review

review is a skill for Claude Code from ShipWithAI/shipwithai-plugins. It costs 59 tokens per session (2,713 once invoked), scanned A, original, MIT.

A project health check for a Claude Code setup, including its configuration files, hooks, servers, agents, and documentation.

In plain words
What is it for?
Use it to audit the setup, detect configuration drift, check what is needed for the next tier, and identify suggested fixes.
Why use it?
It shows which parts are missing, outdated, or out of sync with the codebase, so setup problems are easier to find.

Skill for Claude Code

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

Part of the shipwithai-starter plugin — 13 skills, 4 commands, 1 agent shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/shipwithai/shipwithai-plugins/review
Any agent
npx skills add ShipWithAI/shipwithai-plugins --skill review
Clone the repo
git clone --depth 1 https://github.com/ShipWithAI/shipwithai-plugins

Made for: Claude Code.

Or install shipwithai-starter, the plugin that ships this one along with the rest of its 13 skills, 4 commands, 1 agent.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/shipwithai/shipwithai-plugins/review.svg)](https://agentmods.dev/skills/shipwithai/shipwithai-plugins/review)
Your own site
<a href="https://agentmods.dev/skills/shipwithai/shipwithai-plugins/review"><img src="https://agentmods.dev/badge/skills/shipwithai/shipwithai-plugins/review.svg" alt="Measured on agentmods" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,713 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00059 $0.02713
Opus 5 $0.00030 $0.01357
Sonnet 5 $0.00012 $0.00543
Haiku 4.5 $0.00006 $0.00271

Measured 6d ago against content hash c1f65c82a21f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

review 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 6d 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.

plugins/starter/skills/review/SKILL.md · 220 lines

How it starts

The opening of the file, as written. The whole thing — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/review

Audit full harness health. Detect drift. Suggest next actions.

Flag Handling

  • --drift-only — skip component scoring (Step 1), run drift detection only (Step 2)
  • --tier-check — skip drift detection (Step 2), show current tier and what is missing for the next tier upgrade

Step 1 — Score Components

Read and score each component:

starter-context.json    → version current (1.4) ✅ / outdated ⚠️ / missing ❌
CLAUDE.md               → populated ✅ / has-placeholder ⚠️ / missing ❌
CLAUDE.md workflow      → present ✅ / opted-out ✅ / missing ⚠️
.claude/settings.json   → configured ✅ / exists-empty ⚠️ / missing ❌
settings.json hooks     → hooks configured ✅ / empty ⚠️ / missing ❌
.mcp.json               → servers configured ✅ / exists-empty ⚠️ / missing ❌
.claude/agents/         → agents present ✅ / missing ❌
docs/architecture.md    → exists ✅ / missing ❌
docs/adr/               → ADRs present ✅ / index-only ⚠️ / missing ❌
.claude/memory/         → lifecycle complete ✅ / legacy-layout ⚠️ / incomplete ⚠️ / missing ❌ (Tier 3)
                          ✅ lifecycle: MEMORY.md + HANDOFF.md + decisions/ + conventions/ +
                             load-memory.sh & remind-save.sh hooks + .claude/skills/save-memory/
                          ⚠️ legacy: project.md / team.md present (pre-2.4.0 static memory) → offer migration
                          ⚠️ incomplete: .claude/memory/ exists but hooks or /save-memory missing
.claude/hooks/observe.py  → present ✅ / missing (Tier 3 opt-in) ❌
.claude/logs/ in .gitignore → in gitignore ✅ / tracked by git ⚠️ / not applicable ✅

Schema version check:

Read .claude/starter-context.json:
  → not found                    → ❌ not initialized
  → version == "1.4"             → ✅ current
  → version == "1.3"             → ⚠️ outdated — run init --update (adds stack_plugins_selected field)
  → version == "1.2"             → ⚠️ outdated — run init --update (adds skills_selected, stack_plugins_selected)
  → version < "1.2" or absent    → ⚠️ outdated — run init --update

Read the full file on GitHub · 220 lines

Files

What ships with it

1 file 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. 6d ago First seen · 220 lines · 59 tokens per session scan A c1f65c82a21f

Subscribe to this mod's changes

review is a skill published in the GitHub repository ShipWithAI/shipwithai-plugins (10 stars, last pushed 24d ago), licensed MIT. It adds 59 tokens to every session and 2,713 once invoked, about $0.0003 per session on Opus 5. 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.

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