afrexai-prd-engine SKILL.md skillC
afrexai-prd-engine from aaaaqwq/agi-super-team is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaaaqwq/agi-super-team/afrexai-prd-engine@git:20260513.45fcfaePins git:20260513.45fcfae in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaaaqwq/agi-super-team
- Path
skills/afrexai-prd-engine/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260513.45fcfae, committed May 13, 2026
- Size
- 17,946 bytes
- Repository stars
- 115
- License
- MIT
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
# PRD Engine — Product Requirements That Ship
Complete product requirements methodology: from idea to spec to shipped feature. Not just a JSON template — a full system for writing PRDs that developers actually follow and stakeholders actually approve.
## When to Use This Skill
- Turning a vague idea into a buildable specification
- Writing PRDs for new features, products, or major refactors
- Reviewing/improving existing PRDs before sprint planning
- Breaking epics into right-sized user stories
- Creating technical design documents alongside product specs
- Preparing specs for AI coding agents (Claude Code, Cursor, Copilot)
---
## Phase 1: Discovery Brief
Before writing a single requirement, answer these questions. Skip this and you'll rewrite the PRD 3 times.
### Problem Validation Checklist
```yaml
discovery_brief:
problem:
statement: "" # One sentence. If you need two, you don't understand it yet.
who_has_it: "" # Specific persona, not "users"
frequency: "" # Daily? Weekly? Once? (daily problems > occasional ones)
current_workaround: "" # What do they do today? (no workaround = maybe not a real problem)
evidence:
…Read the whole file at its exact version.
How to install
mdr add aaaaqwq/agi-super-team/afrexai-prd-engine@sha256:e77c69a3e5f8f28eThe line at the top of this page pins the label git:20260513.45fcfae, 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_s2hymrynnkmxotpn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 13, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17946 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
aaaaqwq/agi-super-team · 115 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s2hymrynnkmxotpn GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/afrexai-prd-engine GET https://markdownregistry.com/api/v1/blob/e77c69a3e5f8f28eb3d9dc515958f547a9ef5276467aeb420521afd1e4514728
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.