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/lancegui/causal-powers/agents-mdgit clone --depth 1 https://github.com/lancegui/causal-powersWhat 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
causal-powers 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 2d 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.
What it actually says
hooks/session-context.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.
- 2d ago First seen · 1 lines · 4 tokens per session scan A 30c422cf295f
causal-powers AGENTS.md is an instructions file published in the GitHub repository lancegui/causal-powers (2 stars, last pushed 9d 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
finai-research CLAUDE.md
Instructions for csmar432/finai-research, covering 论文-研报工作流 · finresearch agent, 一句话, 快速开始, 写作轨 and 实证轨（现代 did）.
finai-research AGENTS.md
Instructions for csmar432/finai-research, covering agents.md — codex / copilot / claude code entry point, project: 论文-研报工作流 · finresearch agent, quick start (3 commands), 1. install (one of:) and 2. configure llm (deepseek is free for chinese use).
finai-research copilot-instructions.md
Instructions for csmar432/finai-research, covering copilot instructions for 论文-研报工作流, 项目概述, 自动启动流程（每次对话必须执行）, 诊断交互（三平台统一） and 项目结构.
stata-code AGENTS.md
Instructions for brycewang-stanford/stata-code, covering agents.md — stata-code project notes, communication, release coordination, pypi / testpypi trusted publishing — what to know and recovery: invalid-publisher failure.
stata-code CLAUDE.md
Instructions for brycewang-stanford/stata-code, covering claude.md — stata-code project notes, communication, release coordination, pypi / testpypi trusted publishing — what to know and recovery: invalid-publisher failure.
statsclaw CLAUDE.md
Instructions for statsclaw/statsclaw, a project described as: A workflow framework for statistical package development.