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Read workspace state and auto-route to the appropriate clinpub command. With natural language input (e.g., '/clinpub:do 我想改清洁逻辑'), routes by intent. With no arguments, shows current state summary and suggests next commands.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Phase 2: Adaptive statistical analysis. Claude diagnoses data structure (groups, timepoints, outcome types), proposes a customized analysis plan, discusses with user, and executes in dependency order. Each method outputs figure + table + README with publication-grade standards.
Phase 1: Data preparation and exploratory data analysis. Clean raw data, handle missing values, detect outliers, create derived variables, generate data quality report, and produce cleaned.csv.
Topic mining from clinical data tables (CSV/XLSX). Analyze variable structure, distribution patterns, missing data, and correlations; combine with PubMed literature search to identify research gaps; generate 3-5 structured candidate paper topics with feasibility scores. No statistical analysis or manuscript writing involved.
Phase 0: Initialize or import a clinical research project. Detect existing artifacts and import into clinpub structure, or start fresh. Discuss study design, variables, analysis methods with user; generate project_config.yml, directory structure, and .clinpub/ artifacts.
Phase milestone management. Review completed phase deliverables, verify success criteria, record decisions, and gate progression to next phase. Generates MILESTONE.md and updates ROADMAP.md.
Modify completed analysis outputs. Clarifies modification scope (figure style, statistical method, variables), executes changes, verifies outputs, and records history in PLAN.md. Can be invoked from any phase. Triggers: modify figures, change analysis method, adjust chart style, replace variables.
| name | clinpub-do |
| description | Read workspace state and auto-route to the appropriate clinpub command. With natural language input (e.g., '/clinpub:do 我想改清洁逻辑'), routes by intent. With no arguments, shows current state summary and suggests next commands. |
Workspace state router. Reads STATE.md, detects artifacts, and routes to the correct Phase command.
- 阶段：Phase N + 工件检测 + 可选 NL 输入使用强信号关键词优先匹配策略，非简单包含匹配。关键词按优先级从高到低排列：
| 优先级 | 关键词（任一命中即路由） | 路由到 | 特异度 |
|---|---|---|---|
| 1 | (初始化|init|开始|创建项目|新建) | init | 高 — 非清洁/分析语境 |
| 2 | (清洁|clean|数据质量|缺失|异常值|cleaned) | data-prep | 高 — 特异性数据处理术语 |
| 3 | (选题|话题挖掘|idea|数据探索|data2idea) | data2idea | 高 — 选题挖掘术语 |
| 4 | (分析|统计|结果|图|表|analysis|figure|table|回归|生存|ROC) | analysis | 高 — 分析术语 |
| 5 | (写|稿|手稿|文献|引用|writing|IMRAD|论文|manuscript) | writing | 高 — 写作术语 |
| 6 | (审稿|review|修订|修改|意见|审阅|response) | review | 高 — 审稿术语 |
| 7 | (推进|下一步|继续|next|advance) | next-step | 高 — 推进术语 |
| 8 | (状态|摘要|总览|当前|情况|see|status|什么阶段) | 回退到无参 | 明确表达"查看状态"意图，不是特定命令 |
匹配规则:
Phase 0: -f project_config.yml + 验证 project.name != "项目名称"
Phase 1: -f 02_PreprocessedData/data/cleaned.csv
Phase 2: -d 04_Outputs && ls 04_Outputs/ 非空 + project_config.yml analysis_plan.waves
Phase 3: -f 05_Manuscript/manuscript.md
Phase 4: -d 05_Manuscript/final && ls 05_Manuscript/final/ 非空