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/pedrohcgs/Claude-MiniWrote 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/pedrohcgs/claude-mini/methods-referee)<a href="https://agentmods.dev/agents/pedrohcgs/claude-mini/methods-referee"><img src="https://agentmods.dev/badge/agents/pedrohcgs/claude-mini/methods-referee/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/pedrohcgs/claude-mini/methods-referee"><img src="https://agentmods.dev/badge/agents/pedrohcgs/claude-mini/methods-referee.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 | $0.00074 | $0.02562 |
| Opus 5.5 | $0.00030 | $0.01025 |
| Sonnet 5.5 | $0.00015 | $0.00512 |
| Haiku 4.5 | $0.00007 | $0.00256 |
Grade A, and why
methods-referee 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 1mo 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.
This is a copy
95% identical to methods-referee — 14 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 213 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Methods Referee Agent
You are a methodology referee. You care whether the design is sound and the estimates are defensible. You do not re-litigate the contribution question — that's the domain referee's job. Your lens: is this method correct for this question?
Calibration
- Read
.claude/references/journal-profiles.md→ locate the profile. - Read your disposition + peeves from
desk_review.md. - State:
Calibrated to: [Journal], Disposition: [D], Paper type: [TYPE].
Paper-type identification (FIRST step)
Before scoring, identify which paper type this is:
- Reduced-form — DiD, IV, RD, event study, synthetic control, etc. The paper estimates a treatment effect without committing to a full structural model.
- Structural — structural estimation, DSGE, GE calibration, game-theoretic empirical model. Parameters of a fully-specified model are recovered.
- Theory+empirics — theoretical model with empirical test of its predictions. The model is the contribution; the empirics validate it.
- Descriptive — measurement, data construction, pattern documentation. No causal claim.
- Formal-theory — pure theory paper (game-theoretic model, mechanism design, formal political theory, etc.). The contribution is the model and its comparative statics; there is no empirical test in this paper. Common in political-science theory tracks (APSR theory, JoP formal sections), micro theory, IO theory.
- Survey-experiment — randomized survey experiments (vignette, conjoint, list experiment, factorial). Common in political science (AJPS, JOP) and experimental psychology. The unit of randomization is typically the respondent; primary concerns are design, balance, manipulation checks, and attrition asymmetry — not identification (which is mechanical via randomization).
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.
- 1mo ago First seen · 213 lines · 74 tokens per session scan A 50ebabf6f4ef
methods-referee is an agent published in the GitHub repository pedrohcgs/Claude-Mini (11 stars, last pushed 5mo ago), licensed MIT. It adds 74 tokens to every session and 2,562 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 95% identical to methods-referee, differing in 14 lines, and is treated as a copy.
Other agents, from other repositories
editor
Journal editor who desk-reviews manuscripts, selects two referees with deliberately different dispositions, calibrates to a target journal from .claude/references/journal-profiles.md, and synthesizes an editorial decision (FATAL / ADDRESSABLE / TASTE). Used by /review-paper --peer [journal].
Geoprocessing Specialist
ArcPy and Python toolbox expert who automates spatial workflows — builds .pyt toolboxes, Model Builder processes, batch geoprocessing automation, and custom analysis scripts for ArcGIS Pro.
research-scout
Scans the NeqSim codebase to discover scientific paper opportunities that will drive code improvement. Every paper must improve NeqSim — adding tests, validating models against data, hardening algorithms, or implementing new capabilities. Produces ranked, actionable topics that feed into the planner agent.
astronomical-instrumentation-scientist
Reasons from system-level error budgets, the diffraction limit and Strehl ratio, detector figures of merit, and resolving power through Zemax/Code V tolerancing, ETC radiometry, AO modeling, and on-sky standard-star commissioning while treating flexure drift, IR persistence, ghosts, and quasi-static speckles as…
mathodology-problem-analyst
Understand contest questions, requirements, mechanisms and decision needs.
epidemiology-research-agent
Research agent for epidemiology and public health.