Python quality checks: ruff, pytest, mypy, bandit in deterministic order.
Multi-language code quality gate with auto-detection and linters.
TypeScript type checking via tsc --noEmit with actionable error output.
Zsh shell configuration, PATH management, completions, and framework setup.
Read-only exploration, inspection, and reporting without modifications.
Question-only debugging: guide users to find root causes themselves.
Generate project-specific CLAUDE.md from repo analysis.
Generate images from text prompts via Google Gemini.
Legal document generation and compliance guidance for indie Apple developers. Covers privacy policies, terms of service, EULAs, GDPR/CCPA/DPDP compliance, and Apple App Store…
Creates simple Three.js web apps with scene setup, lighting, geometries, materials, animations, and responsive rendering.
Manage compute instances on SAP Converged Cloud. Covers server lifecycle, flavor selection, status transitions, and cross-service correlation with networking and storage.
Drive the Hermes/Maia Concourse dev-branch deploy workflow — test stack changes in a live lab before merging to master.
Kotlin testing with JUnit 5, MockK, Spring test slices, and Testcontainers. Provides mocking patterns, test slice selection, and TDD workflow for Spring Boot + Kotlin.
Still-to-video conversion guide: model selection, motion prompting, and camera movement. Covers Wan 2.5 i2v, Seedance, Fabric, Grok Video with when to use each.
Use when kotlin coroutines for structured concurrency including suspend functions, coroutine builders, Flow, channels, and patterns for building efficient asynchronous code with…
Run the full evidence-to-live implementation workflow for large, multi-system, multi-wave, or CPU-delegated 5 Star Booker GM programs.
Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical…
Intelligently reduce article length while preserving value. Does not arbitrarily truncate.
Build full-stack web applications powered by Google Gemini's Nano Banana & Nano Banana Pro image generation APIs.
Legal workflows — contract review, compliance checks, NDA triage, risk assessment, legal briefs. Use when reviewing contracts, checking compliance, triaging NDAs, assessing legal…
Facility operations, bed management, capacity planning, staffing models, patient flow optimisation, and operational KPIs for healthcare organisations.
Enterprise search engineering — relevance tuning, query understanding, index management, search quality measurement, ranking optimization, schema design.
Multi-agent consultation for architecture decisions.
Kubernetes debugging for pod failures and networking.
People operations workflows — recruiting pipeline, performance reviews, compensation analysis, offer drafting, interview prep, onboarding, org planning.
Mandatory rules for agents in git worktree isolation.
PHP testing patterns: PHPUnit, test doubles, database testing.
PHP code quality: PSR standards, strict types, framework idioms.