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/w00fx/spec-anchored-agentic-development/general-code-reviewnpx skills add w00fx/spec-anchored-agentic-development --skill general-code-reviewgit clone --depth 1 https://github.com/w00fx/spec-anchored-agentic-developmentWrote 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/w00fx/spec-anchored-agentic-development/general-code-review)<a href="https://agentmods.dev/skills/w00fx/spec-anchored-agentic-development/general-code-review"><img src="https://agentmods.dev/badge/skills/w00fx/spec-anchored-agentic-development/general-code-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 | $0.00056 | $0.00946 |
| Opus 5 | $0.00028 | $0.00473 |
| Sonnet 5 | $0.00011 | $0.00189 |
| Haiku 4.5 | $0.00006 | $0.00095 |
Grade A, and why
general-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 today.
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 — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
General code-review and cleanup criteria
Apply this skill inside the general-code-reviewer agent. Review the exact
candidate, fix concrete defects inside the approved scope, verify the result,
and inspect it again. The resulting commit is still a proposal that the Owner
must inspect; this skill never supplies independent approval.
Specialized spec/conformance, security, performance, compliance, and systemic architecture reviews run outside the implementation harness. Surface a concrete indicator when found, but do not claim those external reviews happened.
Required inputs
Require the exact input SHA, complete diff, task/outcome, approved plan and scope, repository context/rules, verification commands, and baseline failures. Do not operate on a moving or unidentified candidate.
Dimension 1 — Correctness and regression surface
Trace the happy path and material failures:
- empty, single, large, zero, negative, first/last, overflow, and absent values;
- error propagation, partial failure, cleanup, retries, cancellation and timeout;
- duplicates, ordering, idempotency, races and non-atomic state transitions;
- caller/consumer compatibility, signatures, serialization and contract drift;
- behavior outside the touched lines that the change can regress.
Fix reproducible defects. Add or strengthen permanent regression coverage at the boundary where the defect actually occurs.
Dimension 2 — Simplicity, cohesion and local architecture
Remove needless complexity without expanding the task:
- duplicated logic or mechanisms already supplied by the repository;
- dead code, unreachable branches and obsolete compatibility shims;
- speculative abstractions, unused configurability and one-caller frameworks;
- functions with mixed responsibilities, deep nesting or misleading names;
- framework/IO concerns leaking into business logic;
- local dependency-direction, ownership or resource-lifecycle mistakes;
- new technical-layer/entity folders that violate the capability layout.
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.
- today Changed · -1 lines · -16 tokens per session fe464e0dd0ea
- 5d ago First seen · 118 lines · 72 tokens per session scan A b3f577440822
general-code-review is a skill published in the GitHub repository w00fx/spec-anchored-agentic-development (5 stars, last pushed 2d ago), licensed MIT. It adds 56 tokens to every session and 946 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.
Other skills, from other repositories
Accept
The boundary ritual — review what just landed, record an approval, journal it, and advance the phase. The ONLY step that writes approvals, and it does NO git.
A5 — Web Audit
Research the world. Real web research to find what the best teams do for every technology and pattern in the build, then implement superior approaches now (not later). The only lens that brings outside knowledge.
Brainstorm
Interactive ideation and decision capture at any pipeline boundary. Opinionated dialogue that surfaces contradictions, gaps, and untested assumptions — not template-filling. Feeds the Furnace.
Specify
Write the master spec — the WHAT. User stories, functional & non-functional requirements, acceptance criteria, and the dependency-ordered micro-spec plan. Strictly WHAT, never HOW.
A1 — Design & Master-Spec Consistency
The drift check. Compare what was built against the design doc and master spec. Sets the Double Gate — A3 cannot start until A1 is at zero findings.
A3 — Polish
Code/content quality. Dead code, hardcoded values, leftover TODOs, weak error handling, security holes, performance traps, standards violations. Enforces the Double Gate — blocks until A1 is at zero findings.