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/machinavitalis/jaxonomy/copilot-instructionsgit clone --depth 1 https://github.com/machinavitalis/jaxonomyWrote 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/machinavitalis/jaxonomy/copilot-instructions)<a href="https://agentmods.dev/instructions/machinavitalis/jaxonomy/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/machinavitalis/jaxonomy/copilot-instructions.svg" alt="Measured on agentmods" 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 | $0.00004 | $0.00004 |
| Opus 5 | $0.00002 | $0.00002 |
| Sonnet 5 | $0.00001 | $0.00001 |
| Haiku 4.5 | $0.00000 | $0.00000 |
Grade A, and why
jaxonomy copilot-instructions.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 4d 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.
This is a copy
100% identical to deepseek-harness CLAUDE.md — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
../AGENTS.md
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.
- 4d ago First seen · 1 lines · 4 tokens per session scan A 79909577a70f
jaxonomy copilot-instructions.md is an instructions file published in the GitHub repository machinavitalis/jaxonomy (19 stars, last pushed 22d ago), licensed MIT. It adds 4 tokens to every session, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to deepseek-harness CLAUDE.md, differing in 2 lines, and is treated as a copy.
Other instructions, from other repositories
PINA AGENTS.md
AGENTS.md instructions for PINA-org/PINA, covering pina — physics-informed neural architectures, quick reference, workflow: problem → model → solver → trainer, problem types and condition types.
OpenBioMed CLAUDE.md
Instructions for PharMolix/OpenBioMed, covering claude.md, project overview, key commands, environment setup and training.
sciplot-academic copilot-instructions.md
Instructions for rippleshe/sciplot-academic, covering sciplot academic - github copilot 使用指南, 🚨 默认触发规则（最高优先级）, 🔥 触发关键词（出现任何一个立即触发）, 🔥 触发场景（满足任一立即触发） and 🔥 隐含触发（95% 触发）.
FaST-LMM AGENTS.md
Instructions for fastlmm/FaST-LMM, covering coding notes for agents, general policies, cross-repository release coordination, numerical correctness and error handling.
AWETrim AGENTS.md
Instructions for awegroup/AWETrim, covering awetrim — agent context, what this repo is, module status, physics references and symbol ↔ code name table.
jax-numerics-agent AGENTS.md
Instructions for quattro/jax-numerics-agent, covering agents.md, scope, source of truth, agent workflow and global install note.