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 skills add wsauret/flywheel --skill code-reviewgit clone --depth 1 https://github.com/wsauret/flywheelWrote 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/wsauret/flywheel/code-review)<a href="https://agentmods.dev/skills/wsauret/flywheel/code-review"><img src="https://agentmods.dev/badge/skills/wsauret/flywheel/code-review/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.
<a href="https://agentmods.dev/skills/wsauret/flywheel/code-review"><img src="https://agentmods.dev/badge/skills/wsauret/flywheel/code-review.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00015 | $0.02467 |
| Opus 5.5 | $0.00006 | $0.00987 |
| Sonnet 5.5 | $0.00003 | $0.00493 |
| Haiku 4.5 | $0.00002 | $0.00247 |
Grade A, and why
Code 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 yesterday.
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 — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Code Review
Review a completed code change, or an implementation plan before code exists, against the request or settled design with a reviewer set sized to the actual target. This is the canonical review method after every implementation route, and for a plan that descends from a settled design.
Each reviewer's read-only evidence and findings contract comes from the individual method it composes: code-review-method for reviewer-code-*, plan-review for reviewer-plan-*. This parent skill owns dispatch and synthesis. During review, do not edit target implementation files or dispatch implementers. Complete and synthesize the review first. A review-only request ends with the report. Only when review is part of an already-authorized implementation task, leave review mode afterward, fix valid findings, and run the narrowest verification that proves each correction.
Reviewer dispatch is mandatory for every nontrivial target. A trivial target shrinks the set to one reviewer, never to zero.
Determine the review target
- Read the request or settled design. Record required behavior, non-goals, constraints, acceptance criteria, and applicable project context paths. Find the authorities that bind the change: read the root instructions file and the instructions file or README nearest to each changed path, and follow each authority they name for the changed area. Skip a document marked superseded or draft. Record the binding authorities as project context paths. When the repository names none, the request or settled design is the only intent source; search no further. If no intent source exists, report that blocker instead of inventing intent. The target is a first draft: the implementation recorded where it deviated from the plan or assignment, and the dispatching agent revises it into the design after this review. Reviewers therefore check the draft against the design as well as for defects and classify each recorded deviation and each discrepancy as consistent with the design or as drift, with evidence. Reviewers report; the dispatching agent decides acceptance.
- Get the actual diff. A directory listing, file list, or implementation report is not a diff. When branch diff data is unavailable or includes unrelated concurrent work, use the current task's tracked changed files and tool write evidence, and state that limitation. For a plan target, read the complete plan instead.
- Read changed files where hunks hide context. Trace changed public surfaces through callers, imports, registrations, and tests. Inspect deletions for live paths whose logic disappeared rather than moved.
- Apply
elegance-review-principlesfirst and throughout. Additional specialist reviewers add constraints; they do not replace this method, severity model, or result contract. - List the target's material factual claims verbatim with their locations: version pins, artifact-content assertions, registry or feed availability, live-route statements, tool and file existence, and runtime-behavior premises the target depends on. Assign each claim to at least one reviewer. Every claim ends with one verdict from the reviewer protocol's vocabulary, and the result states exactly what the evidence supports.
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.
- yesterday Changed a698c5160592
- 3d ago First seen · 132 lines · 15 tokens per session scan A 79e610b15775
Code Review is a skill published in the GitHub repository wsauret/flywheel (19 stars, last pushed yesterday), licensed Apache-2.0. It adds 15 tokens to every session and 2,467 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-11-03.
Code Review compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Code Reviewwsauret/flywheel | Skill | 19 | yesterday | Apache-2.0 | A | 15 | Claude Code, Codex |
| gh-find-prsHmbown/CodeWhale | Skill | 41k | 5d ago | MIT | A | 27 | Claude Code, Codex |
| gh-compile-issuesHmbown/CodeWhale | Skill | 41k | 5d ago | MIT | A | 39 | Claude Code, Codex |
| reviewHmbown/CodeWhale | Skill | 41k | 5d ago | MIT | A | 73 | Claude Code, Codex |
| cw-sliceHmbown/Codewhale | Skill | 41k | 1mo ago | MIT | A | 47 | Claude Code, Codex |
| simplifyHmbown/CodeWhale | Skill | 41k | 5d ago | MIT | A | 24 | Claude Code, Codex |
| githubHmbown/Codewhale | Skill | 41k | 1mo ago | MIT | A | 0 | Claude Code, Codex |