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Claude Skills by karsten-s-nielsen
github.com/karsten-s-nielsen11 skills2 installs14 views
- Architecture AuditComprehensive architecture audit with two modes and a single tier (beta). Planning mode evaluates architectural patterns, bounded context decomposition, dependency direction, and SOLID compliance for new systems. Audit mode scans existing codebases for architectural drift, coupling violations, domain model quality, dependency direction violations, and structural anti-patterns. Grounded in Hexagonal Architecture (Cockburn), Domain-Driven Design (Evans/Vernon), Clean Architecture (Martin), SOLI...Votes: 0GitHub stars: 3
- C4Creates interactive C4 model architecture diagrams using Structurizr DSL — the official C4 notation by Simon Brown. Produces self-contained single-file HTML visualizations with embedded SVGs rendered locally via Java 21+ and the Structurizr export pipeline (structurizr.war + plantuml.jar). Generates System Context, Container, Component, Dynamic, and Deployment diagrams with tabbed navigation, DSL panel, and copyable Structurizr DSL source. Requires Java 21+. Use when the user asks for archite...Votes: 0GitHub stars: 3
- Cognitive Interface AuditComprehensive cognitive interface audit with two modes and a single tier. Planning mode designs task models, user expertise mapping, and error tolerance strategy. Audit mode evaluates mental model alignment (Norman's Gulfs), consistency (Gestalt), error tolerance (Wood 7-layer defense), cognitive load (NASA-TLX, Dual-Process), visual grounding (Gergle), trust calibration (Lee & See), data visualization integrity (Kirk, Cleveland & McGill, Brewer ColorBrewer palette enforcement), ecological co...Votes: 0GitHub stars: 3
- Documentation AuditComprehensive documentation audit with two modes and a single tier. Planning mode designs documentation strategy, content type maps, learning paths, and scaffolding architecture. Audit mode evaluates linguistic precision (Strunk & White, Google/Microsoft style guides), structural taxonomy (Diataxis quadrant classification, Good Docs Project), pedagogical scaffolding (Carroll's Minimalism, Cognitive Load Theory, Merrill's First Principles, Lemov techniques), cross-document consistency, reposit...Votes: 0GitHub stars: 3
- Final ReviewPre-commit quality gate — reviews all code and documentation for consistency, best practices, and completeness, then generates or updates the C4 architecture diagram. Use before committing, or when you want a thorough quality check of the project. Triggers on phrases like "final review", "pre-commit check", "review everything before commit", or "make sure everything is up to date".Votes: 0GitHub stars: 3
- Measure Before OptimizePre-change measurement gate for perf-sensitive functions. Use BEFORE modifying any function that has a pytest-benchmark test, appears in a performance baselines file, or is flagged as a hot path in CLAUDE.md / AGENTS.md. Captures baseline median and p95, verifies the change does not regress beyond a configurable threshold, reports the delta. Peer skill to optimization-audit — this one is pre-change; that one is retrospective.Votes: 0GitHub stars: 3
- Observability AuditComprehensive observability audit with two modes and two tiers (beta). Planning mode designs telemetry strategy, SLIs/SLOs, and instrumentation architecture. Audit mode scans code and infrastructure for observability gaps including logging, metrics, tracing, alerting, pipeline monitoring, and ML model drift detection. Each phase has Standard (free/open-source tools, always actionable) and Enterprise (paid observability platforms, aspirational checklist) tiers. Use when asked to "observability...Votes: 0GitHub stars: 3
- Optimization AuditComprehensive optimization audit with two modes and a single tier. Planning mode designs performance strategy, capacity planning, and scaling architecture. Audit mode scans code and infrastructure for performance anti-patterns, inefficient algorithms, N+1 queries, missing caching, concurrency issues, and resource waste. Single tier — optimization tools are overwhelmingly free/open-source. Use when asked to "optimization audit", "performance review", "find bottlenecks", "optimize this", "check...Votes: 0GitHub stars: 3
- Security AuditComprehensive security audit with two modes and two tiers. Planning mode reviews architecture for security gaps (STRIDE threat modeling, auth design, data classification, AI regulatory compliance). Audit mode scans code, infrastructure, dependencies, and secrets for vulnerabilities. Covers OWASP Top 10, ML/AI model security (serialization safety, provenance, poisoning), AI regulatory compliance (EU AI Act, biometric privacy, EU Data Act), web security headers, API boundary security, authentic...Votes: 0GitHub stars: 3
- Unbiased ReviewUse when reviewing a spec, plan, or implementation produced by another session - verifies its claims against the actual repo, grades TDD and hexagonal discipline, and reports severity-ranked findings without writing the fix. Triggers on "review this spec/plan/implementation", "second opinion on", "check this design", "re-review", or when handed an artifact path plus a request to critique it.Votes: 0GitHub stars: 3
- Research DisciplineUse when designing or validating a quantitative metric, model, or ranking, when pre-registering an analysis, or before shipping a research claim or write-up to a paper, deck, post, or proposal — pre-registers the E1–E7 metric-design anti-patterns, the validity ladder (construct → face → predictive → robustness), and the multi-pass review protocol. Also use when scrutinising a research metric or empirical claim for soundness. Triggers on "design a metric", "validate this metric/model/ranking",...Votes: 0GitHub stars: 3