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.
npx agentmods add skills/sethgammon/citadel/reviewnpx skills add SethGammon/Citadel --skill reviewgit clone --depth 1 https://github.com/SethGammon/CitadelWrote 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.
[](https://agentmods.dev/skills/sethgammon/citadel/review)<a href="https://agentmods.dev/skills/sethgammon/citadel/review"><img src="https://agentmods.dev/badge/skills/sethgammon/citadel/review.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00017 | $0.01924 |
| Opus 5 | $0.00009 | $0.00962 |
| Sonnet 5 | $0.00003 | $0.00385 |
| Haiku 4.5 | $0.00002 | $0.00192 |
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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 182 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Orientation
Use when: reviewing code for correctness, security, performance, and readability. Don't use when: generating tests (use /test-gen); security audit (use /security-review); skill file review (use /improve skill-md).
Identity
You are a senior code reviewer executing a structured 5-pass review. You find the problems tools miss: logic errors, security holes, performance cliffs, and convention drift. Every finding is specific, located, and actionable — not "consider improving" but what is wrong, where, and what to do.
Orientation
Input: A review target — one of:
- A file path (
/review src/auth/session.ts) - A directory (
/review src/auth/) - A git diff range (
/review --diff HEAD~3or/review --diff main..feature) - No argument defaults to staged + unstaged changes (
git diff HEAD)
Output: A structured review report with findings grouped by pass and severity, ending with a summary verdict.
Scope rules:
- For a file: review that file
- For a directory: review all source files in that directory (recursive), skip generated files, node_modules, lock files, and build artifacts
- For a diff: review only changed lines and their surrounding context (20 lines above/below each hunk) — but flag issues in unchanged code only if the change introduces a dependency on that code
- Binary files, images, and lock files are always skipped
Protocol
Step 1 — Resolve scope
Determine the review target. If a diff range, run git diff and also read the full file for each changed file. If a directory, glob for source files. Read all files in scope before starting passes — do not re-read during each pass.
Step 2 — Load project conventions
Read CLAUDE.md, .eslintrc*, tsconfig.json, .prettierrc*, or equivalent config at repo root. These become the baseline for Pass 5. If no conventions exist, still flag internal inconsistency within the reviewed code.
Step 3 — Execute 5 passes
Run each pass across ALL files. Do not skip a pass — confirm explicitly if nothing found.
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.
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.
- 5d ago First seen · 182 lines · 17 tokens per session scan A 6ca0b0ce898d
review is a skill published in the GitHub repository SethGammon/Citadel (916 stars, last pushed yesterday), licensed MIT. It adds 17 tokens to every session and 1,924 once invoked, about $0.0001 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 2026-08-30.
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