All Skills

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks.

Laravel architecture patterns: routing, controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps.

Test-driven development for Laravel with PHPUnit and Pest: factories, database testing, fakes, and coverage targets.

Verification loop for Laravel: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

Decision framework for choosing between regex and LLM when parsing structured text. Start with regex for deterministic patterns, add LLM only for low-confidence edge cases.

Idiomatic Go patterns: error handling conventions, interface design, goroutine and channel concurrency, context propagation, struct embedding, and package organization for maintainable Go applications.

Python testing with pytest: fixtures, parametrize, mocking with unittest.mock, hypothesis property-based testing, coverage with pytest-cov, and TDD methodology for Python applications.

AI-assisted video editing: FFmpeg processing, Remotion programmatic video, ElevenLabs voiceover, fal.ai generation, and final polish with Descript or CapCut. Full pipeline from raw capture to published content.

Video and audio processing pipeline: ingest from files, URLs, RTSP feeds, or desktop capture. Extract frames, build visual/semantic/temporal indexes, search moments with timestamps. Timeline edits, subtitles, overlays, dubbing, and transcoding.

Multi-agent coding orchestration via Claude DevFleet: plan projects, dispatch parallel agents in isolated git worktrees, monitor progress, and read structured completion reports.

Pythonic idioms: PEP 8 style, type hints with mypy, dataclasses and protocols, generator patterns, context managers, async/await with asyncio, and package structure for maintainable Python.

Go testing patterns: table-driven tests, subtests, benchmarks, fuzzing, httptest for API testing, testify assertions, and coverage measurement with TDD methodology.

ClickHouse database patterns: columnar query optimization, MergeTree engine selection, materialized views, data ingestion pipelines, partition strategies, and high-performance analytical workload design.

Declarative intermediate schema pattern for AI agent task execution: intent capture, schema validation, execution planning, and result verification. Separates what from how in agent workflows.

Unified AI media generation via fal.ai MCP: text-to-image, text/image-to-video with Seedance/Kling/Veo, text-to-speech with CSM-1B, and video-to-audio with ThinkSound.

Supply chain demand planning patterns: demand forecasting, safety stock calculation, reorder point optimization, ABC/XYZ classification, seasonal adjustment, and inventory health scoring.

Logistics exception handling patterns: shipment delay detection, damage claim workflows, customs hold resolution, delivery failure escalation, and automated exception classification with SLA tracking.

Quality management system patterns: nonconformance reporting, CAPA workflows, root cause analysis, disposition tracking, supplier quality management, and audit trail generation for ISO 9001 and regulated manufacturing.

Manufacturing production scheduling patterns: capacity planning, constraint-based scheduling, changeover optimization, work order sequencing, bottleneck detection, and real-time schedule adjustment.

Reverse logistics patterns: return authorization workflows, disposition routing, refurbishment tracking, warranty claim processing, sustainability metrics, and customer return experience optimization.

Logistics carrier management patterns: rate negotiation tracking, performance scorecards, capacity allocation, lane optimization, contract management, and carrier compliance monitoring.

Energy procurement patterns: contract negotiation workflows, spot vs forward pricing analysis, renewable energy certificate tracking, demand response program management, and regulatory compliance for utility procurement.

Trade compliance automation patterns: HS classification, tariff calculation, denied party screening, export controls, FTZ management, customs brokerage workflows, and regulatory audit trails for cross-border commerce.

Universal coding standards: immutability by default, file organization, naming conventions, error handling patterns, TypeScript strict mode, React component patterns, and Node.js best practices.