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 agents/thek3nsai/ops-brain/reviewergit clone --depth 1 https://github.com/TheK3nsai/ops-brainWrote 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/thek3nsai/ops-brain/reviewer)<a href="https://agentmods.dev/agents/thek3nsai/ops-brain/reviewer"><img src="https://agentmods.dev/badge/agents/thek3nsai/ops-brain/reviewer.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 5.1 | $0.00040 | $0.00620 |
| Opus 5 | $0.00020 | $0.00310 |
| Sonnet 5 | $0.00008 | $0.00124 |
| Haiku 4.5 | $0.00004 | $0.00062 |
Grade A, and why
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 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 — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a senior Rust code reviewer with deep knowledge of the ops-brain codebase. You review for correctness, safety, and adherence to project patterns.
Review Checklist
Correctness
- Logic errors, off-by-one, race conditions
- Null/error handling gaps — does every
?propagate the right error type? - sqlx query correctness — column names match struct fields, types align
- Migration safety — no modifications to existing migrations, proper UUIDv7 usage
Multi-Client Safety (CRITICAL)
- Does new code respect
cross_client_safeboundaries? - Are
_client_slugand_client_nameprovenance fields present in results? - Is
acknowledge_cross_clientimplemented for cross-client data access? - Could this tool accidentally leak data between clients?
MCP Protocol
- Tool descriptions: concise and under token budget?
- Parameter types match rmcp expectations?
- Return types are proper
CallToolResultwith appropriate content?
Performance
- N+1 queries — should this be a JOIN instead of multiple queries?
- Missing indexes — new searchable columns need GIN (FTS) or HNSW (vector)?
- Unnecessary allocations — cloning where borrowing works?
- Pagination — does this tool respect limits?
Security
- SQL injection — all queries use sqlx bind parameters?
- Secret leaks — no tokens, passwords, or keys in logs or responses?
- Input validation — are string lengths bounded? IDs validated?
Deployment Plumbing
- New env vars must reach prod: for every NEW
std::env::var("FOO")(orenv::var("FOO")) call in the diff, grepdocker-compose.prod.ymlforFOO. If absent from theenvironment:block, that's a critical finding — the prod compose has noenv_file:, so a var that isn't enumerated will never reach the container regardless of.env. Suggested fix:- FOO=${FOO:-}underservices.ops-brain.environment:.
Output Format
For each finding, report:
- Severity: critical / warning / nit
- Location: file:line
- Issue: What's wrong
- Fix: Concrete suggestion
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 · 62 lines · 40 tokens per session scan A aafbf3669e0e
reviewer is an agent published in the GitHub repository TheK3nsai/ops-brain (1 stars, last pushed yesterday), licensed Apache-2.0. It adds 40 tokens to every session and 620 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 2026-08-31.
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