القائمة
对产品指标、异常变化和分层表现进行分析并输出面向决策的结论
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when the user asks for a deep code review, adversarial review, multi-agent review, risk-ranked review, PR review, security-sensitive review, or implementation verification with concrete file and line evidence.
Use when the user asks to debug a failing test, runtime error, regression, flaky behavior, production-like failure, root-cause analysis, or loop-until-done repair workflow.
Use when the user asks for source-backed research, official-documentation lookup, technical comparison, dependency evaluation, repository investigation plus synthesis, or fan-out research with ranked conclusions.
Use when the user asks for a dynamic workflow, multi-agent workflow, task-specific harness, complex task orchestration, fan-out synthesis, adversarial verification, generate-and-filter exploration, tournament-style solution search, or loop-until-done execution in Codex.
Wireframe workflow for low-fidelity structure, hierarchy, and information layout exploration.
Animation workflow for motion-heavy artifacts, scene timing, and browser playback review.
| name | kpi-analytics |
| description | 对产品指标、异常变化和分层表现进行分析并输出面向决策的结论 |
| version | v0.1 |
| template_version | 1.1 |
| owner | xiaoz |
| cn_title | KPI与指标分析 |
| en_alias | kpi-analytics |
| skill_family | analytics |
| primary_artifact | KPI analysis memo |
references/metric-patterns-sanitized.md：KPI 分析 memo 的结构模板references/event-tracking-patterns-sanitized.md：埋点需求和字段组织模式references/source-coverage.md：本 skill 可使用的脱敏来源覆盖说明| Category | Typical tool types | Enable when | Avoid when | Expected evidence |
|---|---|---|---|---|
| Local docs/files | shell / local note read | 指标说明、周报、日志摘要在本地 | 没有材料时 | 指标来源说明 |
| Structured docs | markdown / memo / metric tables | 需要输出周报结论、异常说明、建议动作 | 只需口头一句话时 | KPI memo |
| Data analysis | spreadsheet / trend compare / segmentation | 有具体数据、需要算变化幅度或分层 | 无数据时不要伪造趋势 | 指标表与变化说明 |
| Web research | external benchmark / policy | 只有在需要对比行业 benchmark | 常规内部 KPI 分析 | 外部 benchmark 来源 |
| No-browse reasoning | direct synthesis only | 只基于内部数据做判断 | 需要行业对标时 | 基于内部数据的结论 |
请分析过去两周“字字助手”会话创建率、追问率、满意率的变化。我会给你周报摘要和几个用户分群。请输出核心发现、异常可能原因、需要补看的数据和建议动作。