Agent skill

Product Acceptance Review

by pony-maggie in pony-maggie/code_minions

Deterministic product acceptance review against parsed PRD constraints.

No licenceAuto-check passedProduct & Project Management

Install Product Acceptance Review

skills CLI
$ npx skills add pony-maggie/code_minions --skill product-acceptance-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install pony-maggie/code_minions product-acceptance-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/pony-maggie/code_minions.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/code_minions/builtin/skills/product-acceptance-review .claude/skills/product-acceptance-review && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
product-acceptance-review
GitHub stars
154
Token cost
~422 tokens
SKILL.md length
116 words
Files
2 (incl. scripts)
Skills in repo
11
Repo updated
First seen
Licence
None found

At a glance

Deterministic product acceptance review against parsed PRD constraints.

  • Tasks that involve PRD writing
  • Runs Python scripts from its folder

What it does

Product Acceptance Review is an agent skill from pony-maggie/code_minions. Deterministic product acceptance review against parsed PRD constraints.

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/run.py`).

It sits in Product & Project Management, covering PRD writing.

When your agent uses it

  • Tasks that involve PRD writing

Example prompts

  • “/product-acceptance-review”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ac75593. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Product Acceptance Review loads about 422 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 116 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~422

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 116 words (~422 tokens).

“Review the completed worktree against the parsed PRD product contract.”

— opening of SKILL.md by pony-maggie
name
product-acceptance-review
entrypoint-script
scripts/run.py

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in src/code_minions/builtin/skills/product-acceptance-review of pony-maggie/code_minions.

  • SKILL.md
  • scripts/run.py

Open the folder on GitHubat commit ac75593

Compare with similar skills

Product Acceptance Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Product Acceptance Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Product Acceptance Review this skillpony-maggie/code_minions154—~422Automated safety check: PassNone
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
Ralph Tui Create Beadssubsy/ralph-tui2.5k1 repos~2.6kAutomated safety check: PassMIT
Trellis Brainstormanjiemo/SunnyBeach1787 repos~4kAutomated safety check: PassApache-2.0
Ralph Tui Create Beads Rustsubsy/ralph-tui2.5k1 repos~2.8kAutomated safety check: PassMIT
Ralph Tui Create JSONsubsy/ralph-tui2.5k1 repos~2.6kAutomated safety check: PassMIT

Similar skills

  • Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.

    8.4k GitHub stars~1.1k tokensUpdated 6 mo ago
    Product & Project ManagementAuto-check passed
  • Ralph Tui Create Beads

    subsy/ralph-tui

    Convert PRDs to beads for ralph-tui execution. An agent skill from subsy/ralph-tui.

    2.5k GitHub starsUsed in 1 repo~2.6k tokens
    Product & Project ManagementAuto-check passed
  • Trellis Brainstorm

    anjiemo/SunnyBeach

    Guides collaborative requirements discovery before implementation.

    178 GitHub starsUsed in 7 repos~4k tokens
    Product & Project ManagementAuto-check passed
  • Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI).

    2.5k GitHub starsUsed in 1 repo~2.8k tokens
    Product & Project ManagementAuto-check passed
  • Ralph Tui Create JSON

    subsy/ralph-tui

    Convert PRDs to prd.json format for ralph-tui execution. An agent skill from subsy/ralph-tui.

    2.5k GitHub starsUsed in 1 repo~2.6k tokens
    Product & Project ManagementAuto-check passed
  • Prd Generator

    jamesrochabrun/skills

    Generate comprehensive Product Requirements Documents (PRDs) for product managers.

    216 GitHub starsUsed in 2 repos~3.8k tokens
    Product & Project ManagementAuto-check passed

More from pony-maggie/code_minions

All 11 skills in this repo
  • Compile Report

    pony-maggie/code_minions

    Write a final report.md summarizing run results. An agent skill from pony-maggie/code_minions.

    154 GitHub stars~306 tokensUpdated 4 mo ago
    Auto-check passed
  • Implement With TDD

    pony-maggie/code_minions

    TDD implementation with AI code-review loop for a single ticket.

    154 GitHub stars~362 tokensUpdated 4 mo ago
    Auto-check passed
  • Open GitHub PR

    pony-maggie/code_minions

    Push the current worktree branch and create a GitHub pull request.

    154 GitHub stars~446 tokensUpdated 4 mo ago
    Auto-check passed
  • Parse Prd

    pony-maggie/code_minions

    Parse a PRD file into a structured representation. An agent skill from pony-maggie/code_minions.

    154 GitHub stars~669 tokensUpdated 4 mo ago
    Auto-check passed
  • Plan Tasks

    pony-maggie/code_minions

    Decompose structured PRD into atomic implementation tickets.

    154 GitHub stars~593 tokensUpdated 4 mo ago
    Auto-check passed
  • Python Web Plan Tasks

    pony-maggie/code_minions

    Decompose a Python web PRD into implementation tickets that preserve one FastAPI app.

    154 GitHub stars~501 tokensUpdated 4 mo ago
    Auto-check passed

Questions about Product Acceptance Review

What does Product Acceptance Review do?

Deterministic product acceptance review against parsed PRD constraints. Product Acceptance Review is an agent skill from pony-maggie/code_minions. Deterministic product acceptance review against parsed PRD constraints.

When should I use Product Acceptance Review?

Product Acceptance Review fits situations like: tasks that involve PRD writing.

How do I install Product Acceptance Review in Claude Code?

Run `npx skills add pony-maggie/code_minions --skill product-acceptance-review -a claude-code`. Or copy the skill folder (src/code_minions/builtin/skills/product-acceptance-review in pony-maggie/code_minions) into .claude/skills/product-acceptance-review in your project. Claude Code loads it when a task matches its description.

How do I install Product Acceptance Review in Codex?

Run `npx skills add pony-maggie/code_minions --skill product-acceptance-review -a codex`. Or copy the skill folder (src/code_minions/builtin/skills/product-acceptance-review in pony-maggie/code_minions) into .agents/skills/product-acceptance-review in your project. Codex loads it when a task matches its description.

Can I use Product Acceptance Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add pony-maggie/code_minions --skill product-acceptance-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-acceptance-review, .gemini/skills/product-acceptance-review, .github/skills/product-acceptance-review and .opencode/skills/product-acceptance-review in your project.

What does Product Acceptance Review need to run?

Going by SKILL.md and its folder, Product Acceptance Review needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Product Acceptance Review access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Product Acceptance Review safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Product Acceptance Review use?

No licence was found for Product Acceptance Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Product Acceptance Review use?

About 422 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Product Acceptance Review?

Skills that share tags, products or a category with Product Acceptance Review: CCPM Project Management (automazeio/ccpm, 8.4k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Trellis Brainstorm (anjiemo/SunnyBeach, 178 stars) and Ralph Tui Create Beads Rust (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Product Acceptance Review?

pony-maggie (a GitHub user) maintains it in pony-maggie/code_minions, which has 154 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on June 1, 2026.

Source: pony-maggie/code_minions on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.