Borrowing it
Nothing to install: this file belongs to HWYD/ai-mind. 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/HWYD/ai-mind/main/AGENTS.mdgit clone --depth 1 https://github.com/HWYD/ai-mindWrote 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/hwyd/ai-mind/agents-md)<a href="https://agentmods.dev/instructions/hwyd/ai-mind/agents-md"><img src="https://agentmods.dev/badge/instructions/hwyd/ai-mind/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/hwyd/ai-mind/agents-md"><img src="https://agentmods.dev/badge/instructions/hwyd/ai-mind/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 | $0.03698 | $0.03698 |
| Opus 5.5 | $0.01479 | $0.01479 |
| Sonnet 5.5 | $0.00740 | $0.00740 |
| Haiku 4.5 | $0.00370 | $0.00370 |
Grade A, and why
ai-mind 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 209 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS
Version Spec Workspace Continuity (Mandatory)
- 同一未收口版本只允许一个 canonical
specs/工作区。当前版本尚未完成 release closing / merge，尤其代码或规格仍有未提交变更时，所有需求、方案、冲突决策和实现任务 MUST 继续写入.specify/feature.json指向的当前目录。 - 禁止因为返工、主题变化或方案冲突创建
vX.Y.Z-1-*、vX.Y.Z-2-*等 sibling spec directory。只有用户明确声明独立 follow-up，或基准版本已经 release closing 并进入新的开发窗口，才允许创建挂靠目录。 - 新决定覆盖旧决定时，必须在同一 canonical 工作区更新
spec.md、plan.md、tasks.md、data-model.md、contracts/和decisions.md（如存在），删除、改写或标记 superseded 的旧决策；不要通过新目录并存两套事实。 - 运行
speckit-specify、speckit-plan、speckit-tasks、speckit-implement、speckit-analyze或speckit-converge前，先读取.specify/feature.json和当前 managed plan 指针；同一 semver 已有 canonical directory 时 MUST 复用它。需要新目录时，必须先取得用户对“独立 follow-up”的明确授权并说明边界。
项目定位
AI Mind 是一个按版本持续演进的 AI Native 工程项目。
它不是一次性做完的产品，而是一套逐步生长的 Runtime Skeleton。
建议始终按这条主线理解项目演进：
- 本地聊天闭环
- 结构化流式协议
- Tool Calling
- Multi-Tool Runtime
- Skill Runtime
- MCP 能力接入
- Agent Runtime
- 持久化与数据层
- 更完整的生产化能力
事实来源优先级
涉及版本实现、架构边界或阶段验收时，按下面顺序判断事实：
- 用户明确指定的版本、Step、文件或验收要求
- 当前代码、测试与运行脚本
.specify/memory/constitution.md- 当前 feature / version 对应的
specs/ docs/adr/与docs/architecture/README.md、docs/versions/、docs/releases/、docs/tasklists/private-folder/仅在用户明确要求、或需要回看草稿 / 历史过程 / 个人内部材料时读取
说明：
specs/是 Level C / Level D 变更的正式 AI coding 工作区，承接 spec / plan / tasks / acceptance / decisions；版本工作区目录优先采用v0.4.10-feature-slug这类真实 semver 前缀命名。挂靠规格只有在基准版本 release closing 后或用户明确授权独立 follow-up 时才可用，规则见docs/architecture/spec-directory-naming.md。docs/adr/和docs/architecture/是长期架构约束区，不只是展示文档。docs/versions/、docs/releases/、docs/tasklists/是公开展示区，不是默认开发任务源。private-folder/是草稿、历史、个人内部材料和博客 / 面试素材区，不是默认开发事实源。- tasklist 的
[x]是开发记录，不单独构成完成证据；仍要看 spec、实现、测试和实际 diff。
事实与方案正确性
“事实来源优先级”用于确认当前项目状态、既有约束和兼容性，不表示当前代码、spec、决策或历史实现天然正确。
- 用户明确指定的不可变需求、外部契约、安全边界与合规要求必须遵守，只评估可行性和风险，不将其改写为替代候选。
- 当任务要求调研最佳实践、替代方案，或触及架构、依赖、安全、性能、可靠性等重要选择时，现有代码、测试、spec、plan、decisions、ADR 与 architecture docs 必须作为候选基线之一，而不是默认答案。
- 比较结论至少说明需求匹配、架构边界、安全、兼容性、可运维性、验证成本和迁移风险；保留既有方案也必须记录比较依据。
- 结论写入当前 canonical workspace 的
research.md、decisions.md或等价交付记录。若改变既有决策，在同一工作区同步更新受影响资产，并将旧决策删除、改写或标记为 superseded。 - Level A / B 局部改动不强制重研；仅在明确请求调研或上述重要选择触发时执行。
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.
- 1mo ago Changed ee779d47413a
- 1mo ago Changed bbbf7a2c3761
- 1mo ago Changed · +20 lines · +529 tokens per session 3446dd4ad8c2
- 2mo ago Changed · +1 tokens per session 271b775d5e48
- 2mo ago Changed · -2 tokens per session 1a8184c4281a
- 2mo ago First seen · 189 lines · 3,170 tokens per session scan A 619bc18b53fa
ai-mind AGENTS.md is an instructions file published in the GitHub repository HWYD/ai-mind (21 stars, last pushed 1mo ago), licensed MIT. It adds 3,698 tokens to every session, about $0.0148 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.
ai-mind AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ai-mind AGENTS.mdHWYD/ai-mind | Instructions file | 21 | 1mo ago | MIT | A | 3,698 | 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 |