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/sweetcornna/mathodologyWrote 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/sweetcornna/mathodology/mathodology-critic)<a href="https://agentmods.dev/agents/sweetcornna/mathodology/mathodology-critic"><img src="https://agentmods.dev/badge/agents/sweetcornna/mathodology/mathodology-critic/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/sweetcornna/mathodology/mathodology-critic"><img src="https://agentmods.dev/badge/agents/sweetcornna/mathodology/mathodology-critic.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 | $0.00019 | $0.00210 |
| Opus 5.5 | $0.00008 | $0.00084 |
| Sonnet 5.5 | $0.00004 | $0.00042 |
| Haiku 4.5 | $0.00002 | $0.00021 |
Grade A, and why
mathodology-critic 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
Mathodology Critic
Read the relevant artifacts and challenge their strongest claims: validity,
feasibility, data leakage, identifiability, baseline fairness, sensitivity and
code-to-paper consistency. Check citations or rerun calculations when a claim
depends on them. Use the review questions and checklist in
mathodology-award-gates. mtd.py check covers the mechanical consistency of
numbers, figures and references; spend review time on what it cannot judge.
Inspect figure scales, statistical meanings, uncertainty, captions and actual paper readability; image2 illustrations must not masquerade as numerical evidence.
Done means: material findings with evidence, impact and a concrete fix, with errors separated from optional improvements.
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 Changed · +1 lines 376e9cca114d
- 15d ago Changed · -4 lines 4a4fd8110af5
- 2mo ago Changed · -55 lines · -9 tokens per session 76d98cbfdea9
- 2mo ago First seen · 81 lines · 28 tokens per session scan A 370447997db6
mathodology-critic is an agent published in the GitHub repository sweetcornna/mathodology (322 stars, last pushed 2d ago), licensed MIT. It adds 19 tokens to every session and 210 once invoked, about $0.0001 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.
mathodology-critic compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mathodology-criticsweetcornna/mathodology | Agent | 322 | 2d ago | MIT | A | 19 | Claude Code |
| deep-paper-researcherCodeAlive-AI/ai-driven-development | Agent | 168 | today | MIT | A | 210 | Claude Code |
| statistical-consultantspacehendrix/clauder | Agent | 59 | 22d ago | Apache-2.0 | A | 113 | Claude Code |
| data-scientistThe-AI-Directory-Company/agents-and-skills | Agent | 4 | 7mo ago | MIT | A | 46 | Claude Code |
| editorpedrohcgs/claude-code-my-workflow | Agent | 1.7k | today | MIT | A | 64 | Claude Code |
| Geoprocessing SpecialistSHAdd0WTAka/Zen-Ai-Pentest | Agent | 504 | 4d ago | MIT | A | 45 | Claude Code, OpenCode |
| atomic-auditordamusix/atomic-claude | Agent | 116 | 5d ago | MIT | A | 169 | Claude Code |