debugging-investigator 是做什麼的？
AI Agent 除錯調查技能，來自 alphasafal/production-agent-skills。
AI Agent 除錯調查技能，協助系統化定位與解決程式錯誤。
此技能專為 AI Agent（如 Claude Code、Cursor、Codex）設計，提供一套系統性的除錯調查流程。它能幫助開發者自動化重現問題、分析堆疊追蹤、檢查變數狀態，並逐步收斂錯誤來源，最終提出可行修復方案。支援多種開發環境與語言，適用於本地及遠端除錯場景。透過結構化的指令與提示模板，Agent 能更快識別根本原因，減少手動排查時間，提升除錯效率。
npx skills add https://github.com/alphasafal/production-agent-skills/tree/main/skills/debugging-investigatorInstalled? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
AI Agent 除錯調查技能，來自 alphasafal/production-agent-skills。
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.