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my-academic-skills: Instructions file for Claude Code

AGENTS.md

my-academic-skills AGENTS.md is an instructions file for Claude Code, Codex, OpenCode from ConmuYan/my-academic-skills. It costs 533 tokens per session, scanned A, original, MIT.

A set of maintainer instructions for an academic agent-skills repository. It explains the repository layout, its existing research skills, and how to add and document a new skill.

In plain words
What is it for?
It helps maintainers organize skill folders, add new agent prompts, update the catalogue, install the skills, and keep research code separate from production software.
Why use it?
It gives contributors one place to check the required files, naming rules, documentation steps, and restrictions such as not committing secrets.

Instructions file for Claude CodeCodexOpenCode

Written for Claude Code and Codex and OpenCode: Claude Code plugin machinery, but also reads ~/.codex or $CODEX_HOME. Also seen: reads .claude/ paths; mentions Codex; mentions OpenCode.

This is ConmuYan/my-academic-skills's own configuration. It tells Claude Code, Codex and OpenCode how to work on my-academic-skills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything my-academic-skills configures →

not rated 2repo 24d ago A scan 533 tokens original MIT
View source ↗ ConmuYan/my-academic-skills
Reuse

Borrowing it

Nothing to install: this file belongs to ConmuYan/my-academic-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ConmuYan/my-academic-skills/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/ConmuYan/my-academic-skills

Made for: Claude Code, Codex, OpenCode.

Wrote 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.

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README.md
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Your own site
<a href="https://agentmods.dev/instructions/conmuyan/my-academic-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/conmuyan/my-academic-skills/agents-md/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.

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<a href="https://agentmods.dev/instructions/conmuyan/my-academic-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/conmuyan/my-academic-skills/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 533 This file is loaded in full into every session.
When invoked 533 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00533 $0.00533
Opus 5 $0.00267 $0.00267
Sonnet 5 $0.00107 $0.00107
Haiku 4.5 $0.00053 $0.00053

Measured 10d ago against content hash a662344cab26, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

my-academic-skills AGENTS.md 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 10d 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.

AGENTS.md · 50 lines

What it actually 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

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__.

  6. Bump .claude-plugin/plugin.json and the marketplace plugin version when the set changes.

  7. Symlink the whole skill directory into every required harness (create the dest dir if missing):

    • ~/.grok/skills/<name>
    • ~/.claude/skills/<name>
    • ~/.codex/skills/<name>
    • ~/.gemini/skills/<name>
    • ~/.config/opencode/skills/<name>

    ./install.sh always targets these five. Do not stop at Grok + Claude.

  8. Commit, push, then on any machine: ./install.sh --update or npx skills update.

Do not

  • Rewrite a skill into a different layout per harness.
  • Install by copying only SKILL.md and dropping references/ or scripts/.
  • Put machine-local paths into skill instructions.
  • Restate the same rule in both SKILL.md and references/ — one home per fact.
Changes

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.

  1. 10d ago First seen · 50 lines · 533 tokens per session scan A a662344cab26

Subscribe to this mod's changes

my-academic-skills AGENTS.md is an instructions file published in the GitHub repository ConmuYan/my-academic-skills (2 stars, last pushed 24d ago), licensed MIT. It adds 533 tokens to every session, about $0.0027 per session on Opus 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 2026-08-31.

PyTorchacademicagent-skillsagentskillsskills-sh
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