feature-to-production は何をしますか？
「alphasafal/production-agent-skills」に含まれるエージェントスキル「feature-to-production」です。
フィーチャーから本番環境へのデプロイを自動化するエージェントスキル
これは「alphasafal/production-agent-skills」リポジトリに含まれる「feature-to-production」スキルです。開発者がコードのフィーチャーブランチから本番環境へのデプロイパイプラインを効率的に管理するためのAIエージェントスキルです。主にClaude CodeやCodexなどのコード生成・アシスタントツール向けに設計されており、Gitワークフロー、CI/CDパイプライン、テスト戦略、ロールバック手順などを自動化します。このスキルを利用することで、手動で行っていたデプロイ関連のタスクを大幅に削減し、安全かつ迅速なリリースプロセスを実現できます。元のリポジトリでは複数のプロダクションエージェントスキルが提供されており、本スキルはその中でも特にコードのフィーチャーから本番公開までの一連の流れに焦点を当てています。
npx skills add https://github.com/alphasafal/production-agent-skills/tree/main/skills/feature-to-productionInstalled? Explore more コーディング＆開発 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
「alphasafal/production-agent-skills」に含まれるエージェントスキル「feature-to-production」です。
This repo contains 7 individual skills — each has its own dedicated page.
Runs an end-to-end structured tabular data science workflow: problem framing, schema/leakage/missingness checks, EDA, baseline before modeling, feature engineering, model comparison against the baseline, and error/slice analysis. Use when asked to analyze a dataset, build a predictive model, evaluate a model's performance, or investigate a data quality issue in tabular data. Do not use for pure data engineering/ETL with no analysis or modeling question, for unstructured data (images/audio/free text at scale) without a tabular framing, or when the task is answerable by a single summary statistic with no need for the full workflow — say so and just answer it.
Agent skill 'debugging-investigator' from alphasafal/production-agent-skills.
Agent skill 'production-code-review' from alphasafal/production-agent-skills.
Agent skill 'product-manager' from alphasafal/production-agent-skills.
Agent skill 'repo-architect' from alphasafal/production-agent-skills.
Turns research into an auditable technical or product decision: defines the decision and constraints, gathers evidence with sources, separates evidence from assumption, compares alternatives against explicit criteria, and produces an ADR. Use when choosing between technologies/approaches ("Kafka vs SQS", "build vs buy"), documenting the reasoning behind a decision already made, or when asked to "research this and recommend one." Do not use for implementing the chosen option (that's a separate skill), or for open-ended research with no decision to make at the end.
Agent skill 'system-design-reviewer' from alphasafal/production-agent-skills.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.