Borrowing it
Nothing to install: this file belongs to trinity-tick/trinity. 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/trinity-tick/trinity/main/AGENTS.mdgit clone --depth 1 https://github.com/trinity-tick/trinityWrote 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/trinity-tick/trinity/agents-md)<a href="https://agentmods.dev/instructions/trinity-tick/trinity/agents-md"><img src="https://agentmods.dev/badge/instructions/trinity-tick/trinity/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/trinity-tick/trinity/agents-md"><img src="https://agentmods.dev/badge/instructions/trinity-tick/trinity/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 | $0.02740 | $0.02740 |
| Opus 5.5 | $0.01096 | $0.01096 |
| Sonnet 5.5 | $0.00548 | $0.00548 |
| Haiku 4.5 | $0.00274 | $0.00274 |
Grade A, and why
trinity 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 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://127.0.0.1:8001/health How it starts
The opening of the file, as written. The whole thing — 139 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — Trinity Memory
本文件由 Trinity 生成（2026-08-24 15:26:38）。它让接入本仓库/工作区的 AI Agent 自动了解 Trinity 记忆层的存在、用法与当前状态。 相关规范背景：OpenAI AGENTS.md / Anthropic CLAUDE.md 的"文件即记忆"标准。
Trinity 记忆层实时快照（生成于 2026-09-02 03:21:12，snapshot 任务自动刷新）
| 指标 | 值 |
|---|---|
| 会话数 | 246 |
| 结构事件数 | 28533 |
| 目标数 | 71 |
| Todos | 108 |
| 计划 | 0 |
活跃目标（active goals）
| 状态 | 阶段 | 轮次 | 目标 |
|---|---|---|---|
| active | active | 0 | 继续执行优化（第三轮）：1) GEN-3 生成侧再优化——KU/SS-P 类目专用提示词 + 上下文剪枝实验（每问只喂最相关 3-5 条 vs 10 条，测噪音对 AnswerAcc 的影响），全量 500q 对比 0.678 基线；2) CH-1 KG/混合通道归因——用 search_hybrid(fusion) |
| active | - | 0 | 按已批准的建议清单全面优化 Trinity：P0-1 用 DSH agent/workflow 修复 Trinity 已知 bug（pytest 5 fail/6 error + keyword 多词 FTS5 检索 bug）；P0-2 用 dsh-credentials 消除 PG 密码/API key 明文并让维护 |
| active | - | 0 | 处理 benchmarks.md 遗留四项：① 跑官方 LongMemEval-S(500题)/LoCoMo(1982题) 或明确不可行时降级（如官方子集+如实标注）并更新对比表；② 统一 SQuAD 评测入口（消除 35.6% vs 98.3% 双口径）；③ 修复 Cluster Stress Raft 三节点全 l |
| active | - | 0 | 执行 smartcos-wms 剩余全部建议：①golangci 债务逐包清理（errcheck 249/unused 47/ineffassign 29 等共 328 项，清理后 lint 显著归零或大幅下降且 build/test 全绿）；②实现 12 个 MOCK-ONLY API 端点（carriers/rou |
| active | - | 0 | 按行业操作页形态（扫码优先+任务队列+动作按钮+状态自动流转）重做 SmartCos WMS 全部作业页面：收货作业(ArrivalCounting)、上架作业(Putaway)、称重作业(PackageWeighing)、发货作业(ShipConfirm)、复核作业(VerificationWorkbench)、打包 |
| active | - | 0 | 按 wms-ui-assessment 建议全方位精细化执行：P1（拣货/收货行级扫码确认、发货运单回传记录、工作台 AI 闭环状态卡）、P2（复核页组件化、上架 AI 建议卡突出、收货差异转质检）、P3（称重 DWS 读秤增强、打包页对接 box_types 主数据、盘点体验微调）；每项后端+前端落地、真实数据/端点 |
| active | - | 0 | 执行 EXECUTION_PLAN_V2.md 全部 14 个项目（A1-A5、B1-B5、C1-C4）：每个项目产出可运行工件并验证，修复评测发现的 2 个 API bug，更新执行计划状态，最终汇总完成情况与遗留项。 |
| active | - | 0 | 按已批准的 Trinity 发展规划执行全部建议：里程碑1（统一 SQuAD 评测口径、修复 Cluster Stress Raft 单 leader 异常、跑官方 LongMemEval-S/LoCoMo/BEAM 1M-10M 基准、同步版本号 v8.2.0）；里程碑2（decay 接入真实 LLM 摘要、决策并落 |
| active | - | 0 | 按 docs_site/optimization-plan.md 的 8 个优化点全方位执行：1) 答案生成评测 harness（mock 500q × DeepSeek → accuracy/latency/cost，逐类目报告）；2) PG FTS GIN 索引 + BEAM 规模复测（对比有/无索引延迟）；3) |
| active | active | 0 | 完成旺店通WMS操作规则规范迭代收尾：依据已有9域规则文档与知识来源，补齐并验证三个补充域文件（企业版补充域/帮助手册补充域/跨境版补充域）到 C:/Users/Administrator/KnowledgeBase/AI_WMS/smartcos-wms/docs/，并将迭代结果写入Trinity记忆。 |
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 Changed · +1 lines · +26 tokens per session ae312ef51578
- 2mo ago First seen · 138 lines · 2,714 tokens per session scan A accd77f6a57b
trinity AGENTS.md is an instructions file published in the GitHub repository trinity-tick/trinity (1 stars, last pushed 27d ago), licensed MIT. It adds 2,740 tokens to every session, about $0.0110 per session on Opus 5.5. 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 2026-08-31.
trinity AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| trinity AGENTS.mdtrinity-tick/trinity | Instructions file | 1 | 27d ago | MIT | A | 2,740 | 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 |