DESIGN.md@docs/dev/sota-conversation-coreA
DESIGN.md@docs/dev/sota-conversation-core from helixnow/deep-student is a DESIGN.md file: the design rules coding agents follow in that repo.
mdr add helixnow/deep-student/docs/dev/sota-conversation-core/DESIGN.md@git:20260910.3b6b6f5Pins git:20260910.3b6b6f5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- DESIGN.md file
- Repository
- helixnow/deep-student
- Path
docs/dev/sota-conversation-core/DESIGN.md- Versions recorded
- 2
- Latest version
- git:20260910.3b6b6f5, committed Sep 10, 2026
- First version recorded
- Aug 29, 2026
- Size
- 6,630 bytes
- Repository stars
- 303
- License
- AGPL-3.0
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 优化方案（草案，第一轮后） 本文件在多轮调研收敛前保持草案。落地必须以子代理交叉验证后的证据为准。 ## 原则 1. **协议按语义使用，而不是只做字段改名。** Chat Completions 仍是内部规范可以，但 Responses 出口要保留 `previous_response_id`、output items、hosted tools、usage 细节。 2. **前缀只往后追加，不改已经发出去的头部。** tools / instructions 稳定段 / cache key 在会话内冻结。 3. **易变事实离开稳定前缀。** 日期、检索、待办、刚更新的画像、技能正文，放到 user 尾部或独立 cache breakpoint。 4. **测量必须能看见命中。** 每种协议的 cached tokens 字段都要解析；报告按协议/供应商拆分。 5. **禁止静默破坏隐私默认。** `store` 默认保持 false；链式 Responses 必须是用户/会话显式选择。 ## 候选工作包（实现阶段再拆 PR） ### P0 观测与 cache key（按供应商分流） - **所有 Responses 路径**：解析 `usage.input_tokens_details.cached_tokens` （以及 `output_tokens_details.reasoning_tokens`）。CC 路径继续读 `prompt_tokens_details` / `prompt_cache_hit_tokens`。 - **OpenAI / Codex**：稳定 `prompt_cache_key` = 会话 id；禁止 `Uuid::new_v4()` 回落。 - **DeepSeek**：不要写 `prompt_cache_key` / `previous_response_id` / `store:true` （官方明确不支持，静默忽略）。唯一杠杆是前缀字节稳定。 - **DeepSeek 默认协议也要跑模型门控**：`api_protocol=None` 不得只靠注册表把未支持型号 送进 Responses；`is_official_deepseek_config` 必须核对 base_url。 - **按 2026-08-23 官方文档放开 `deepseek-v4-pro`（及 vision-exp）的 Responses**，同步 `effective_api_protocol_for_config`、前端 modelConverters、registry 备注与回归测试。 v3 等未列名型号继续回落 CC。 …
Read the whole file at its exact version.
How to install
mdr add helixnow/deep-student/docs/dev/sota-conversation-core/DESIGN.md@sha256:11b2a00a87d93f19The line at the top of this page pins the label git:20260910.3b6b6f5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xxwnmfw7f73wlcez)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 29, 2026 and Sep 10, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.3b6b6f5 latest | 2026-09-10 | 3b6b6f5 | 6,630 B | A | view · diff |
| git:20260829.ccb5eb6 | 2026-08-29 | ccb5eb6 | 6,491 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (6630 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
helixnow/deep-student · 303 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xxwnmfw7f73wlcez GET https://markdownregistry.com/api/v1/resolve?ref=helixnow/deep-student/docs/dev/sota-conversation-core/DESIGN.md GET https://markdownregistry.com/api/v1/blob/11b2a00a87d93f19f34525b79478c11a1f7bf0197e57c4a6c38a6dbcba70cf4e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: what DESIGN.md is and how agents use it · which agent file does what.