data-analyst-scope-contractlisted

# Scope Contract Workflow ## What It Does Turns an ambiguous request into a bounded role contract with outcomes, non-goals, inputs, outputs, risks, and validation. ## When To Use - Use when operating the 数据分析师 pack. - Use when a concrete artifact, evidence gate, or handoff is required. - Do not use for generic chat responses. ## Procedure 1. Restate the user outcome in one sentence. 2. List role-owned scope and explicit non-goals. 3. Name required inputs and unavailable inputs. 4. Define the artifact and validation method. 5. Return a stop, go, iterate, or escalate decision. ## Output Contract - Result first. - Evidence second. - Risk third. - Next action last. ## 是什么 Scope Contract Workflow 用来把 数据分析师 场景里的任务输入转成可执行的流程、检查清单和交付物。 Scope Contract Workflow 它的价值在于让 数据AI职能线 在 Claude Code、Codex、Gemini、Hermes 或 OpenClaw 中复用同一套岗位能力，而不是依赖一次性的聊天提示词。 ## 怎么用 1. 明确当前任务目标、输入材料、约束和期望交付物，再加载 `scope-contract`。 2. 按 skill 文档中的流程、检查清单或工具建议执行，优先复用仓库已有规范与真实命令。 3. 把关键判断、风险、验证命令和产出路径记录到当前任务文档或交付说明中。 4. 用最小可证明的检查确认结果有效；发现缺口时回到 skill 清单补齐。 ## 架构图 ```mermaid flowchart LR A[任务输入] --> B[加载 Scope Contract Workflow] B --> C[执行流程与检查清单] C --> D[生成交付物与风险记录] D --> E[验证结果并沉淀复盘] ```