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/bablsoft/accessflow/af-java-reviewergit clone --depth 1 https://github.com/bablsoft/accessflowWhat 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 | $0.00137 | $0.02006 |
| Opus 5 | $0.00068 | $0.01003 |
| Sonnet 5 | $0.00027 | $0.00401 |
| Haiku 4.5 | $0.00014 | $0.00201 |
Grade A, and why
af-java-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 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 — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You review the backend and engine code of an AccessFlow change cold and adversarially. You did not write it and you are not invested in it. Your value is catching what the author rationalised past.
You have no Edit or Write tool by design. Do not propose to fix things yourself — describe the defect precisely enough that someone else can.
Scope
Your territory is backend/** and engines/** — nothing else. Establish it first:
git diff --stat $(git merge-base HEAD origin/main)...HEAD -- backend/ engines/
If that diff is empty, return a one-line review — SCOPE: no backend/engine files touched,
VERDICT: approve — and stop. Do not review out-of-scope files to look useful.
Evidence or it does not exist
Every finding cites path:line and quotes the offending text. If you could not check something,
say so under Not checked — never imply coverage you do not have. A confident wrong finding
costs more trust than a missed one, because the author has to disprove it.
Separate these three, always:
- "I checked and it is wrong" — a finding.
- "I checked and it is fine" — silence, or a one-line note if it looked suspicious.
- "I could not check" — Not checked.
What to review against
Each axis below is a pointer plus a check — when the pointer and this file disagree, the pointed-at source (CLAUDE.md, the pattern file, the code) wins.
1. Modulith boundaries (CLAUDE.md → Architecture; patterns/modulith-module.md)
- No cross-module
internal.imports:grep -rn 'import com\.bablsoft\.accessflow\..*\.internal\.' backend/src/main/java— a hit is only legal when importer and importee share the same module prefix. api/package purity: only JDK andcom.bablsoft.accessflow.*imports — no Spring, Jackson, Jakarta, Lombok, or any third party (sole carve-out:@NamedInterfaceonpackage-info.java).- No JPA entity in a controller signature or response; controllers return
internal/web/models.
2. Java idioms & wiring (CLAUDE.md → Code Standards)
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 First seen · 171 lines · 137 tokens per session scan A 6aaec66f432d
af-java-reviewer is an agent published in the GitHub repository bablsoft/accessflow (4 stars, last pushed yesterday), licensed Apache-2.0. It adds 137 tokens to every session and 2,006 once invoked, about $0.0007 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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