Agent Skills: futurist-analyst
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ID: rysweet/amplihack/futurist-analyst
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- query-writingWrites and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.
- code-refactoringProactively monitors file sizes and suggests refactoring BEFORE editing. Auto-invoked when files exceed size thresholds (150/200/300 lines) or complexity patterns detected. Works across JavaScript/TypeScript, Python, and general codebases. Prevents accidental complexity growth.
- review-prFollow an existing FastMCP PR through CI and automated review, evaluate feedback, and verify the current head before reporting readiness.
- filesystem-contextThis skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the prompt.
- ginkgo-cloud-labSubmit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run protein expression and purification (cell-free, E. coli, or Pichia), HiBiT or A280 or LabChip quantification, IVT mRNA/circRNA synthesis, thermal shift / developability assays, Echo-MS enzyme or analyte methods, SPR target onboarding, fluorescent pixel art, or otherwise interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.
- write-testsWrite and run ryOS tests with Bun's native test runner (bun:test). Covers unit/wiring tests (no server) vs API integration tests (require the standalone API server), shared HTTP helpers, and the package.json suite commands. Use when adding tests, writing test coverage for a change, or running/triaging the test suite.