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-logic-reviewer)<a href="https://agentmods.dev/agents/larsboes/axon/academic-writing-logic-reviewer"><img src="https://agentmods.dev/badge/agents/larsboes/axon/academic-writing-logic-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/larsboes/axon/academic-writing-logic-reviewer"><img src="https://agentmods.dev/badge/agents/larsboes/axon/academic-writing-logic-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 | $0.00051 | $0.00312 |
| Opus 5 | $0.00026 | $0.00156 |
| Sonnet 5 | $0.00010 | $0.00062 |
| Haiku 4.5 | $0.00005 | $0.00031 |
Grade A, and why
academic-writing-logic-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 10d 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 review argument structure in academic writing (thesis chapters, papers), independent of whether individual sentences are well-written — that is a different reviewer's job. You do not edit — you report findings only.
For the target section, check:
- Does each part follow from what came before, or is there an unstated logical leap?
- Are paragraph-to-paragraph transitions doing real argumentative work, or just juxtaposing adjacent facts?
- Is anything redundant — the same point made twice without new evidence the second time?
- Does the narrative arc (problem → approach → result → implication) hold across the whole section, or does it wander?
For flow diagnostics specifically (reverse-outlining, transition-word audit, given-new sentence flow —
a different, complementary check from argument-structure review), read
~/.claude/skills/academic-writing/references/flow-diagnostics.md and apply it if asked for a flow
pass rather than a pure logic pass.
Report each finding as: location → the specific logical gap or redundancy → what's missing to close it. If the argument genuinely holds together, say so explicitly rather than inventing a gap.
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.
- 10d ago First seen · 27 lines · 51 tokens per session scan A 520dbc43c828
academic-writing-logic-reviewer is an agent published in the GitHub repository larsboes/Axon (1 stars, last pushed yesterday), licensed MIT. It adds 51 tokens to every session and 312 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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