Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid…
Use mlxtend.evaluate metrics, validation splitters, resampling
Design, categorize, refine, and publish structured test prompts for comparing AI models (MoA vs closed-source, frontier vs open, etc.).
Systematic content evaluation framework progressing through Critique → Reinforcement → Risk Analysis → Growth.
Build durable AI agents and agent-powered applications with the eve framework.
Detect and manage the EVE Online client process on macOS.
Query the EVE Online ESI (Swagger Interface) for public data — characters, corporations, alliances, market prices, universe info, server…
Automate Evenium tasks via Rube MCP (Composio).
Event-Driven Architecture knowledge base.
Use when debugging ctsnetwork-event checkout, orders, payment, callbacks, ticket issuance, or scanner failures — 400/403/409/500/503 on…
Use when standardizing event workflows, tooling, and routing across portfolios.
Event Sourcing knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Event Sourcing architecture audits.
Design and implement event stores for event-sourced systems.
Generates Event Store pattern for PHP 8.4.
Use when working with database architecture, MariaDB/MySQL tuning, indexing strategies, slow queries, or multi-connection patterns — even…
When shaping a non-trivial migration — rollout phases, dual-write windows, cutover sequencing, deprecation cycles — hands off to the…
Create, read, and manage calendar events and reminders using EventKit and EventKitUI.
Best practices for handling Evernote data.
Create a minimal working Evernote example.
The design token system — a four-layer boilerplate (brand primitives → semantic tokens → theme overrides → framework mapping) that any…
Automate Eversign tasks via Rube MCP (Composio).