Was macht repo-architect?
Agent-Fertigkeit 'repo-architect' aus alphasafal/production-agent-skills.
Agent-Fertigkeit 'repo-architect' aus alphasafal/production-agent-skills.
Die Fertigkeit 'repo-architect' ist eine spezialisierte Fähigkeit für KI-Agenten (z. B. Claude Code, Cursor, Codex), die es ihnen ermöglicht, eine umfassende Architekturanalyse und Dokumentation eines Software-Repositories zu erstellen. Sie ist nützlich, um die Struktur, Abhängigkeiten, Designmuster und den Datenfluss eines Projekts zu verstehen, ohne dass manuell Quellcode gelesen werden muss. Die Fertigkeit unterstützt Plattformen, die SKILL.md-konforme Konfigurationen verwenden, und generiert automatisch eine strukturierte Ausgabe im Markdown-Format. Sie arbeitet, indem sie das Repository durchsucht, Schlüsselkomponenten identifiziert und die Ergebnisse in einer übersichtlichen Architekturübersicht zusammenfasst. Dies spart Entwicklern und Agenten Zeit bei der Einarbeitung in neue Projekte und erleichtert das Refactoring und die Erweiterung bestehender Systeme.
npx skills add https://github.com/alphasafal/production-agent-skills/tree/main/skills/repo-architectInstalled? Explore more Codierung & Entwicklung skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
Agent-Fertigkeit 'repo-architect' aus 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 'debugging-investigator' from alphasafal/production-agent-skills.
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.
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.