ai-ready-product-workflow-v2: Command for Claude Code

.claude/commands/po-pipeline.md

po-pipeline is a command for Claude Code from karlng279/ai-ready-product-workflow-v2. It costs 0 tokens per session (1,151 once invoked), scanned A, original, MIT.

A command that runs a full product-owner documentation pipeline for one feature: brief, PRD, User Story Map, User Story List, User Story Details, and User Acceptance Tests. These are progressively more detailed planning and testing documents.

In plain words
What is it for?
Use it to create the complete set of product documents and acceptance tests from a feature brief, with separate detail and test files for each story.
Why use it?
It connects the planning stages and keeps the resulting documents grouped and traceable for the same feature.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

This is karlng279/ai-ready-product-workflow-v2's own configuration. It tells Claude Code how to work on ai-ready-product-workflow-v2 itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-ready-product-workflow-v2 configures →

Reuse

Borrowing it

Nothing to install: this file belongs to karlng279/ai-ready-product-workflow-v2. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/karlng279/ai-ready-product-workflow-v2/main/.claude/commands/po-pipeline.md
Clone the repo
git clone --depth 1 https://github.com/karlng279/ai-ready-product-workflow-v2

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for po-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline/github.svg)](https://agentmods.dev/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline)
Your own site
<a href="https://agentmods.dev/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline"><img src="https://agentmods.dev/badge/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for po-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline"><img src="https://agentmods.dev/badge/commands/karlng279/ai-ready-product-workflow-v2/po-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,151 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01151
Opus 5 $0.00000 $0.00575
Sonnet 5 $0.00000 $0.00230
Haiku 4.5 $0.00000 $0.00115

Measured 12d ago against content hash 262019d43c50, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

po-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/commands/po-pipeline.md · 126 lines

How it starts

The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/po-pipeline

Run the full PO pipeline for a feature: Brief → PRD → USM → USL → USD → UAT.

Usage

/po-pipeline [feature-name] [brief or description]

If feature-name is omitted, ask for it before starting. If a brief is provided inline, use it directly. If not, ask the user to paste or describe the feature.


What This Command Does

Executes the 5-stage PO artifact pipeline in sequence for a single feature. Each stage produces a traceable artifact stored in features/{feature-name}/po/.

Stage Skill Input Output
1 po-brief-to-prd Feature brief prd.md
2 po-prd-to-usm prd.md usm.md
3 po-usm-to-usl usm.md usl.md
4 po-usl-to-usd usl.md usd/ST-XXX.md per story
5 po-usd-to-uat usd/ST-XXX.md uat/ST-XXX.md per story

Execution Steps

Step 0 — Setup

  1. Confirm the feature name (use $ARGUMENTS if provided, otherwise ask)
  2. Create the feature folder structure:
    features/{feature-name}/
    ├── po/
    │   ├── usd/
    │   └── uat/
    ├── design/
    ├── pm/
    └── code/
    
  3. If a brief already exists at features/{feature-name}/brief.md, read it. Otherwise use the brief from $ARGUMENTS or ask the user.

Step 1 — PRD (po-brief-to-prd)

  • Read the brief
  • Activate po-brief-to-prd skill
  • Generate features/{feature-name}/po/prd.md
  • Pause and show the PRD to the user
  • Ask: "PRD looks good? Proceed to User Story Map, or revise first?"

Step 2 — USM (po-prd-to-usm)

  • Read prd.md
  • Activate po-prd-to-usm skill
  • Generate features/{feature-name}/po/usm.md
  • Show the user story map to the user
  • Proceed automatically to Step 3 (unless user says stop)

Step 3 — USL (po-usm-to-usl)

  • Read usm.md
  • Activate po-usm-to-usl skill
  • Generate features/{feature-name}/po/usl.md with MoSCoW prioritization
  • Show the story list (count of Must/Should/Could/Won't)
  • Ask: "Proceed to write acceptance criteria for all Must-Have stories?"

Read the full file on GitHub · 126 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 126 lines · 0 tokens per session scan A 262019d43c50

Subscribe to this mod's changes

po-pipeline is a command published in the GitHub repository karlng279/ai-ready-product-workflow-v2 (6 stars, last pushed 7d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,151 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.