---
name: Session Insights
slug: session-insights
category: Data
description: Session Insights computes session analytics, learning patterns, correction trends, heatmaps, and productivity metrics from project memory and session history. Use it when asking for stats, progress, coding history, or a dashboard.
github: "https://github.com/rohitg00/pro-workflow/tree/main/skills/insights"
language: JavaScript
stars: 2775
forks: 270
install: "npx degit https://github.com/rohitg00/pro-workflow/tree/main/skills/insights ~/.claude/skills/insights"
installs_to: ~/.claude/skills/insights
source_path: skills/insights/SKILL.md
collection_size: 25
category_size: 668
collection_url: "https://dirskills.com/collections/rohitg00/pro-workflow"
added: 2026-08-17T07:10:33.964Z
last_synced: 2026-08-17T07:10:33.964Z
canonical_url: "https://dirskills.com/skills/session-insights"
---

# Session Insights

Session Insights computes session analytics, learning patterns, correction trends, heatmaps, and productivity metrics from project memory and session history. Use it when asking for stats, progress, coding history, or a dashboard.

**Install:**

```bash
npx degit https://github.com/rohitg00/pro-workflow/tree/main/skills/insights ~/.claude/skills/insights
```

## README

# Session Insights

Surface patterns from learnings and session history.

## Trigger

Use when asking "show stats", "how am I doing", "analytics", "insights", "heatmap", or "correction rate".

## Data Sources

Gather data from these locations before computing metrics:

```bash
# Session history and learnings
cat .claude/LEARNED.md 2>/dev/null || cat CLAUDE.md | grep -A999 "LEARNED"
cat .claude/learning-log.md 2>/dev/null

# Session activity
git log --oneline --since="today" --author="$(git config user.name)"
git diff --stat
```

A **correction** is any instance where the user redirected, fixed, or overrode agent output during a session. Count `[LEARN]` entries and explicit correction markers in session history.

## What It Shows

### Session Summary

```
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

```
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

```
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

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

## Guardrails

- 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.

## Output

Formatted analytics report with:
- Current session stats
- Category breakdown
- Most/least applied learnings
- Correction trends with suggestions
- Productivity metrics over time