EDFacts — K-12 outcomes: assessment proficiency, ACGR graduation rates, ESSA accountability at school/district level (2009-2020).
Edge computing with Cloudflare Workers, Deno Deploy, Bun, Vercel Edge Functions, AWS Lambda@Edge, and edge databases (Turso, D1, DynamoDB…
Edge computing patterns for IoT including gateway architecture, local vs cloud processing decisions, edge ML inference, containerized edge…
Design an edge routing and geo-distribution strategy — latency routing, failover, and edge logic.
Transform approved story and asset packages into a declarative Edit Decision Plan.
Mechanical rules for editing PBIP report JSON and TMDL by script without breaking it.
Inspect and control Unity Editor state with unity-cli.
Use when structuring pillar calendars, approvals, and cadence governance.
Use when the user asks the openkb chat to make a deck / slide presentation / PPT / slides / 演示稿 / 幻灯片 from their compiled KB content.
Groundledger SPARK multi-pass editor plus Tone Retarget, Locale Lock, Voice Specimens, Style Pattern Mine, and Voice Canon.
A type-and-color system for a culture magazine relaunch — the grid, the tri-tone palette, and the layout kit.
Manage editorial workflows for newsrooms and publications.
Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality.
Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering.
Captures, structures, and persists educational content into modular, reusable learning atoms and curriculum paths.
Create and apply EF Core migrations in Spiderly projects.
Use when Effect concurrency patterns including fibers, fork, join, parallel execution, and race conditions.
Use when Effect core patterns including Effect<A, E, R> type, succeed, fail, sync, promise, and Effect.gen for composing effects.
Use when Effect error handling patterns including catchAll, catchTag, either, option, and typed errors.
This skill should be used when the user asks about "@effect/platform", "Effect HTTP client", "Effect HTTP server", "FileSystem"…
Use when Effect resource management patterns including Scope, addFinalizer, scoped effects, and automatic cleanup.