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KI-Masterclass β€” Claude Code Skills for Serious AI Development

A battle-tested skill collection for Claude Code β€” built in production inside an autonomous trading system, generalized for any software project.

Core idea: AI writes your code. Governance makes sure you still understand why in six months.


What Is This?

Not prompts. Not templates. Skills β€” structured workflows that turn Claude Code into a complete development partner: with enforced traceability, machine-level governance, and a real feedback loop between idea and outcome.

Every skill in this repository solves a real problem that emerged while building a live system with 200+ files, 15+ AI agents, and real money on the line β€” without governance. This is what we learned.

β†’ Full setup guide (German): HANDBUCH.md


System Overview

Bootstrap Skill β€” 5-Phase Workflow

From empty folder to governance-ready project in 5 guided phases β€” Git hooks, skill set, self-healing monitor and global registry entry included.


The Skills

Listed in the order you'd typically use them in a development cycle.

Skill Command What it does
bootstrap /bootstrap Start here. Sets up a new project in 5 phases β€” CLAUDE.md, Linear integration, Git hooks, full skill set.
ideation /ideation Idea β†’ 4-perspective research β†’ Linear issue with acceptance criteria. Prevents gut-feeling decisions.
backlog /backlog Sprint planning β€” which story now, which later, and why. Dependency-aware prioritization.
implement /implement 8-step protocol: Agent pattern β†’ Spec β†’ Code β†’ Governance validation β†’ Commit.
architecture-review /architecture-review Reviews 8 architecture dimensions β€” risks, tech debt, improvement potential.
security-architect /security-architect STRIDE threat modeling, OWASP Top 10:2025, ASVS 5.0. Four modes: Design / Review / Audit / Skill-Scan.
research /research 2-tier routing: Quick (WebSearch) or Deep (Perplexity sonar + cross-check).
sprint-review /sprint-review Quarterly audit: architecture health, tech debt, backlog hygiene.
grafana /grafana Grafana Cloud dashboards via MCP β€” panels, PromQL queries, alert rules directly from Claude Code.
cloud-system-engineer /cloud-system-engineer VPS/Docker infrastructure: health checks, firewall, DNS, resources. Usable as a teammate in agent teams.
visualize /visualize Generate architecture diagrams in Miro from existing documentation files.
skill-creator /skill-creator Create, package and register new skills into the global registry.
design-md-generator /design-md-generator Extracts a website's visual design system into a machine-readable DESIGN.md (Google Stitch format) + HTML previews.

How the Skills Work Together

A typical development cycle looks like this:

πŸ’‘ Idea
  └─ /ideation ──→ Linear issue + ACs (4 perspectives, research-backed)
       └─ /backlog ──→ Prioritization: which story goes next?
            └─ /implement ──→ Spec file β†’ Code β†’ Governance validation β†’ Commit
                 └─ /architecture-review ──→ Risks? Tech debt?
                      └─ /sprint-review ──→ Quarterly audit: what worked?

Governance hooks run automatically on every git commit and git push:

  • spec-gate.sh β€” blocks commits without a linked spec file
  • doc-version-sync.sh β€” blocks pushes when documentation is out of sync

No spec, no commit. That's the difference between a prompt and a governance framework.


Where to Start

Situation Recommendation
New project, empty folder β†’ /bootstrap β€” start here
Existing project, needs structure β†’ HANDBUCH.md Β§4 β€” step-by-step retrofit
Just one specific skill β†’ Clone the desired skill folder and install it
Want to understand everything first β†’ HANDBUCH.md β€” full reference

Prerequisites

  • Claude Code (CLI or IDE extension)
  • Linear account + API key (issue tracking)
  • GitHub repository for your project
  • Optional extensions: Grafana Cloud, Miro, Hostinger VPS β€” skills use what's available

Born from the OpenCLAW Trading System β€” an autonomous crypto trading bot with 15+ AI agents, 34 self-healing checks, and $200k+ demo capital in production.


KI-Masterclass β€” Claude Code Skills fΓΌr ernsthafte KI-Entwicklung

Eine battle-tested Skill-Sammlung fΓΌr Claude Code β€” entstanden im Produktivbetrieb eines autonomen Trading-Systems, generalisiert fΓΌr jedes Software-Projekt.

Kernidee: KI schreibt deinen Code. Governance stellt sicher, dass du in 6 Monaten noch weißt warum.


Was ist das hier?

