mathodology-evidence-search SKILL.md skillA

mathodology-evidence-search from sweetcornna/mathodology is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sweetcornna/mathodology/mathodology-evidence-search@git:20261105.4e960e1

Pins git:20261105.4e960e1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sweetcornna/mathodology
Path
.claude/skills/mathodology-evidence-search/SKILL.md
Versions recorded
7
Latest version
git:20261105.4e960e1, committed Nov 5, 2026
First version recorded
Jul 30, 2026
Size
7,943 bytes
Repository stars
320
License
MIT

Use when finding literature, datasets, domain facts, citation details or licensed figure references.

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 Evidence Search

Use evidence to support a claim or model choice. Prefer primary work and official
data. Mark assumptions and unresolved gaps; never fill them with invented facts.

## Search and read

Inspect available tools. Normally combine built-in WebSearch with
`mcp__search__search`: complementary discovery queries can find different sources.
Record which channels actually contributed. If a channel is unavailable, continue
with the working one and note the coverage limitation; an unavailable search is
not evidence that a source does not exist. With no search, work from supplied
material and state which external claims remain unverified.

The project `.mcp.json` registers the keyless
[free-search-mcp](https://github.com/sweetcornna/free-search-mcp) server and a staged
download directory. Tool signatures vary by installed version: read the live
schema instead of assuming the argument names in an old example.

| Capability | Appropriate use |
|---|---|
| search / research | Focused discovery / an open research question |
| cache_search | Reuse material already read |
| fetch / fetch_batch | Read shortlisted web pages |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sweetcornna/mathodology/mathodology-evidence-search@sha256:c572007b2bfbf39f

The line at the top of this page pins the label git:20261105.4e960e1, 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_nxf72pdo5hvwrc6k.svg)](https://markdownregistry.com/a/art_nxf72pdo5hvwrc6k)

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

Versions

The registry has recorded 7 versions of this file, between Jul 30, 2026 and Nov 5, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
git:20261105.4e960e1 latest2026-11-05 4e960e1 7,943 BA view · diff
git:20261022.4d8df2f2026-10-22 4d8df2f 6,236 BA view · diff
git:20260907.0cfcd932026-09-07 0cfcd93 4,524 BA view · diff
git:20260830.762414e2026-08-30 762414e 13,918 BA view · diff
git:20260830.c2263a92026-08-30 c2263a9 13,247 BA view · diff
git:20260731.44b6d5d2026-07-31 44b6d5d 10,852 BA view · diff
git:20260730.68018b02026-07-30 68018b0 9,059 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7943 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_nxf72pdo5hvwrc6k
GET https://markdownregistry.com/api/v1/resolve?ref=sweetcornna/mathodology/mathodology-evidence-search
GET https://markdownregistry.com/api/v1/blob/c572007b2bfbf39fdee5eb55140a5e7a3eab897004464a4c17a9b8cc17ee3f37

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · 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-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
AGENTS.md AGENTS.md file
sweetcornna/mathodology · AGENTS.md
git:20261028.f695e6a · audit A · 320 stars
CLAUDE.md CLAUDE.md file
sweetcornna/mathodology · CLAUDE.md
git:20261022.4d8df2f · audit B · 320 stars

Every file in sweetcornna/mathodology

Browse by kind, by grade A, or by owner.