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 anton-abyzov/specweave --skill reviewgit clone --depth 1 https://github.com/anton-abyzov/specweaveWrote 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/anton-abyzov/specweave/review)<a href="https://agentmods.dev/skills/anton-abyzov/specweave/review"><img src="https://agentmods.dev/badge/skills/anton-abyzov/specweave/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/anton-abyzov/specweave/review"><img src="https://agentmods.dev/badge/skills/anton-abyzov/specweave/review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00043 | $0.01089 |
| Opus 5 | $0.00022 | $0.00544 |
| Sonnet 5 | $0.00009 | $0.00218 |
| Haiku 4.5 | $0.00004 | $0.00109 |
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 — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Review Increment
One review surface (it replaces the old grill / code-reviewer / judge-llm passes).
Reads the increment's spec, its diff and the code around it, then reports what is
actually wrong — with path:line for every claim. Writes
reports/review.md + reports/review.json under the increment.
specweave complete prints a notice when review.md is absent but never blocks.
Usage
sw:review <increment-id> # single adversarial pass
sw:review <increment-id> --full # 3 parallel lenses: correctness, security, spec-compliance
Rules
- Fresh context. The session that wrote the code never approves it. Run the pass
through a subagent (Claude Code:
Task({ subagent_type: "general-purpose", … })) or a new session in any other tool. If you wrote this code in this context and cannot spawn one, say so in the report instead of claiming an independent review. - Every finding cites
path:lineand states a concrete failure: inputs or state → wrong output, crash, data loss, or leak. No "consider refactoring", no style opinions. - Re-verify before reporting. Re-open the cited lines — and run the test that would
fail — and drop anything that does not survive. A wrong finding costs more than a
missed one. Unverifiable but plausible findings are reported as
plausible, not as fact. - Severity: critical / high / medium / low. Only critical and high are blocking.
- Nit cap 5. At most five low findings; if there are more, report the five worst and one line saying how many were dropped.
- Scope is the increment's diff, not the repository:
git diff $(git merge-base HEAD <base>)...HEAD -- <the tasks' Files>.
Steps
- Scope: read
spec.md(ACs + Approach) and theFiles:fields intasks.md. Collect the diff for those files plus the code they call. - Pass — in this order:
- correctness: wrong logic, unhandled error paths, races, off-by-one, resource leaks;
- security: injection, path traversal, secret leakage, missing authz, unsafe spawn/exec;
- spec-compliance: ACs marked done but not implemented, tests that assert nothing,
behaviour that contradicts spec.md.
With
--full, run those three as parallel subagents and merge their findings (dedupe byfile:line + summary).
- Verify each candidate finding as per rule 3.
- Report: write both files (shapes below).
- Hand back: fix critical/high findings yourself or hand them to
sw:do, then re-runspecweave verify <id>and close withsw:done.
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 · 103 lines · 43 tokens per session scan A 1ac414215b46
review is a skill published in the GitHub repository anton-abyzov/specweave (160 stars, last pushed today), licensed MIT. It adds 43 tokens to every session and 1,089 once invoked, about $0.0002 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 2026-09-03.
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