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Source: https://github.com/garrytan/gstack/commit/026751e
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299
openclaw/skills/gstack-openclaw-retro/SKILL.md
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299
openclaw/skills/gstack-openclaw-retro/SKILL.md
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---
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name: gstack-openclaw-retro
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description: "Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware with per-person contributions, praise, and growth areas. Use when asked for weekly retro, what shipped this week, or engineering retrospective."
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---
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# Weekly Engineering Retrospective
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Generates a comprehensive engineering retrospective analyzing commit history, work patterns, and code quality metrics. Team-aware: identifies the user running the command, then analyzes every contributor with per-person praise and growth opportunities.
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## Arguments
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- Default: last 7 days
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- `24h`: last 24 hours
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- `14d`: last 14 days
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- `30d`: last 30 days
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- `compare`: compare current window vs prior same-length window
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## Instructions
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Parse the argument to determine the time window. Default to 7 days. All times should be reported in the user's **local timezone**.
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**Midnight-aligned windows:** For day units, compute an absolute start date at local midnight. For example, if today is 2026-03-18 and the window is 7 days, the start date is 2026-03-11. Use `--since="2026-03-11T00:00:00"` for git log queries. For hour units, use `--since="N hours ago"`.
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---
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### Step 1: Gather Raw Data
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First, fetch origin and identify the current user:
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```bash
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git fetch origin main --quiet
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git config user.name
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git config user.email
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```
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The name returned by `git config user.name` is **"you"** ... the person reading this retro. All other authors are teammates.
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Run ALL of these git commands (they are independent):
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```bash
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# All commits with timestamps, subject, hash, author, files changed
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git log origin/main --since="<window>" --format="%H|%aN|%ae|%ai|%s" --shortstat
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# Per-commit test vs total LOC breakdown with author
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git log origin/main --since="<window>" --format="COMMIT:%H|%aN" --numstat
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# Commit timestamps for session detection and hourly distribution
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git log origin/main --since="<window>" --format="%at|%aN|%ai|%s" | sort -n
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# Files most frequently changed (hotspot analysis)
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git log origin/main --since="<window>" --format="" --name-only | grep -v '^$' | sort | uniq -c | sort -rn
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# PR numbers from commit messages
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git log origin/main --since="<window>" --format="%s" | grep -oE '[#!][0-9]+' | sort -t'#' -k1 | uniq
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# Per-author file hotspots
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git log origin/main --since="<window>" --format="AUTHOR:%aN" --name-only
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# Per-author commit counts
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git shortlog origin/main --since="<window>" -sn --no-merges
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# Test file count
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find . -name '*.test.*' -o -name '*.spec.*' -o -name '*_test.*' -o -name '*_spec.*' 2>/dev/null | grep -v node_modules | wc -l
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# Test files changed in window
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git log origin/main --since="<window>" --format="" --name-only | grep -E '\.(test|spec)\.' | sort -u | wc -l
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```
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---
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### Step 2: Compute Metrics
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Calculate and present these metrics in a summary:
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- **Commits to main:** N
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- **Contributors:** N
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- **PRs merged:** N
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- **Total insertions:** N
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- **Total deletions:** N
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- **Net LOC added:** N
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- **Test LOC (insertions):** N
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- **Test LOC ratio:** N%
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- **Version range:** vX.Y.Z → vX.Y.Z
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- **Active days:** N
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- **Detected sessions:** N
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- **Avg LOC/session-hour:** N
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Then show a **per-author leaderboard** immediately below:
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```
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Contributor Commits +/- Top area
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You (garry) 32 +2400/-300 browse/
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alice 12 +800/-150 app/services/
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bob 3 +120/-40 tests/
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```
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Sort by commits descending. The current user always appears first, labeled "You (name)".
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---
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### Step 3: Commit Time Distribution
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Show hourly histogram in local time:
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```
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Hour Commits ████████████████
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00: 4 ████
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07: 5 █████
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...
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```
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Identify:
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- Peak hours
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- Dead zones
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- Bimodal pattern (morning/evening) vs continuous
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- Late-night coding clusters (after 10pm)
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---
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### Step 4: Work Session Detection
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Detect sessions using **45-minute gap** threshold between consecutive commits.
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Classify sessions:
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- **Deep sessions** (50+ min)
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- **Medium sessions** (20-50 min)
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- **Micro sessions** (<20 min, single-commit)
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Calculate:
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- Total active coding time
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- Average session length
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- LOC per hour of active time
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---
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### Step 5: Commit Type Breakdown
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Categorize by conventional commit prefix (feat/fix/refactor/test/chore/docs). Show as percentage bar:
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```
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feat: 20 (40%) ████████████████████
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fix: 27 (54%) ███████████████████████████
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refactor: 2 ( 4%) ██
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```
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Flag if fix ratio exceeds 50% ... signals a "ship fast, fix fast" pattern that may indicate review gaps.
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---
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### Step 6: Hotspot Analysis
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Show top 10 most-changed files. Flag:
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- Files changed 5+ times (churn hotspots)
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- Test files vs production files in the hotspot list
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- VERSION/CHANGELOG frequency
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---
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### Step 7: PR Size Distribution
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Estimate PR sizes and bucket them:
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- **Small** (<100 LOC)
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- **Medium** (100-500 LOC)
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- **Large** (500-1500 LOC)
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- **XL** (1500+ LOC)
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---
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### Step 8: Focus Score + Ship of the Week
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**Focus score:** Percentage of commits touching the single most-changed top-level directory. Higher = deeper focused work. Lower = scattered context-switching.
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**Ship of the week:** The single highest-LOC PR in the window. Highlight PR number, LOC changed, and why it matters.
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---
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### Step 9: Team Member Analysis
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For each contributor (including the current user), compute:
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1. **Commits and LOC** ... total commits, insertions, deletions, net LOC
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2. **Areas of focus** ... which directories/files they touched most (top 3)
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3. **Commit type mix** ... their personal feat/fix/refactor/test breakdown
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4. **Session patterns** ... when they code (peak hours), session count
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5. **Test discipline** ... their personal test LOC ratio
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6. **Biggest ship** ... their single highest-impact commit or PR
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**For the current user ("You"):** Deepest treatment. Include all session analysis, time patterns, focus score. Frame in first person.
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**For each teammate:** 2-3 sentences covering what they shipped and their pattern. Then:
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- **Praise** (1-2 specific things): Anchor in actual commits. Not "great work" ... say exactly what was good.
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- **Opportunity for growth** (1 specific thing): Frame as leveling-up, not criticism. Anchor in actual data.
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**If solo repo:** Skip team breakdown.
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**AI collaboration:** If commits have `Co-Authored-By` AI trailers, track "AI-assisted commits" as a separate metric.
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---
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### Step 10: Week-over-Week Trends (if window >= 14d)
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Split into weekly buckets and show trends:
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- Commits per week (total and per-author)
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- LOC per week
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- Test ratio per week
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- Fix ratio per week
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- Session count per week
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---
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### Step 11: Streak Tracking
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Count consecutive days with at least 1 commit, going back from today:
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```bash
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# Team streak
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git log origin/main --format="%ad" --date=format:"%Y-%m-%d" | sort -u
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# Personal streak
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git log origin/main --author="<user_name>" --format="%ad" --date=format:"%Y-%m-%d" | sort -u
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```
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Display both:
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- "Team shipping streak: 47 consecutive days"
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- "Your shipping streak: 32 consecutive days"
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---
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### Step 12: Load History & Compare
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Check for prior retro history in `memory/`:
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If prior retros exist, load the most recent one and calculate deltas:
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```
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Last Now Delta
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Test ratio: 22% → 41% ↑19pp
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Sessions: 10 → 14 ↑4
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LOC/hour: 200 → 350 ↑75%
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Fix ratio: 54% → 30% ↓24pp (improving)
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```
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If no prior retros exist, note "First retro recorded, run again next week to see trends."
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---
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### Step 13: Save Retro History
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Save a JSON snapshot to `memory/retro-YYYY-MM-DD.json` with metrics, authors, version range, streak, and tweetable summary.
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---
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### Step 14: Write the Narrative
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**Format for Telegram** (bullets, bold, no markdown tables in the final output).
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Structure:
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**Tweetable summary** (first line):
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> Week of Mar 1: 47 commits (3 contributors), 3.2k LOC, 38% tests, 12 PRs, peak: 10pm | Streak: 47d
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Then sections:
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- **Summary** ... key metrics
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- **Trends vs Last Retro** ... deltas (skip if first retro)
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- **Time & Session Patterns** ... when the team codes, session lengths, deep vs micro
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- **Shipping Velocity** ... commit types, PR sizes, fix-chain detection
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- **Code Quality Signals** ... test ratio, hotspots, churn
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- **Focus & Highlights** ... focus score, ship of the week
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- **Your Week** ... personal deep-dive for the current user
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- **Team Breakdown** ... per-teammate analysis with praise + growth (skip if solo)
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- **Top 3 Team Wins** ... highest-impact things shipped
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- **3 Things to Improve** ... specific, actionable, anchored in commits
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- **3 Habits for Next Week** ... small, practical, realistic (<5 min to adopt)
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---
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## Compare Mode
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When the user says "compare":
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- Run the retro for the current window
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- Run the retro for the prior same-length window
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- Present side-by-side metrics with arrows showing improvement/regression
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- Brief narrative on biggest changes
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---
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## Important Rules
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- **All times in local timezone.** Never set `TZ`.
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- **Format for Telegram.** Use bullets and bold. Avoid markdown tables in the final output.
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- **Praise anchored in commits.** Never say "great work" without naming what was good.
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- **Growth areas anchored in data.** Never criticize without evidence.
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- **Save history.** Every retro saves to `memory/` for trend tracking.
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- **Completion status:**
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- DONE ... retro generated, history saved
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- DONE_WITH_CONCERNS ... generated but missing data (e.g., no prior retros for comparison)
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- BLOCKED ... not in a git repo or no commits in window
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