Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/aipoch/open-science/agents-mdgit clone --depth 1 https://github.com/aipoch/open-scienceWhat 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 | $0.03563 | $0.03563 |
| Opus 5 | $0.01782 | $0.01782 |
| Sonnet 5 | $0.00713 | $0.00713 |
| Haiku 4.5 | $0.00356 | $0.00356 |
Grade A, and why
open-science 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 today.
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 — 251 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Open Science — Agent Notes
i18n — translating new user-visible strings
The renderer ships eight translated locales: de (German), es (Spanish), fr (French),
zh-Hans (Simplified Chinese), zh-Hant (Traditional Chinese), ja (Japanese), ko
(Korean), and ru (Russian). Every
user-visible string added to the renderer must have a corresponding entry in the renderer
namespace for all translated locales unless the same meaning is intentionally shared with Electron
main through the common namespace:
src/shared/i18n/locales/zh-Hans.json
src/shared/i18n/locales/zh-Hant.json
src/shared/i18n/locales/ja.json
src/shared/i18n/locales/ko.json
src/shared/i18n/locales/fr.json
src/shared/i18n/locales/ru.json
src/shared/i18n/locales/de.json
src/shared/i18n/locales/es.json
Each locale file has exactly three top-level namespace objects: common, native, and renderer.
common is loaded by main and renderer, native only by main, and renderer only by the React
adapter. Put a key in common only when its UI meaning and reviewed translation are the same in both
processes; an identical English key is not enough.
The guard suite in src/renderer/src/i18n/resources.test.ts runs on every npm test and will
fail the PR if any of the following are violated.
Key format
Keys are the English source text verbatim — there is no English catalog. keySeparator and
nsSeparator are both disabled, so dots and colons in copy are literal characters.
// ✓ correct
t('Data folder not found')
// ✗ wrong — semantic path, not copy
t('workspace.dataRoot.missing')
How to wrap strings
| Surface | How to translate |
|---|---|
| JSX text node | {t('Copy here')} |
JSX attribute visible to users (aria-label, placeholder, alt) |
aria-label={t('Close dialog')} |
| Sentence with an embedded link or element | <Trans i18nKey="See <docs>the guide</docs>" components={{ docs: <a href="…" /> }} /> |
| Interpolated value | t('{{count}} files', { count: n }) |
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.
- today Changed · +4 lines · +145 tokens per session e4bfe8529108
- 2d ago First seen · 247 lines · 3,418 tokens per session scan A 561b37408206
open-science AGENTS.md is an instructions file published in the GitHub repository aipoch/open-science (3,497 stars, last pushed today), licensed Apache-2.0. It adds 3,563 tokens to every session, about $0.0178 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 2026-08-30.
Other instructions, from other repositories
wisp-science AGENTS.md
AGENTS.md instructions for xuzhougeng/wisp-science, covering agents.md, project orientation, repository layout, engineering rules and verification commands.
MoleCode AGENTS.md
Instructions for AtomFlow-AI/MoleCode, covering agents.md — molecode, what this repo is, use the molecode skill, molecode-first rule and cli quick start.
openmodelingfoundation.github.io AGENTS.md
Instructions for openmodelingfoundation/openmodelingfoundation.github.io, covering agents, precedence, invariants, commands and deployment.
open-science AGENTS.md
AGENTS.md instructions for ai4s-research/open-science, covering open science desktop, design principles, what this project is, repository map and architecture guardrails.
openmodelingfoundation.github.io copilot-instructions.md
Instructions for openmodelingfoundation/openmodelingfoundation.github.io, a project described as: Website for standards and governance of the Open Modeling Foundation.
openmodelingfoundation.github.io CLAUDE.md
Instructions for openmodelingfoundation/openmodelingfoundation.github.io, a project described as: Website for standards and governance of the Open Modeling Foundation.