026
- Size
- 38,507 bytes
- Repository stars
- 6
- License
- MIT
Review-and-fix loop that takes a drafted PRD, with its assumptions and mockups, to a state with no Medium or High finding left, run after prd-writing-standards and before the user's recommended review and the technical design — full deliverable-review rounds until none finds a High, cheaper delta rounds over each round's fixes until none finds a Medium or High, then a final full round; mockups reviewed as design references, facts verified once, progress checkpointed to an on-disk state file so…
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
# Autonomous PRD Refinement A review-and-fix loop for a drafted PRD and everything that travels with it: its assumptions document, its mockups, and the lines it adds to neighbouring documents such as an initiative's PRD list. Each round runs `deliverable-review`, fixes every finding, and records progress in a state file on disk. The run ends when a full, fresh review finds nothing worse than Low, apart from findings rejected with a reason the user can check or handed off to another session. --- ## What Is This Skill? A PRD written from source material (a brief, its entry in an initiative's PRD contracts, a stakeholder's handoff, interviews) is rarely right on the first draft. Some cases go unstated, two passages disagree, a fix in one place leaves a stale copy in another, and a mockup shows something the criteria no longer say. One review round finds some of this; the fixes then create a few new problems of their own. This skill runs the rounds until they stop finding anything that matters, without the user. …
Read the whole file at its exact version.
How to install
mdr add ensodynamics/enso-method/autonomous-prd-refinement@sha256:8e316d7c1b034661The line at the top of this page pins the label git:20261103.fd289f9, 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_su6mejvd6yol3sbi)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Oct 14, 2026 and Nov 3, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.fd289f9 latest | 2026-11-03 | fd289f9 | 38,507 B | A | view · diff |
| git:20261030.099ee29 | 2026-10-30 | 099ee29 | 38,467 B | A | view · diff |
| git:20261028.fdb0982 | 2026-10-28 | fdb0982 | 38,360 B | A | view · diff |
| git:20261027.b46e48d | 2026-10-27 | b46e48d | 38,260 B | A | view · diff |
| git:20261027.66c352a | 2026-10-27 | 66c352a | 37,918 B | A | view · diff |
| git:20261027.6176f00 | 2026-10-27 | 6176f00 | 37,841 B | A | view · diff |
| git:20261027.f780e65 | 2026-10-27 | f780e65 | 37,750 B | A | view · diff |
| git:20261026.1f2fa83 | 2026-10-26 | 1f2fa83 | 37,592 B | A | view · diff |
| git:20261026.9ffab64 | 2026-10-26 | 9ffab64 | 37,377 B | A | view · diff |
| git:20261018.9c89f88 | 2026-10-18 | 9c89f88 | 37,312 B | A | view · diff |
| git:20261014.85eff88 | 2026-10-14 | 85eff88 | 37,168 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 (38507 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
ensodynamics/enso-method · 6 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_su6mejvd6yol3sbi GET https://markdownregistry.com/api/v1/resolve?ref=ensodynamics/enso-method/autonomous-prd-refinement GET https://markdownregistry.com/api/v1/blob/8e316d7c1b0346610307e7cb19479accfea4635a5cb8801881c3b4d40853c610
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.