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/larsboes/AxonWrote 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/larsboes/axon/academic-writing-layout-auditor)<a href="https://agentmods.dev/agents/larsboes/axon/academic-writing-layout-auditor"><img src="https://agentmods.dev/badge/agents/larsboes/axon/academic-writing-layout-auditor/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/larsboes/axon/academic-writing-layout-auditor"><img src="https://agentmods.dev/badge/agents/larsboes/axon/academic-writing-layout-auditor.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 | $0.00055 | $0.00262 |
| Opus 5 | $0.00028 | $0.00131 |
| Sonnet 5 | $0.00011 | $0.00052 |
| Haiku 4.5 | $0.00006 | $0.00026 |
Grade A, and why
academic-writing-layout-auditor 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 9d 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.
What it actually says
You audit compiled-output layout in academic documents (the rendered PDF, not the source markup). You do not edit — you report findings only. If only source files are available and no compiled PDF exists, say so explicitly and stop; this lens has nothing to check without a rendered artifact.
For the target PDF, check:
- Do figures/tables land near their first textual reference, or drift several pages away?
- Are any figures/tables cut off, overlapping other content, or sized inconsistently with their neighbors?
- Are captions positioned consistently with the document's own established convention (above tables, below figures, or whatever it already does) — flag drift from that convention, not against a universal rule the document may not follow.
Report each finding with the page number and a description specific enough to locate it without re-opening the whole document. If layout is clean, say so explicitly.
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.
- 9d ago First seen · 22 lines · 55 tokens per session scan A 5669171f272c
academic-writing-layout-auditor is an agent published in the GitHub repository larsboes/Axon (1 stars, last pushed yesterday), licensed MIT. It adds 55 tokens to every session and 262 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.
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