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insights

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Original

English
🇨🇳

Translation

Chinese

Session Insights

会话洞察

Surface patterns from learnings and session history.
从学习记录和会话历史中呈现规律模式。

Trigger

触发条件

Use when asking "show stats", "how am I doing", "analytics", "insights", "heatmap", or "correction rate".
当你询问“展示统计数据”、“我的表现如何”、“分析”、“洞察”、“热力图”或“纠正率”时触发。

What It Shows

展示内容

Session Summary

会话摘要

Session Insights
  Duration: 47 min
  Edits: 23 files modified
  Corrections: 2 self-corrections applied
  Learnings: 3 new patterns captured
  Context: 62% used (safe)
Session Insights
  Duration: 47 min
  Edits: 23 files modified
  Corrections: 2 self-corrections applied
  Learnings: 3 new patterns captured
  Context: 62% used (safe)

Learning Analytics

学习分析

Learning Insights (42 total)

Top categories:
  Testing     12 learnings (29%)
  Navigation   8 learnings (19%)
  Git          7 learnings (17%)
  Quality      6 learnings (14%)

Most applied:
  #12 [Testing] Run tests before commit — 15 times
  #8  [Navigation] Confirm path for common names — 11 times

Stale learnings (never applied):
  #15 [Editing] Prefer named exports — 0 times (45 days old)
Learning Insights (42 total)

Top categories:
  Testing     12 learnings (29%)
  Navigation   8 learnings (19%)
  Git          7 learnings (17%)
  Quality      6 learnings (14%)

Most applied:
  #12 [Testing] Run tests before commit — 15 times
  #8  [Navigation] Confirm path for common names — 11 times

Stale learnings (never applied):
  #15 [Editing] Prefer named exports — 0 times (45 days old)

Correction Heatmap

纠正热力图

Correction Heatmap

By category (all time):
  ████████████ Testing      34 corrections
  ████████     Navigation   22 corrections
  ██████       Git          18 corrections
  ████         Quality      12 corrections

Hot learnings (most corrected, least learned):
  - [Testing] Mock external deps — corrected 8x, learned 0x
    → Consider: /learn-rule to capture this permanently

Cold learnings (learned but never applied):
  - [Editing] Use named exports — learned 45 days ago, applied 0x
    → Consider removing if no longer relevant
Correction Heatmap

By category (all time):
  ████████████ Testing      34 corrections
  ████████     Navigation   22 corrections
  ██████       Git          18 corrections
  ████         Quality      12 corrections

Hot learnings (most corrected, least learned):
  - [Testing] Mock external deps — corrected 8x, learned 0x
    → Consider: /learn-rule to capture this permanently

Cold learnings (learned but never applied):
  - [Editing] Use named exports — learned 45 days ago, applied 0x
    → Consider removing if no longer relevant

Productivity Metrics

生产力指标

Productivity (last 10 sessions)
  Avg session: 35 min
  Avg edits/session: 18
  Correction rate: 12% (improving)
  Learning capture: 2.1 per session
Productivity (last 10 sessions)
  Avg session: 35 min
  Avg edits/session: 18
  Correction rate: 12% (improving)
  Learning capture: 2.1 per session

Guardrails

约束规则

  • Use actual data from project memory and session history.
  • Surface actionable suggestions, not just numbers.
  • Flag recurring corrections that should become permanent rules.
  • Identify stale learnings that may no longer be relevant.
  • 使用项目记忆和会话历史中的实际数据。
  • 呈现可执行的建议，而非仅数字。
  • 标记应成为永久规则的重复纠正项。
  • 识别可能不再相关的陈旧学习内容。

Output

输出格式

Formatted analytics report with:
  • Current session stats
  • Category breakdown
  • Most/least applied learnings
  • Correction trends with suggestions
  • Productivity metrics over time
格式化的分析报告包含：
  • 当前会话统计数据
  • 分类细分
  • 应用最多/最少的学习内容
  • 带有建议的纠正趋势
  • 长期生产力指标