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/michael-chow-arch/goldfxgraph/agents-mdgit clone --depth 1 https://github.com/michael-chow-arch/goldfxgraphWrote 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/michael-chow-arch/goldfxgraph/agents-md)<a href="https://agentmods.dev/instructions/michael-chow-arch/goldfxgraph/agents-md"><img src="https://agentmods.dev/badge/instructions/michael-chow-arch/goldfxgraph/agents-md.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 | $0.03186 | $0.03186 |
| Opus 5 | $0.01593 | $0.01593 |
| Sonnet 5 | $0.00637 | $0.00637 |
| Haiku 4.5 | $0.00319 | $0.00319 |
Grade A, and why
goldfxgraph 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 5d 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 — 722 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
1. Project Identity
This repository is GoldFXGraph.
GoldFXGraph is a full-stack gold research project for XAUUSD daily and near-real-time analysis.
The system should:
- read real XAUUSD market data
- fetch current/latest gold data when required
- compute deterministic technical indicators
- run explicit LangGraph multi-agent analysis
- produce structured forecast results
- persist research runs and forecasts
- display the forecast result in a Vue 3 + Tailwind frontend
This project is for research and decision support only.
Do not implement automatic trading, broker integration, real order execution, MCP, n8n, multi-model routing, full evaluation jobs, scorecards, or complex observability unless explicitly requested.
2. Repository Layout
Use a professional full-stack layout.
Expected structure:
goldfxgraph/
├── AGENTS.md
├── README.md
├── pyproject.toml
├── docker-compose.yml
├── .env.example
├── openspec/
├── data/
│ └── raw/
├── src/
│ └── goldfxgraph/
├── tests/
└── apps/
└── web/
├── package.json
├── index.html
├── vite.config.ts
├── tailwind.config.ts
├── postcss.config.js
└── src/
├── main.ts
├── App.vue
├── router/
│ └── index.ts
├── styles/
│ └── main.css
├── pages/
│ └── GoldForecastDashboard.vue
├── components/
├── services/
├── types/
└── constants/
Backend application code must live under:
src/goldfxgraph/
Backend tests must live under:
tests/
Frontend application code must live under:
apps/web/src/
Frontend global CSS must live under:
apps/web/src/styles/main.css
OpenSpec files must live under:
openspec/
Do not invent a different package structure unless the user explicitly approves it.
3. OpenSpec Rules
This project uses OpenSpec for non-trivial changes.
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.
- 5d ago First seen · 722 lines · 3,186 tokens per session scan A d1ddd46c084c
goldfxgraph AGENTS.md is an instructions file published in the GitHub repository michael-chow-arch/goldfxgraph (28 stars, last pushed 3mo ago), licensed MIT. It adds 3,186 tokens to every session, about $0.0159 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.
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