Borrowing it
Nothing to install: this file belongs to agentpit-io/hunter-community. 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/agentpit-io/hunter-community/main/AGENTS.mdgit clone --depth 1 https://github.com/agentpit-io/hunter-communityWrote 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/agentpit-io/hunter-community/agents-md)<a href="https://agentmods.dev/instructions/agentpit-io/hunter-community/agents-md"><img src="https://agentmods.dev/badge/instructions/agentpit-io/hunter-community/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/agentpit-io/hunter-community/agents-md"><img src="https://agentmods.dev/badge/instructions/agentpit-io/hunter-community/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 | $0.00413 | $0.00413 |
| Opus 5.5 | $0.00165 | $0.00165 |
| Sonnet 5.5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
hunter-community 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 12d 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
hunter-community 工作约定
小鹿实验助手
边界与部署验证见 docs/agent-experiments.md。AI 只选后端预设的单字段买入候选；全部失败和停止记录、预算、代码与实际行情快照必须保留，不能自动应用。不能把同一历史上的比较或输入指纹称为独立样本外验证。为什么：增加自动试验数量会放大过拟合，隐藏失败或改变仓位/费用会制造虚假的收益改善。
过拟合监测
评分接入与证据口径见 docs/agent-overfit-monitor.md。缺失检查不计分，不把分数称为赚钱概率或过拟合概率；不能借用其他方向的冻结日。个人试验归档包含失败结果，不受最近十条展示上限影响。为什么：只展示赢家或把反复看过的数据称为独立验证，会让错误策略获得虚假的可信度。
既有维护约定见 CLAUDE.md。
个人规则编辑与回测
创建页多语言输入与简介约定见 docs/agent-builder.md：简介选填且最多100字，语言/原文/AI输入分别保存进版本。多语言只表示AI翻译输入，不表示原生执行；未支持的语义必须待确认。为什么：截断旧原文、丢失语言上下文或静默近似规则都会让回测偏离用户策略。
实现与验证口径见 docs/agent-manual-rules.md。 个人配置必须按账号隔离，回测必须绑定完整参数版本；不能覆盖公共研究账本。 为什么：规则改变后沿用旧收益、或不同账号互相覆盖，会使研究结果无法追溯。
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.
- 12d ago Changed · +4 lines · +116 tokens per session 7ed755e13867
- 21d ago Changed · +2 lines · +95 tokens per session 4ff06e755aab
- 23d ago First seen · 14 lines · 202 tokens per session scan A 5605e01a3df2
hunter-community AGENTS.md is an instructions file published in the GitHub repository agentpit-io/hunter-community (588 stars, last pushed 8d ago), licensed Apache-2.0. It adds 413 tokens to every session, about $0.0017 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 2026-09-29.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.