afrexai-prd-engine skillC
afrexai-prd-engine is agent-read markdown (skill) from aaaaqwq/agi-super-team.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260513.45fcfaemdr add aaaaqwq/agi-super-team/afrexai-prd-engine@sha256:e77c69a3e5f8f28ePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_s2hymrynnkmxotpn)
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Versions
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
Source
aaaaqwq/agi-super-team · 98 stars · license MIT · pushed 2026-09-23 · 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 agent 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.