debugging-investigator 是做什么的?
来自 alphasafal/production-agent-skills 的代理技能“调试调查员”。
用于生产环境的AI代理调试与调查技能,帮助系统化排查问题。
alphasafal/debugging-investigator 是一个面向生产环境的 AI 代理技能,专门用于协助开发者系统化地调查和调试复杂问题。该技能通过引导代理遵循结构化调试流程,收集上下文信息、分析错误日志、识别潜在根因,并给出可操作的修复建议。它适用于 Claude Code、Cursor、Codex 等主流 AI 编程工具,工作方式基于预定义的 SKILL.md 文档,要求代理按步骤执行:定义问题、收集数据、形成假设、验证假设、解决问题。该技能的核心价值在于将非结构化的调试过程标准化,减少猜测,提升问题解决效率。
npx skills add https://github.com/alphasafal/production-agent-skills/tree/main/skills/debugging-investigatorInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
来自 alphasafal/production-agent-skills 的代理技能“调试调查员”。
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.