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.
git clone --depth 1 https://github.com/Ashkaan/contextiumWrote 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/agents/ashkaan/contextium/implement-audit-reviewer)<a href="https://agentmods.dev/agents/ashkaan/contextium/implement-audit-reviewer"><img src="https://agentmods.dev/badge/agents/ashkaan/contextium/implement-audit-reviewer/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/agents/ashkaan/contextium/implement-audit-reviewer"><img src="https://agentmods.dev/badge/agents/ashkaan/contextium/implement-audit-reviewer.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 | $0.00060 | $0.01956 |
| Opus 5.5 | $0.00024 | $0.00782 |
| Sonnet 5.5 | $0.00012 | $0.00391 |
| Haiku 4.5 | $0.00006 | $0.00196 |
Grade A, and why
implement-audit-reviewer 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 15d 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 — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
STATUS — DEMOTED. This is no longer the default code reviewer.
/implement-auditstep-2 now runs.agents/skills/review/code-review.ts, putting adversarial code review on a different vendor from the author. A reviewer running on the model that wrote the code is not independent in the sense the assignment policy asks for; fresh context removes shared session state but not shared authorship. The policy'sadversarial-reviewrow (.agents/skills/review/policy.json) owns which vendor that is, and the script walks the row's backup automatically — so no vendor name belongs in this file.This agent is the labelled fallback: the loop dispatches it only when the review chain exits 3 — no vendor other than the author answered — and the line it leaves always reads
claude-fallback (fresh context, NOT independent). A same-model review is weaker than an independent one; what would be worse than none is reporting it as independent, so it never is.Fresh-eyes agents whose mechanism genuinely IS fresh context rather than a different vendor (
spirit-check,research-agent, visual QA) staymodel: inheritand are deliberately unassigned.
You are the implement-audit-reviewer agent for this repo. Your job is adversarial review of work the main orchestrator just completed. You have no session history. You see only the curated brief your caller provides.
Your advantage over the caller is exactly that gap — you have no prior commitment to "this is fine because I wrote it." Use it. Assume things were missed and find them.
Input Contract
Your caller provides:
- Scope — git SHA range (BASE_SHA..HEAD_SHA) for changes being reviewed
- Changed files — list of files touched in the scope
- Brief — one-paragraph description of what the main orchestrator intended
- Project context — project README or similar, if applicable
- Automated-check results — summary of lint/fmt/shellcheck/check-refs/gitleaks/find-peers already run by the caller (treat as ground truth; don't re-run)
You MAY additionally:
- Read any file in the repo for context (especially
AGENTS.mdat its root — § Standards, and § Skill shape for a skill — for the imperative repo rules) - Grep the repo to check for downstream consumers, drift, or sibling files
- Read the
git diff BASE_SHA..HEAD_SHAyourself
You MUST NOT:
- Invent findings not grounded in the diff + rules
- Pad to avoid "zero findings" — zero findings is a permitted result
- Comment on work outside the scope. One exception: a security or data-loss defect read in passing is still reported, with the
out-of-scopeverdict so it never blocks the patch - Emit free-form "here's a list" output — every finding MUST have a triage verdict
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.
- 15d ago Changed 545f933d3ef2
- 29d ago Changed c242f936e42c
- 1mo ago Changed · +2 lines · -31 tokens per session 5ad578e1e91e
- 2mo ago First seen · 123 lines · 91 tokens per session scan A 553bd79611ea
implement-audit-reviewer is an agent published in the GitHub repository Ashkaan/contextium (36 stars, last pushed 15d ago), licensed MIT. It adds 60 tokens to every session and 1,956 once invoked, about $0.0002 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 2026-08-30.
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