lls-deepseek-golden-rules SKILL.md skillA
lls-deepseek-golden-rules from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add philrobinluo/ai-coevolution-skills/lls-deepseek-golden-rules@git:20260728.f8dcb06Pins git:20260728.f8dcb06 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- philrobinluo/ai-coevolution-skills
- Path
skills/lls-deepseek-golden-rules/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.f8dcb06, committed Jul 28, 2026
- Size
- 3,580 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
把复杂任务拆成可核验阶段，为速度、深度、工具和隐私选择合适的 DeepSeek 使用方式。 当用户面对相应复杂任务并需要可验证结果时使用。.
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
<!-- workbuddy-install: published; slug: lls-deepseek-golden-rules --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-deepseek-golden-rules`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-deepseek-golden-rules`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-deepseek-golden-rules/SKILL.md`，核对 name、version 和实际路径，然后新开会话触发该 Skill。 ``` 也可以打开左侧「技能」→「添加技能 / 查找技能」，搜索 `lls-deepseek-golden-rules` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师 DeepSeek 使用黄金法则 > 类型：LLS Original > 当前版本：1.1.0 ## 核心原则 模型名称会变化，稳定的是任务设计：先定义交付，再分阶段；先建立事实包，再推理；先小样验方向，再扩大；重要输出用证据和测试验收。涉及当前模型、价格、上下文长度、联网或 API 能力时，以本轮官方文档为准，不把旧课件参数当现状。 ## 四级任务路由 - **快速处理**：改写、分类、格式转换；目标清楚、风险低。 - **深度推理**：多约束决策、复杂分析；要求列假设与反证。 - **工具执行**：读取文件、运行代码、调用接口；先声明权限、路径和写入范围。 - **高影响复核**：财务、法律、医学、对外发布；模型只产出草案与核验清单，保留人工确认。 ## 黄金工作流 1. 写任务包：目标、受众、输入、约束、交付格式、成功标准。 2. 把任务拆成“事实整理 → 方案生成 → 反例检查 → 成品 → 验收”，每阶段只解决一个问题。 3. 根据阶段选择快速或深度模式，不用最重模型完成所有小动作。 4. 长材料先建目录与证据索引，再按块处理；禁止只凭开头概括全文。 5. 先做 10% 小样，检查口径、风格和事实，再批量扩展。 6. 关键数字、引用、链接和现实状态从原始来源读回。 7. 保存可复用任务包和失败案例，而不是只保存一句“万能提示词”。 任务包见 [references/task-packet.md](references/task-packet.md)。 ## 常见失败与修复 …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-deepseek-golden-rules@sha256:24d621a2b038ef31The line at the top of this page pins the label git:20260728.f8dcb06, 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_colbmragqbpumht6)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3580 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
philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_colbmragqbpumht6 GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-deepseek-golden-rules GET https://markdownregistry.com/api/v1/blob/24d621a2b038ef31fe54e52a6d2377c5eee8f97cbd459db53e2122ee13e75360
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.