Borrowing it
Nothing to install: this file belongs to natnew/awesome-ai-scientists. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/natnew/awesome-ai-scientists/main/CLAUDE.mdgit clone --depth 1 https://github.com/natnew/awesome-ai-scientistsWrote 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/instructions/natnew/awesome-ai-scientists/claude-md)<a href="https://agentmods.dev/instructions/natnew/awesome-ai-scientists/claude-md"><img src="https://agentmods.dev/badge/instructions/natnew/awesome-ai-scientists/claude-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.
<a href="https://agentmods.dev/instructions/natnew/awesome-ai-scientists/claude-md"><img src="https://agentmods.dev/badge/instructions/natnew/awesome-ai-scientists/claude-md.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 | $0.01635 | $0.01635 |
| Opus 5.5 | $0.00654 | $0.00654 |
| Sonnet 5.5 | $0.00327 | $0.00327 |
| Haiku 4.5 | $0.00163 | $0.00163 |
Grade A, and why
awesome-ai-scientists CLAUDE.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 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.
How it starts
The opening of the file, as written. The whole thing — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Claude-specific operating layer for awesome-ai-scientists, a curated list of resources for building AI Scientist systems. There is no application code: the work is curating Markdown across two surfaces and keeping CI green. AGENTS.md is the full protocol (scope, trust boundary, quality bar, decision matrix, protected areas, comment style). This file does not restate it. Where the two overlap, AGENTS.md wins, with one exception: for entry format, the live files win (see below).
Map
| Path | Role |
|---|---|
README.md |
Canonical public index, grouped by lifecycle → domain → meta sections. Also checked by awesome-lint. |
website/docs/workflows.md, domains.md |
The only site pages that hold tagged entries, under ### … {#slug} headings. |
website/docs/workflows.md, domains.md, resource-types.md |
Source of truth for the taxonomy slugs. The slug tables in AGENTS.md and CONTRIBUTING.md copy them. |
website/docs/start-here.md |
Tagging convention: primary slug first, multi-value axes. |
website/src/, docusaurus.config.ts, sidebars.ts |
Site infrastructure. Doc order in sidebars.ts must match each doc's sidebar_position. |
website/scripts/ |
link-check.mjs checks README.md, CONTRIBUTING.md and website/docs/*.md; check-sidebar-order.mjs. |
CONTRIBUTING.md, .github/ISSUE_TEMPLATE/*, pull_request_template.md |
Contributor workflow. Resource additions are issue-first. |
skills/, .agent/ |
Maintainer tooling, not part of the catalogue. Ignore unless asked. feature-spec needs the local-only specs/. |
specs/ is gitignored and usually absent. Docs that cite specs/… point to maintainer-local files. Do not create or edit it.
Entry formats (the most common source of errors)
Match the neighbouring entries in the file you edit. Never cross formats.
- README:
- [Name](url) - One neutral sentence.Hyphen separator, no tags. - Site (
workflows.md,domains.md), as used by 58 of 59 live entries:
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 Changed · -29 lines · +51 tokens per session e1044d4c9027
- 1mo ago First seen · 124 lines · 1,584 tokens per session scan A 7f3a9badc5cd
awesome-ai-scientists CLAUDE.md is an instructions file published in the GitHub repository natnew/awesome-ai-scientists (20 stars, last pushed 5d ago), licensed MIT. It adds 1,635 tokens to every session, about $0.0065 per session on Opus 5.5. 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 2026-08-30.
Other instructions, from other repositories
awesome-ai-conventions copilot-instructions.md
Copilot instructions for GuilhermeAlbert/awesome-ai-conventions: This project prefers direct, maintainable code over broad abstractions.
awesome-ai-rules copilot-instructions.md
Copilot instructions for shumatsumonobu/awesome-ai-rules, covering copilot instructions, code style, database and don't.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.