Borrowing it
Nothing to install: this file belongs to jaxxchen003/Traceplane. 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/jaxxchen003/Traceplane/main/AGENTS.mdgit clone --depth 1 https://github.com/jaxxchen003/TraceplaneWrote 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/jaxxchen003/traceplane/agents-md)<a href="https://agentmods.dev/instructions/jaxxchen003/traceplane/agents-md"><img src="https://agentmods.dev/badge/instructions/jaxxchen003/traceplane/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/jaxxchen003/traceplane/agents-md"><img src="https://agentmods.dev/badge/instructions/jaxxchen003/traceplane/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 | $0.00624 | $0.00624 |
| Opus 5.5 | $0.00250 | $0.00250 |
| Sonnet 5.5 | $0.00125 | $0.00125 |
| Haiku 4.5 | $0.00062 | $0.00062 |
Grade A, and why
Traceplane 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
AGENTS.md
本文件定义本仓库内 Agent 的实现规则。目标不是做大而全平台,而是尽快证明 Enterprise Agent Work Graph 的最小闭环。
1. 实现顺序
- 先实现 schema
- 再实现 migrations / fixtures / tests
- 再实现 episode / memory / trace / artifact API
- 再补 permission / audit
- 最后接 MCP / CLI 和最小 demo
2. 绝对约束
- 不先做重 UI
- 不做与 MVP 无关的抽象层
- 所有核心对象都必须可回链到
episode - 所有写接口都必须产生日志或审计事件
- 所有输出都必须能回链到来源 trace
- 历史记录默认不可静默覆盖
3. 保底字段
以下字段原则上应成为核心对象的通用字段:
workspace_idproject_idepisode_idagent_idsensitivitypolicy_versioncreated_atcreated_by
4. 模块边界
Data Plane
episodesmemory_itemstrace_eventsartifactsnode_edges
Control Plane
policiesaccess_grantsaudit_events
5. API 约束
create_episode必须记录触发者和生效 policywrite_memory必须带来源和敏感级别append_trace必须支持引用已有 memory / artifact / policycreate_artifact必须声明来源 episode 和生成 agentgrant_access必须写入审计read_audit_events必须受严格权限控制
6. 审计规则
- 读取敏感数据要审计
- 写入核心对象要审计
- 删除、导出、分享必须审计
- 权限拒绝和策略命中必须审计
7. 测试优先级
- Episode 主链路能否跑通
- Artifact 是否可追溯到 trace 和 memory
- 权限拒绝是否留下审计证据
- 历史 policy version 是否被正确固化
8. 默认技术假设
- Postgres 作为主库
- Object Storage 承载 artifact 文件
- Vector 索引异步构建
- Queue 处理蒸馏、索引、归档和重试
9. 交付标准
任何新功能提交前,至少要回答:
- 它挂在哪个 episode 主线上?
- 它会产生哪些节点和边?
- 它是否会影响权限或审计?
- 管理者是否能复盘这次行为?
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 · 79 lines · 624 tokens per session scan A ddef0da0c70e
Traceplane AGENTS.md is an instructions file published in the GitHub repository jaxxchen003/Traceplane (35 stars, last pushed 6mo ago), licensed MIT. It adds 624 tokens to every session, about $0.0025 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.
Traceplane AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Traceplane AGENTS.mdjaxxchen003/Traceplane | Instructions file | 35 | 6mo ago | MIT | A | 624 | 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 | today | 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 |