Business & Operations

Help users make better hiring decisions. Use when someone is evaluating job candidates, making hiring decisions, conducting reference checks, reviewing work samples or take-homes, calibrating their hiring bar, or deciding between finalists.

Develop and run agent behavior evaluations. Use this skill when asked to "write evals", "test agent behavior", "create eval cases", "run evals", "add eval tests", "test tool selection", "verify agent responses", or when developing tests for agents. Covers YAML eval case creation, assertion types, mock configuration, multi-model matrix testing, and LLM-as-judge scoring.

Expert skill for building high-performance EUR/CAD forex trading bots with IBKR integration, advanced strategies, news analysis, and proven high win-rate systems for both demo and live environments

Scans EU funding databases (Horizon Europe, ERDF, Digital Europe, Innovation Fund) to identify grant opportunities matching UBOS capabilities. Tracks deadlines with multi-level reminders (90/60/30/7 days), scores opportunities by fit (0-5), and generates opportunity briefs. Use when discussing EU grants, funding opportunities, or when tracking the €70M+ pipeline. Automatically runs daily at 09:00 UTC.

Enables Claude to browse Etsy products, manage favorites, and explore handmade items

View investment accounts, check portfolio, monitor positions, and research investments on E*TRADE

Production ETL patterns orchestrator. Routes to core reliability patterns and incremental load strategies.

Incremental data loading patterns including backfill strategies, CDC, timestamp-based loads, and pipeline orchestration.

Research ethics, IRB compliance, and data privacy analysis.

Use when making quick order-of-magnitude estimates under uncertainty (market sizing, resource planning, feasibility checks), decomposing complex quantities into estimable parts, bounding unknowns with upper/lower limits, sanity-checking strategic assumptions, or when user mentions Fermi estimation, back-of-envelope calculation, order of magnitude, ballpark estimate, triangulation, or needs to assess feasibility before detailed analysis.

Build construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.

Debug ESP32 firmware issues including compilation errors, runtime panics, memory issues, and communication failures

Adapt escape room games for global markets (English, Korean, Japanese) with cultural considerations, efficient translation workflows, and language-agnostic design strategies. Handles multilingual template creation, cultural adaptation, and localization testing. Use when preparing games for international audiences or implementing multi-language support.

Handle escalated support issues with structured triage, communication, and resolution processes

Use to govern executive involvement, cross-functional response, and risk

Defining clear ownership models and escalation procedures to ensure incidents are handled by the right people at the right time.

Error recovery and failure handling patterns for distributed systems including rollback strategies, circuit breakers, retry logic with exponential backoff, graceful degradation, and compensating transactions. Activates when task execution fails, timeouts occur, external services fail, database transactions fail, or cascade failure risks are detected. Use when recovering from failures, preventing data corruption, implementing resilience patterns, or handling partial system failures.

Hide implementation details behind interfaces - work at domain level (what), not implementation level (how)

Emil Kowalski's animation best practices for web interfaces. Use when writing, reviewing, or implementing animations in React, CSS, or Framer Motion. Triggers on tasks involving transitions, easing, gestures, toasts, drawers, or motion.

Evaluate whether to invest in new or emerging acquisition channels (e.g., TikTok, VR, newsletter ads). Use this when growth on primary channels is plateauing or when a new platform gains significant market traction.

🚨 Critical emergency management protocols for festivals including medical response, evacuation procedures, crisis communication, and incident command.

Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.

Read and manage internal email messages between project roles

View plans dashboard with progress tracking and timeline visualization. Use for kanban boards, plan status overview, phase progress, milestone tracking, project visibility.