AGENTS.mdA

AGENTS.md from sweetcornna/mathodology is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add sweetcornna/mathodology/AGENTS.md@git:20261028.f695e6a

Pins git:20261028.f695e6a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
sweetcornna/mathodology
Path
AGENTS.md
Versions recorded
9
Latest version
git:20261028.f695e6a, committed Oct 28, 2026
First version recorded
Jul 4, 2026
Size
3,565 bytes
Repository stars
320
License
MIT

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Mathodology Agent Guide

Mathodology is a skills pack for mathematical modeling contests: prompts that
support mathematical judgment, reproducible computation and clear scientific
communication. Adapt the amount of work to the actual problem and deadline;
quality follows from the argument and evidence, not from phase gates, panel
scores or a predicted prize.

## Skills and roles

- `mathodology-whole-project`: entry point, installation, backup and repository use.
- `mathodology-agent-pipeline`: modeling prompts and focused collaboration.
- `mathodology-evidence-search`: literature, data, citations and licensed references.
- `mathodology-figure-presets`: scientific figure selection, design, image2 and examples.
- `mathodology-award-gates`: substantive mathematical and editorial review questions.
- `mathodology-workbench`: executable workspace checks, recorded runs, results contract and hooks.
- `mathodology-project-orientation`: skills-only repository boundaries.
- `mathodology-skill-authoring`: maintain skills and their metadata.
- `mathodology-dev-test-release`: optional repository maintenance checks.

Roles in `.claude/agents/` (Codex: `.codex/agents/`) are for parallel or
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sweetcornna/mathodology/AGENTS.md@sha256:36deccc4f059958e

The line at the top of this page pins the label git:20261028.f695e6a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_uiwtf2452wtnz55l.svg)](https://markdownregistry.com/a/art_uiwtf2452wtnz55l)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Jul 4, 2026 and Oct 28, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
git:20261028.f695e6a latest2026-10-28 f695e6a 3,565 BA view · diff
git:20261023.bab27242026-10-23 bab2724 2,910 BA view · diff
git:20261023.d5b9ac02026-10-23 d5b9ac0 2,801 BA view · diff
git:20261022.4d8df2f2026-10-22 4d8df2f 2,647 BA view · diff
git:20260907.0cfcd932026-09-07 0cfcd93 3,852 BA view · diff
git:20260830.c2263a92026-08-30 c2263a9 3,986 BA view · diff
git:20260731.44b6d5d2026-07-31 44b6d5d 3,793 BA view · diff
git:20260730.adaac952026-07-30 adaac95 3,673 BA view · diff
git:20260704.8b57eb02026-07-04 8b57eb0 3,220 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (3565 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

sweetcornna/mathodology · 320 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uiwtf2452wtnz55l
GET https://markdownregistry.com/api/v1/resolve?ref=sweetcornna/mathodology/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/36deccc4f059958e4782607eee91e29fa21b51003a128386fcf248500ee4ee01

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from sweetcornna/mathodology

mathodology-agent-pipeline SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-agent-pipeline/SKILL.md · Use when planning a modeling solution, selecting the next useful step or briefing a specialist.
git:20261028.f695e6a · audit A · 320 stars
mathodology-award-gates SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-award-gates/SKILL.md · Use when reviewing mathematical validity, evidence, reproducibility, figures or a submission draft.
git:20261028.f695e6a · audit A · 320 stars
mathodology-dev-test-release SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-dev-test-release/SKILL.md · Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills…
git:20261023.d5b9ac0 · audit A · 320 stars
mathodology-evidence-search SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-evidence-search/SKILL.md · Use when finding literature, datasets, domain facts, citation details or licensed figure references.
git:20261105.4e960e1 · audit A · 320 stars
mathodology-figure-presets SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-figure-presets/SKILL.md · Use when selecting, designing, generating or reviewing scientific figures, complex modeling charts, paper illustrations…
git:20261022.4d8df2f · audit A · 320 stars
mathodology-project-orientation SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-project-orientation/SKILL.md · Use when maintaining the skills-only repository or checking whether a change belongs here.
git:20261022.4d8df2f · audit A · 320 stars
mathodology-skill-authoring SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-skill-authoring/SKILL.md · Use when adding, editing or reviewing skills, role prompts or skill metadata.
git:20261028.f695e6a · audit A · 320 stars
mathodology-whole-project SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-whole-project/SKILL.md · Use when starting a modeling task or installing, backing up or maintaining the skills pack.
git:20261028.f695e6a · audit A · 320 stars
mathodology-workbench SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-workbench/SKILL.md · Use when setting up, running or checking a contest workspace, recording experiments, keeping paper numbers, figures and…
git:20261105.313fceb · audit A · 320 stars
CLAUDE.md CLAUDE.md file
sweetcornna/mathodology · CLAUDE.md
git:20261022.4d8df2f · audit B · 320 stars

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