Keine Prompts. Keine Templates. Skills β€” strukturierte Workflows die Claude Code zu einem vollstΓ€ndigen Entwicklungspartner machen: mit erzwungener Traceability, maschineller Governance und einem echten Feedback-Loop zwischen Idee und Ergebnis.

Jeder Skill in diesem Repository lΓΆst ein echtes Problem das entstanden ist, als ein reales System mit 200+ Dateien, 15+ KI-Agents und Echtgeld-Einsatz ohne Governance gebaut wurde. Das hier ist die Lehre daraus.

β†’ Komplettes Handbuch mit Schritt-fΓΌr-Schritt-Setup: HANDBUCH.md


Das System im Überblick

Bootstrap Skill β€” 5-Phasen-Workflow

Vom leeren Ordner zum governance-ready Projekt in 5 gefΓΌhrten Phasen β€” Governance-Hooks, Skill-Set, Self-Healing-Monitor und globaler Registry-Eintrag inklusive.


Die Skills

In der Reihenfolge des typischen Einsatzes im Entwicklungs-Workflow.

Skill Befehl Was er tut
bootstrap /bootstrap Einstieg: Neues Projekt in 5 Phasen aufsetzen β€” CLAUDE.md, Linear, Git-Hooks, Skill-Set.
ideation /ideation Idee β†’ 4-Perspektiven-Research β†’ Linear Issue mit ACs. Verhindert BauchgefΓΌhl-Entscheidungen.
backlog /backlog Sprint Planning β€” welche Story jetzt, welche nach hinten, warum? AbhΓ€ngigkeiten-aware.
implement /implement 8-Schritte-Protokoll: Agent-Pattern β†’ Spec β†’ Code β†’ Governance-Validation β†’ Commit.
architecture-review /architecture-review PrΓΌft 8 Architektur-Dimensionen β€” Risiken, Tech Debt, Verbesserungspotential.
security-architect /security-architect STRIDE Threat Modeling, OWASP Top 10:2025, ASVS 5.0 β€” 4 Modi (Design/Review/Audit/Skill-Scan).
research /research 2-Tier-Routing: Quick (WebSearch) oder Deep (Perplexity sonar + Gegencheck).
sprint-review /sprint-review Quartals-Audit: Architektur-Gesundheit, Tech Debt, Backlog-Hygiene.
grafana /grafana Grafana Cloud Dashboards via MCP β€” Panels, PromQL, Alert Rules direkt aus Claude Code.
cloud-system-engineer /cloud-system-engineer VPS/Docker-Infrastruktur: Health-Check, Firewall, DNS, Ressourcen. Als Teammate in Agent-Teams einsetzbar.
visualize /visualize Architektur-Diagramme in Miro aus bestehenden Doku-Dateien generieren.
skill-creator /skill-creator Neue Skills erstellen, paketieren und in die globale Registry einbinden.
design-md-generator /design-md-generator Extrahiert das visuelle Design-System einer Website als maschinenlesbare DESIGN.md (Google-Stitch-Format) + HTML-Previews.

Wie die Skills zusammenspielen

πŸ’‘ Idee
  └─ /ideation ──→ Linear Issue + ACs (4 Perspektiven, Research-backed)
       └─ /backlog ──→ Priorisierung: welche Story jetzt?
            └─ /implement ──→ Spec-File β†’ Code β†’ Governance-Validation β†’ Commit
                 └─ /architecture-review ──→ Risiken? Tech Debt?
                      └─ /sprint-review ──→ Quartals-Audit: Was hat funktioniert?

Governance-Hooks laufen automatisch bei jedem git commit und git push:

  • spec-gate.sh β€” blockiert Commits ohne verknΓΌpftes Spec-File
  • doc-version-sync.sh β€” blockiert Pushes wenn Doku-Dateien veraltet sind

Wo anfangen?

Situation Empfehlung
Neues Projekt, leerer Ordner β†’ /bootstrap
Bestehendes Projekt, Chaos β†’ HANDBUCH.md Β§4
Nur einzelne Skills β†’ GewΓΌnschten Skill-Ordner klonen und installieren
Alles verstehen bevor ich anfange β†’ HANDBUCH.md

Entstanden aus dem OpenCLAW Trading System β€” einem autonomen Krypto-Trading-Bot mit 15+ KI-Agents, 34 Self-Healing-Checks und 200k+ Demo-Kapital im Produktivbetrieb.

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