Borrowing it
Nothing to install: this file belongs to botingw/langgraph-dev-navigator. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/botingw/langgraph-dev-navigator/main/AGENTS.mdgit clone --depth 1 https://github.com/botingw/langgraph-dev-navigatorWrote 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/botingw/langgraph-dev-navigator/agents-md)<a href="https://agentmods.dev/instructions/botingw/langgraph-dev-navigator/agents-md"><img src="https://agentmods.dev/badge/instructions/botingw/langgraph-dev-navigator/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/botingw/langgraph-dev-navigator/agents-md"><img src="https://agentmods.dev/badge/instructions/botingw/langgraph-dev-navigator/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00242 | $0.00242 |
| Opus 5.5 | $0.00097 | $0.00097 |
| Sonnet 5.5 | $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 2mo 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.
- 2mo 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 5mo ago), licensed MIT. It adds 242 tokens to every session, about $0.0010 per session on Opus 5.5. 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.
langgraph-dev-navigator AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| langgraph-dev-navigator AGENTS.mdbotingw/langgraph-dev-navigator | Instructions file | 23 | 5mo ago | MIT | A | 242 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |