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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/aitechnerd-retro
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About
Use cases: marketing
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/retro
What's inside
- Skill name
retro- Description
- Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas.
- License
- MIT
- Instructions
- 416 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- allowed-tools: must be a space-separated string
Files (1)
- SKILL.md
SKILL.md (first lines)
# /retro — Weekly Engineering Retrospective 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. Designed for a senior IC/CTO-level builder using Claude Code as a force multiplier. ## User-invocable When the user types `/retro`, run this skill. ## Arguments - `/retro` — default: last 7 days - `/retro 24h` — last 24 hours - `/retro 14d` — last 14 days - `/retro 30d` — last 30 days - `/retro compare` — compare current window vs prior same-length window - `/retro compare 14d` — compare with explicit window ## Instructions Parse the argument to determine the time window. Default to 7 days if no argument given. Use `--since="N days ago"`, `--since="N hours ago"`, or `--since="N weeks ago"` (for `w` units) for git log queries. All times should be reported in **Pacific time** (use `TZ=America/Los_Angeles` when converting timestamps). **Argument validation:** If the argument doesn't match a number followed by `d`, `h`, or `w`, the word `compare`, or `compare` followed by a number and `d`/`h`/`w`, show this usage and stop: ``` Usage: /retro [window] /retro — last 7 days (default) /retro 24h — last 24 hours /retro 14d — last 14 days /retro 30d — last 30 days /retro compare — compare this period vs prior period /retro compare 14d — compare with explicit window ``` ### Step 1: Gather Raw Data First, fetch origin and identify the current user: ```bash git fetch origin main --quiet # Identify who is running the retro git config user.name git config user.email ``` The name returned by `git config user.name` is **"you"** — the person reading this retro. All other authors are teammates. Use this to orient the narrative: "your" commits vs teammate contributions. Run ALL of these git commands in parallel (they are independent): ```bash # 1. All commits in window with timestamps, subject, hash, AUTHOR, files changed, insertions, deletions git log origin/main --since="<window>" --format="%H|%aN|%ae|%ai|%s" --shortstat # 2. Per-commit test vs total LOC breakdown with author # Each commit block starts with COMMIT:<hash>|<author>, followed by numstat lines. # Separate test files (matching test/|spec/|__tests__/) from production files. git log origin/main --since="<window>" --format="COMMIT:%H|%aN" --numstat # 3. Commit timestamps for session detection and hourly distribution (with author) # Use TZ=America/Los_Angeles for Pacific time conversion TZ=America/Los_Angeles git log origin/main --since="<window>" --format="%at|%aN|%ai|%s" | sort -n # 4. Files most frequently changed (hotspot analysis) git log origin/main --since="<window>" --format="" --name-only | grep -v '^$' | sort | uniq -c | sort -rn # 5. PR numbers from commit messages (extract #NNN patterns) git log origin/main --since="<window>" --format="%s" | grep -oE '#[0-9]+' | sed 's/^#//' | sort -n | uniq | sed 's/^/#/' # 6. Per-author file hotspots (who touches what) git log origin/main --since="<window>" --format="AUTHOR:%aN" --name-only # 7. Per-author commit counts (quick summary) git shortlog origin/main --since="<window>" -sn --no-merges ``` ### Step 2: Compute Metrics Calculate and present these metrics in a summary table: | Metric | Value | |--------|-------| | Commits to main | N | | Contributors | N | | PRs merged | N | | Total insertions | N | | Total deletions | N | | Net LOC added | N | | Test LOC (insertions) | N | | Test LOC ratio | N% | | Version range | vX.Y.Z.W → vX.Y.Z.W | | Active days | N | | Detected sessions | N | | Avg LOC/session-hour | N | Then show a **per-author leaderboard** immediately below: ``` Contributor Commits +/- Top area You (name) 32 +2400/-300 src/ alice 12 +800/-150 app/services/ bob 3 +120/-40 tests/ ``` Sort by commits descending. The current user (from `git config user.name`) always appears first, labeled "You (name)". ### Step 3: Commit Time Distribution Show hourly histogram in Pacific time using bar chart: ``` Hour Commits ████████████████ 00: 4 ████ 07: 5 █████ ... ``` Identify and call out: - Peak hours - Dead zones - Whether pattern is bimodal (morning/evening) or continuous - Late-night coding clusters (after 10pm) ### Step 4: Work Session Detection
From aitechnerd/ai-dev-team, MIT.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 22, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/aitechnerd/ai-dev-team
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
retro skill. Agent Mart. https://agentmart.dev/skills/aitechnerd-retro (last updated 2026-10-24)