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/intelligent-internet/ii-agent/agents-mdgit clone --depth 1 https://github.com/Intelligent-Internet/ii-agentWrote 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/intelligent-internet/ii-agent/agents-md)<a href="https://agentmods.dev/instructions/intelligent-internet/ii-agent/agents-md"><img src="https://agentmods.dev/badge/instructions/intelligent-internet/ii-agent/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 | $0.03294 | $0.03294 |
| Opus 5 | $0.01647 | $0.01647 |
| Sonnet 5 | $0.00659 | $0.00659 |
| Haiku 4.5 | $0.00329 | $0.00329 |
Grade A, and why
ii-agent AGENTS.md scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl localhost:8000/health # Verify How it starts
The opening of the file, as written. The whole thing — 277 lines — stays where its author put it; the contents beside it link to each section on GitHub.
II-Agent Contributor Guide
This file is the entry point for agents working in this repository. It provides the architecture overview plus a map to deeper documentation.
Read CLAUDE.md for the full development reference (patterns, billing system, dependency injection, code examples).
Quick Start
uv sync --frozen # Install dependencies
./scripts/start.sh # Start the server
curl localhost:8000/health # Verify
Repository Map
| Resource | What it covers |
|---|---|
CLAUDE.md |
Full development guide: patterns, billing, dependency injection, code examples |
docs/DESIGN.md |
Design patterns: service pattern, Dep aliases, domain module structure |
docs/PLANS.md |
How to write and maintain execution plans |
docs/RELIABILITY.md |
Billing reliability, cron recovery, Redis fallbacks |
docs/SECURITY.md |
Auth flow (OAuth, JWT, API keys), secrets management |
docs/FRONTEND.md |
Socket.IO events, REST API surface, real-time event flow |
docs/PRODUCT_SENSE.md |
Product principles, user personas, key journeys |
docs/QUALITY_SCORE.md |
Per-domain quality grades and health metrics |
docs/design-docs/ |
Indexed design decisions with verification status |
docs/exec-plans/ |
Active and completed execution plans |
docs/generated/db-schema.md |
Database schema reference (from SQLAlchemy models) |
docs/product-specs/ |
Product specifications |
docs/references/ |
LLM-optimized reference material for key dependencies |
Mandatory Rules
- Use
uv runfor all Python commands (uv run pytest,uv run python ...). - Run Ruff only on the Python files you changed before marking work complete (
uv run ruff check --fix-only <changed_python_files>,uv run ruff format <changed_python_files>,uv run ruff check <changed_python_files>,uv run ruff format --check <changed_python_files>). If you changed no Python files, skip Ruff. - Never call
CreditService.deduct()directly for LLM/tool billing — use the reservation system (seeCLAUDE.mdBilling section). - Use Dep aliases everywhere — never bare
= Depends(get_x)in function signatures (seeCLAUDE.mdDependency Injection Pattern). - Use
LLMExecutionServicefor any new code that calls an LLM outside the agent runtime loop.
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 · 277 lines · 3,294 tokens per session scan A e5fc8a99d03a
ii-agent AGENTS.md is an instructions file published in the GitHub repository Intelligent-Internet/ii-agent (3,382 stars, last pushed 18d ago), licensed Apache-2.0. It adds 3,294 tokens to every session, about $0.0165 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
hoop CLAUDE.md
Claude Code instructions for hoophq/hoop, covering claude.md, project overview, toolchain & prerequisites, architecture and module breakdown.
gini-agent AGENTS.md
AGENTS.md instructions for Open-Curiosity/gini-agent, covering gini agent instructions, shape, adrs, boundaries and branches.
InvestSkill GEMINI.md
Gemini CLI instructions for yennanliu/InvestSkill, covering investskill — gemini cli setup & usage guide, installation & setup, quick start, navigate to the investskill directory and start gemini cli (loads gemini.md automatically).
rome CLAUDE.md
Claude Code instructions for rome-os/rome, covering rome, playbook and traps.
zapcode CLAUDE.md
Instructions for TheUncharted/zapcode, covering claude.md, git, read agents.md first, codebase orientation and how to add a new language feature.
MathModelAgent CLAUDE.md
Claude Code instructions for jihe520/MathModelAgent, covering claude.md, 项目概述, commands, 后端 and 安装依赖.