Borrowing it
Nothing to install: this file belongs to tsrigo/dsh-from-scratch. 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/tsrigo/dsh-from-scratch/main/AGENTS.mdgit clone --depth 1 https://github.com/tsrigo/dsh-from-scratchWrote 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/tsrigo/dsh-from-scratch/agents-md)<a href="https://agentmods.dev/instructions/tsrigo/dsh-from-scratch/agents-md"><img src="https://agentmods.dev/badge/instructions/tsrigo/dsh-from-scratch/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/tsrigo/dsh-from-scratch/agents-md"><img src="https://agentmods.dev/badge/instructions/tsrigo/dsh-from-scratch/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 | $0.00526 | $0.00526 |
| Opus 5.5 | $0.00210 | $0.00210 |
| Sonnet 5.5 | $0.00105 | $0.00105 |
| Haiku 4.5 | $0.00053 | $0.00053 |
Grade A, and why
dsh-from-scratch 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
DSH 维护约定
固定章节名称
教程的六个章节名称必须保持以下写法，不得改写、替换成概括性标题或自行重命名：
第一章·Agent LoopDSH 的 Agent Loop 是什么样的?
第二章·上下文与缓存复用上下文是怎样组织的，为缓存复用做了什么优化？
第三章·一切皆插件如何实现“一切皆插件”？
第四章·让运行有迹可循DSH 怎么记录和保存 Agent 执行过程?
第五章·运行时自进化DSH 是如何持续自进化的?
第六章·长程任务续行DSH 是如何持续完成长程任务的？
关于 deepseek-harness-from-scratch 的更多信息，请参见 ./deepseek-harness-from-scratch/README.md 和 ./deepseek-harness-from-scratch/AGENTS.md 。
先专注 ts 版本，python 先不管
关于文本风格：
用 https://github.com/oil-oil/oil-tone 润色一遍。
此外：
- 尽量少用不是...而是...的句型，很多时候它被用来“硬凑”对仗和高级感，前后的 A 和 B 并没有提供真正的干货或深刻洞察。 也不使用“是 X，不是 Y”的对比句式。
- 少用引号、破折号。缺乏具体肉身记忆与在地情感的装腔格式，缺乏人味。
- 不常见的缩写，需要给出全称与解释。
- 尽量不要使用比喻。如果一个说法需要读者推断其指代对象，改为直接说明。
- 也不使用拟人表述。
- 自包含，不要突然冒出来一个概念
追求：简明，有逻辑，coherent ，自包含，有层次，逻辑通顺
注意，不要通过降低信息量的方式来换取简洁。
不能修改章节标题和问句，这是我钦定的。
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 · 42 lines · 526 tokens per session scan A 460931608f9c
dsh-from-scratch AGENTS.md is an instructions file published in the GitHub repository tsrigo/dsh-from-scratch (14 stars, last pushed 2mo ago), licensed MIT. It adds 526 tokens to every session, about $0.0021 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 2026-08-31.
dsh-from-scratch AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dsh-from-scratch AGENTS.mdtsrigo/dsh-from-scratch | Instructions file | 14 | 2mo ago | MIT | A | 526 | 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 |