Write commit messages that say why, not just what.
TL;DR:
git add -p && /commit-narrator→ a conventional-commit message with a real rationale, not "fix stuff".
- 🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems.
- 📄 LinkedIn Articles — All published articles
- 📊 LinkedIn Documents — Research papers and technical documents
Dev.to
- Why AI Agents Fail?
- We Ship to Production Without Tests. Here's How It Destroyed Us.
- I built a product in one AI session. Here's the system that made it ship right.
- Remote Work Didn't Break Productivity — It Broke Human Connection
- Hermes vs OpenClaw: Which AI assistant would you actually trust?
- Strategic LLM Adoption: A Director's Guide to Fine-Tuning Models
- The Context Window Lie: Why Your LLM Remembers Nothing
- Stop Your AI Agent From Building Tools That Already Exist
- Why Versioned SQL Beats Vector RAG for Agent Memory Systems
- I Got Access to 136 AI Models for Free — NVIDIA NIM API Deep Dive
- Your Agent Isn't Reflecting. It's Performing Reflection.
- How I Stopped My AI Agent From Reinventing the Wheel
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
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📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
git clone https://github.com/mturac/pluginpool-commit-narrator ~/.claude/plugins/commit-narratorRestart Claude Code; the slash command /commit-narrator appears.
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
git add -p
/commit-narratorOr invoke the helper directly:
git diff --staged | python3 scripts/narrate.py --diff -
python3 scripts/narrate.py --format json-
✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
| Flag | Default | Description |
|---|---|---|
--diff PATH / - |
git diff --cached |
Read diff from path or stdin |
--format |
text |
text or json |
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
feat(api): add login throttle
Changed files:
- src/api/auth.py
- tests/test_auth.py
Throttle prevents brute-force enumeration on the /login endpoint by
rate-limiting on (ip, email) — the abuse pattern surfaced in the
2026-Q2 incident review.
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
- Reads the staged diff (or a path you give it).
- Classifies the change type —
feat / fix / refactor / docs / test / chore / perf— using path patterns and patch-hunk heuristics. - Derives a scope from the most-touched top-level directory.
- Emits a conventional-commit subject plus a body listing changed files and a placeholder
WHYline. - Claude reads the helper's output and the diff, then replaces the placeholder with rationale that the diff actually supports.
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
- Heuristics are intentionally conservative. You'll get
chorefor messy mixed diffs — that's a signal to split the commit, not a bug. - The helper itself never calls a network service; only the slash command's Claude pass adds language.
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
Step-by-step walkthroughs with real input fixtures and the helper's actual output live in examples/. Three or four scenarios per plugin — from the happy path to the edge cases the test suite guards.
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
Ten focused Claude Code plugins for everyday productivity: commit-narrator · pr-storyteller · test-gap · deps-doctor · env-lint · secret-guard · standup-gen · todo-harvest · flaky-detector · changelog-forge
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✍️ Dev.to · TuracTheThinker — Technical articles on AI, agentic systems, and production engineering
-
📄 LinkedIn Articles — Industry insights and analysis
-
📊 LinkedIn Documents — Research papers and technical documents
-
🗡️ Çift Yüzlü Katana: Yapay Zeka Dönüşümlerinin Gerçekçi Bir Analizi — AI transformations realistic analysis. The 5 illusions that compound into expensive, fragile systems. (LinkedIn, 2026)
MIT — see LICENSE. Contributions welcome.