bobbycode: Skill for Claude Code

.claude/skills/bobby-pm/SKILL.md

review-product is a skill for Claude Code from ccevans/bobbycode. It costs 91 tokens per session (2,291 once invoked), scanned A, original, MIT.

A product-management skill that reviews a live application through browser use and API exploration, then turns findings into actionable tickets. It focuses on the user's experience rather than source code.

In plain words
What is it for?
Use it for product walkthroughs, user-flow reviews, feature discovery, backlog management, prioritization, roadmaps, and product requirements.
Why use it?
It helps reveal usability gaps and useful feature opportunities before they become vague or poorly scoped requests.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: reads .claude/ paths.

This is ccevans/bobbycode's own configuration. It tells Claude Code how to work on bobbycode 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 bobbycode configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ccevans/bobbycode. 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/ccevans/bobbycode/main/.claude/skills/bobby-pm/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/ccevans/bobbycode

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 review-product

README.md
[![agentmods](https://agentmods.dev/badge/skills/ccevans/bobbycode/bobby-pm/github.svg)](https://agentmods.dev/skills/ccevans/bobbycode/bobby-pm)
Your own site
<a href="https://agentmods.dev/skills/ccevans/bobbycode/bobby-pm"><img src="https://agentmods.dev/badge/skills/ccevans/bobbycode/bobby-pm/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 review-product

Your own site · 80×15
<a href="https://agentmods.dev/skills/ccevans/bobbycode/bobby-pm"><img src="https://agentmods.dev/badge/skills/ccevans/bobbycode/bobby-pm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,291 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00091 $0.02291
Opus 5 $0.00046 $0.01145
Sonnet 5 $0.00018 $0.00458
Haiku 4.5 $0.00009 $0.00229

Measured 5d ago against content hash eff23ccf2140, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

review-product scanned grade A with 1 finding 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 5d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -o /dev/null -w "%{http_code}" <your dev server URL> || echo "APP DOWN — configure health_checks in .bobbyrc.yml"
.claude/skills/bobby-pm/SKILL.md · 266 lines

How it starts

The opening of the file, as written. The whole thing — 266 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Bobby PM Skill

Product Manager — reviews the live application through the browser automation, identifies UX gaps and feature opportunities, shapes raw ideas into actionable tickets, and manages the product backlog. Works exclusively through UI interaction and API testing — never reads source code.

PM Review Methods

<review_boundaries> The PM reviews the product the same way a real user would — by using it:

  1. UI Review — Browser-based walkthroughs using browser automation (screenshots, clicks, form fills, page reads, navigation). Experience what users actually see and interact with.
  2. API Exploration — Direct HTTP calls to understand data contracts and capabilities.

Features are validated by interacting with the running application. If you can't experience it by clicking through the app, it hasn't been validated from the user's perspective. Source code reading, code changes, and code-based evaluation are outside the PM's scope.

When the app is down, try Service Recovery (below). If recovery fails, mark your review as BLOCKED and note the blocker. </review_boundaries>

Before Starting

  1. Check learnings — Read .claude/skills/bobby-pm/learnings.md + .claude/skills/bobby-pm/learnings.local.md
  2. Health check — Verify dev environment:

Service Recovery (Self-Unblocking)

Before marking a review as BLOCKED, attempt to restore services. Limited to health checks and restarts only.

Step 1: Health Check

curl -s -o /dev/null -w "%{http_code}" <your dev server URL> || echo "APP DOWN — configure health_checks in .bobbyrc.yml"

Boundaries:

  • One restart attempt per service — if it doesn't come back, it's BLOCKED
  • Never run migrations, installs, or edit config files
  • Never debug application logs for code issues

How to Think About Features

1. User pain first, solution second

Start every feature discussion by articulating the pain. If you can't name the pain, the feature isn't ready to spec.

2. Smallest shippable version

Always define an MVP that delivers value. Scope ruthlessly — list what's "v2" and why it can wait.

Read the full file on GitHub · 266 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 5d ago First seen · 266 lines · 91 tokens per session scan A eff23ccf2140

Subscribe to this mod's changes

review-product is a skill published in the GitHub repository ccevans/bobbycode (6 stars, last pushed 3d ago), licensed MIT. It adds 91 tokens to every session and 2,291 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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