AGENTS.mdA

AGENTS.md from conmuyan/my-academic-skills is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add conmuyan/my-academic-skills/AGENTS.md@git:20260817.d7f6c05

Pins git:20260817.d7f6c05 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
conmuyan/my-academic-skills
Path
AGENTS.md
Versions recorded
4
Latest version
git:20260817.d7f6c05, committed Aug 17, 2026
First version recorded
Aug 17, 2026
Size
1,966 bytes
Repository stars
2
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

# Maintainer notes

This repo is the source of truth for personal academic agent skills.

## Skills in this base

| Directory | Role |
|---|---|
| `skills/awesome-abstract/` | Closed-loop CS/AI abstracts |
| `skills/research-code/` | Paper prototype code, not production software |
| `skills/graph-fraud/` | BWGNN GFD split and `--run 10` on YelpChi / Amazon / T-Finance / T-Social |

## Layout

```text
skills/<skill-name>/SKILL.md    # required — the agent prompt
skills/<skill-name>/README.md   # human page for GitHub
skills/<skill-name>/references/ # long examples; open only when SKILL.md says so
skills/<skill-name>/scripts/    # optional helpers
```

`npx skills add ConmuYan/my-academic-skills` discovers `skills/*/SKILL.md`.
`./install.sh` copies or symlinks the same folders into the current harness.

## Add a skill

1. Put a complete skill directory under `skills/<name>/`.
2. `name` in `SKILL.md` frontmatter must match the directory name.
3. Keep `SKILL.md` as the agent prompt. Put long references beside it.
4. Link the new skill from the root `README.md` catalog (table + a short section).
5. Do not commit secrets, tokens, or `__pycache__`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add conmuyan/my-academic-skills/AGENTS.md@sha256:a662344cab265d84

The line at the top of this page pins the label git:20260817.d7f6c05, 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_n2fnq4zmzhvao7qy.svg)](https://markdownregistry.com/a/art_n2fnq4zmzhvao7qy)

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

Versions

The registry has recorded 4 versions of this file, all committed on Aug 17, 2026.

versioncommittedcommitsizeaudit
git:20260817.d7f6c05 latest2026-08-17 d7f6c05 1,966 BA view · diff
git:20260817.6678e482026-08-17 6678e48 1,625 BA view · diff
git:20260817.2c640b72026-08-17 2c640b7 1,523 BA view · diff
git:20260817.54a577c2026-08-17 54a577c 1,014 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 (1966 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

conmuyan/my-academic-skills · 2 stars · license MIT · pushed 2026-08-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n2fnq4zmzhvao7qy
GET https://markdownregistry.com/api/v1/resolve?ref=conmuyan/my-academic-skills/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/a662344cab265d84dd503b58a5f0611e89ee3e9d0ae4652e2e84a6157fcc25d0

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 conmuyan/my-academic-skills

awesome-abstract SKILL.md skill
conmuyan/my-academic-skills · skills/awesome-abstract/SKILL.md · Reconstruct a paper's argument, audit the evidence chain, then write or revise a top-tier CS/AI/ML/NLP/CV abstract as a…
v1.0.0 · audit A · 2 stars
graph-fraud SKILL.md skill
conmuyan/my-academic-skills · skills/graph-fraud/SKILL.md · Audit and align graph fraud detection (GFD) data loading, splits, and 10-run evaluation to the BWGNN (ICML 2022)…
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research-code SKILL.md skill
conmuyan/my-academic-skills · skills/research-code/SKILL.md · Implement or strip-down university-lab deep-learning paper prototypes in top-conference GitHub style: few files…
v1.0.0 · audit A · 2 stars

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