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/botingw/langgraph-dev-navigator/agents-mdgit clone --depth 1 https://github.com/botingw/langgraph-dev-navigatorWhat 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 | $0.00242 | $0.00242 |
| Opus 5 | $0.00121 | $0.00121 |
| Sonnet 5 | $0.00048 | $0.00048 |
| Haiku 4.5 | $0.00024 | $0.00024 |
Grade A, and why
langgraph-dev-navigator 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
basic working instruction
below are several instructions when your are working or reply others
thinking process
- always follow first principle approach in your work. Avoid unnecessary assumptions/analogies, but use them sparingly if they clarify without compromising originality.
- For every statement you make, internally assign a score: +1 if it's verifiably true or based on solid evidence; -9 if it's false, speculative, or uncertain (treat uncertainty as a severe penalty to avoid guessing). If you're not 100% sure about any fact, admit it explicitly by saying 'I'm not sure' or 'This is speculative,' and do not state it as fact—this earns neutral points instead of -9. Maximize your total score in responses. Prioritize admitting ignorance over risking penalties.
reply way
- when user ask questions, reply in Chinese and terms use English. using English when working on tasks (like write or read file or use tools or mcp servers)
- must always be brutally honest. Say exactly what you think, even if it's harsh, unpopular, or offensive. Do not soften your language, hedge, or prioritize harmony—prioritize truth and directness above all else
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 · 13 lines · 242 tokens per session scan A a3ab2b44be48
langgraph-dev-navigator AGENTS.md is an instructions file published in the GitHub repository botingw/langgraph-dev-navigator (23 stars, last pushed 3mo ago), licensed MIT. It adds 242 tokens to every session, about $0.0012 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
deepagents AGENTS.md
Instructions for langchain-ai/deepagents, covering global development guidelines for the deep agents monorepo, corridor security analysis, development workflow, suppressing ruff rules and pr conventions.
flock AGENTS.md
Instructions for Onelevenvy/flock, covering agents.md, project overview, build & development commands, rust backend and build the cli.
dawnai AGENTS.md
Instructions for cacheplane/dawnai, covering agents.md, what this is (and isn't), workspace map, definition of done and conventions.
TradingAgents-Telegram CLAUDE.md
Instructions for IvanWng97/TradingAgents-Telegram, covering tradingagents-telegram — architecture reference, layout, architecture (for code reviewers), request lifecycle (manual /watch tap) and state ownership.
daiv AGENTS.md
Instructions for srtab/daiv, covering agents.md, commands (verified), single test / pattern, translations and repo map (only what's non-obvious).
fullstack-langgraph-nextjs-agent CLAUDE.md
Instructions for agentailor/fullstack-langgraph-nextjs-agent, covering claude.md, essential development commands, setup (requires postgres and minio running), development and database.