name

craft-of-research

description

苏格拉底式引导开展创新性研究、探索关键科学问题。Bilingual skill — prompts user to choose Chinese or English. Based on The Craft of Research's 'research as conversation' philosophy. Use when user says '帮我做研究规划'/'如何提出好问题'/'怎么找到研究创新点'/'make a research plan'/'how to find research contribution'/'craft-of-research' 或任何涉及研究设计、开题、创新方法论的请求。

Craft of Research — Bilingual Skill / 双语技能

Based on The Craft of Research (5th Edition), deeply distilled.

Core philosophy: Research is not an assembly line for collecting facts — it is an invitation into an ongoing conversation. The best answers do not end a dialogue; they give birth to new questions.

Language Selection / 语言选择

Step 1 — Auto-detect from the user's trigger text.

Analyze the user's original message for language signals:

Contains Chinese characters (的/了/吗/呢/做/想/帮/请...) → 中文 → Read SKILL-zh.md
All-English (no CJK characters, English words/phrases) → English → Read SKILL-en.md
Triggers /craft-of-research in English context → English
Triggers /craft-of-research in Chinese context → 中文

Step 2 — Only if ambiguous, ask via question tool.

Use the question tool only when the trigger contains mixed languages or no clear language signal:

question(questions=[{
  "header": "Language / 语言",
  "question": "请问您希望用中文还是英文交流？/ Would you like to communicate in Chinese or English?",
  "options": [
    {"label": "中文", "description": "使用中文进行对话"},
    {"label": "English", "description": "Converse in English"}
  ]
}])

Step 3 — Route.

Map: detected/requested language → SKILL-zh.md or SKILL-en.md
🔴 Load ONLY the mapped file. If missing, guide directly.
Default fallback: SKILL-zh.md.

⚠️ 失败恢复 / Failure Recovery

触发条件	一线修复	兜底
语言检测不确定	用 question 工具让选择	默认中文
对应的文件不存在	提示该语言	直接用核心哲学引导
用户中途要切换语言	换读对应文件	当前段落结束再切

🛑 红线 / Hard Rules

Do NOT always ask language — auto-detect first, ask only if ambiguous.
Do NOT read both files — load only one.
Do NOT answer for the researcher — be Socratic (see sub-file HARD-GATE).

Craft of Research — Bilingual Skill / 双语技能

Based on The Craft of Research (5th Edition), deeply distilled.

Core philosophy: Research is not an assembly line for collecting facts — it is an invitation into an ongoing conversation. The best answers do not end a dialogue; they give birth to new questions.

Language Selection / 语言选择

Step 1 — Auto-detect from the user's trigger text.

Analyze the user's original message for language signals:

Contains Chinese characters (的/了/吗/呢/做/想/帮/请...) → 中文 → Read SKILL-zh.md

All-English (no CJK characters, English words/phrases) → English → Read SKILL-en.md

Triggers /craft-of-research in English context → English

Triggers /craft-of-research in Chinese context → 中文

Step 2 — Only if ambiguous, ask via question tool.

Use the question tool only when the trigger contains mixed languages or no clear language signal:

question(questions=[{ "header": "Language / 语言", "question": "请问您希望用中文还是英文交流？/ Would you like to communicate in Chinese or English?", "options": [ {"label": "中文", "description": "使用中文进行对话"}, {"label": "English", "description": "Converse in English"} ] }])

Step 3 — Route.

Map: detected/requested language → SKILL-zh.md or SKILL-en.md

🔴 Load ONLY the mapped file. If missing, guide directly.

Default fallback: SKILL-zh.md.

⚠️ 失败恢复 / Failure Recovery

触发条件

一线修复

兜底

语言检测不确定

用 question 工具让选择

默认中文

对应的文件不存在

提示该语言

直接用核心哲学引导

用户中途要切换语言

换读对应文件

当前段落结束再切

🛑 红线 / Hard Rules

Do NOT always ask language — auto-detect first, ask only if ambiguous.

Do NOT read both files — load only one.

Do NOT answer for the researcher — be Socratic (see sub-file HARD-GATE).