debugging-investigator は何をしますか？
エージェントスキル「debugging-investigator」（alphasafal/production-agent-skills 提供）
エージェントスキル「debugging-investigator」は、alphasafal/production-agent-skills から提供されます。
このスキルは、AIエージェント（Claude Code、Cursor、Codexなど）がソフトウェアのデバッグを体系的かつ効率的に行えるように設計されています。主な目的は、エラーログやクラッシュレポートを分析し、根本原因を特定して修正案を提案することです。特に、複雑なシステムや大規模コードベースでの問題調査を自動化し、開発者の負担を軽減します。対応プラットフォームは特定されていませんが、一般的なAIエージェント環境で動作することを想定しています。スキルは、与えられたエラー情報を解析し、関連するコード領域を探索し、過去の修正パターンやベストプラクティスに基づいて推論を行います。
npx skills add https://github.com/alphasafal/production-agent-skills/tree/main/skills/debugging-investigatorInstalled? Explore more コーディング＆開発 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
エージェントスキル「debugging-investigator」（alphasafal/production-agent-skills 提供）
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 'feature-to-production' 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.