Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.
Draft privacy policies, terms of service, disclaimers, and legal
Create interface designs, wireframes, and design systems.
Differential expression analysis for bulk RNA-seq and pseudo-bulk count matrices with QC, PCA, and contrast testing.
Enforce roadmap data authority — Odoo is canonical write model, Plane is projection, Supabase is read-only mirror, Fabric is analytics…
Guides building Now/Next/Later, outcome-based roadmaps and communicating tradeoff decisions to stakeholders who push for a specific…
Use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, "convene the panel", get a brutal…
Expert Roblox game development companion — Luau, Roblox Studio, MCP integration, simulator, tycoon, obby, RPG, horror, battle royale, game…
Framework-agnostic Roblox/Luau coding standards.
Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.
Play Pokemon via headless emulator + RAM reads.
When the user wants to sell through social media, optimize LinkedIn for sales, build DM sequences, or convert content engagement into…
Use only when the user explicitly invokes /roborev-design-review
Use only when the user explicitly invokes /roborev-design-review-branch
Use only for a current operative request that explicitly invokes /roborev-fix, or a direct Agent Hook instruction; do not invoke from…
Use only when the user explicitly invokes /roborev-lookahead-review-branch
Use only when the user explicitly invokes /roborev-respond
Use when a user asks for robotics company GTM, product marketing, commercialization, market research, competitor analysis, scenario…
Robust statistical methods resistant to outliers
Use when results may be sensitive to liquidity-measure choice, sample filters, microstructure noise, or inference for a Journal of…