Detect documentation drift against filesystem state.
Test agents via subagents: known inputs, captured outputs, verification.
Read public Bluesky feeds via AT Protocol API.
TypeScript type checking via tsc --noEmit with actionable error output.
Critique-and-rewrite loop for voice fidelity validation.
Use when kotlin coroutines for structured concurrency including suspend functions, coroutine builders, Flow, channels, and patterns for building efficient asynchronous code with…
Enterprise search engineering — relevance tuning, query understanding, index management, search quality measurement, ranking optimization, schema design.
Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical…
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.
Intelligently reduce article length while preserving value. Does not arbitrarily truncate.
Creates simple Three.js web apps with scene setup, lighting, geometries, materials, animations, and responsive rendering.
Legal workflows — contract review, compliance checks, NDA triage, risk assessment, legal briefs. Use when reviewing contracts, checking compliance, triaging NDAs, assessing legal…
Manage compute instances on SAP Converged Cloud. Covers server lifecycle, flavor selection, status transitions, and cross-service correlation with networking and storage.
Facility operations, bed management, capacity planning, staffing models, patient flow optimisation, and operational KPIs for healthcare organisations.
Build full-stack web applications powered by Google Gemini's Nano Banana & Nano Banana Pro image generation APIs.
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…
Kotlin testing with JUnit 5, MockK, Spring test slices, and Testcontainers. Provides mocking patterns, test slice selection, and TDD workflow for Spring Boot + Kotlin.
PHP code quality: PSR standards, strict types, framework idioms.
PHP testing patterns: PHPUnit, test doubles, database testing.
Mandatory rules for agents in git worktree isolation.
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.