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/xuzhougeng/wisp-science/agents-mdgit clone --depth 1 https://github.com/xuzhougeng/wisp-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 | $0.02195 | $0.02195 |
| Opus 5 | $0.01097 | $0.01097 |
| Sonnet 5 | $0.00439 | $0.00439 |
| Haiku 4.5 | $0.00219 | $0.00219 |
Grade A, and why
wisp-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 yesterday.
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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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.
- yesterday First seen · 127 lines · 2,195 tokens per session scan A 7b9938c73503
wisp-science AGENTS.md is an instructions file published in the GitHub repository xuzhougeng/wisp-science (1,069 stars, last pushed yesterday), licensed AGPL-3.0. It adds 2,195 tokens to every session, about $0.0110 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
terminal-bench-science CLAUDE.md
Instructions for harbor-framework/terminal-bench-science, a project described as: Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domains.
OmicsClaw AGENTS.md
Instructions for TianGzlab/OmicsClaw, covering agents.md — omicsclaw guide for ai coding agents, repository working contract, project overview, setup and pip install -e .
asb-skill-collections copilot-instructions.md
Instructions for HolobiomicsLab/asb-skill-collections: This repository publishes the ASB Metabolomics Skill Collection (collections/metabolomics/v2/): 5,859 evidence-grounded skills over 909 software tools for computational LC-MS/MS metabolomics, each derived from a peer-reviewed method paper.
mgi-link CLAUDE.md
Claude Code instructions for berntpopp/mgi-link, covering claude.md, tl;dr, common commands and layout.
gnomad-genetics-mcp-server CLAUDE.md
Claude Code instructions for cyanheads/gnomad-genetics-mcp-server, covering developer protocol, core rules, patterns, server config (src/config/server-config.ts) and server identity and instructions.
grimoire-core CLAUDE.md
Instructions for jeffreytse/grimoire-core, covering grimoire-core, skill path convention, domains, installation and all skills.