Use when drafting, revising, or diagnosing an LLM system prompt, message layout, tool description, tool schema, or structured-output…
Operate the SpikingJelly package for SNN modeling, datasets,
Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed).
Use when creating, reviewing, or debugging SPIP CVT forms — canonical HTML
Use for SPIP translation/i18n work — creating, editing, or auditing language files
Use when writing, reading, or debugging SPIP logs — spip_log(), journal(),
Use when working with the SPIP Saisies plugin — declaring fields in
Guides automated testing of SPIP plugins and squelettes using PHPUnit — the standard test tool for SPIP.
Master data visualization with chart selection, dashboard design, Tableau, Power BI, and effective data storytelling.
Optimize Flutter app performance with widget rebuilds, memory management, rendering optimization, and profiling techniques.
Guide to configuring splash screens in Capacitor apps including asset generation, animation, and programmatic control.
Download, split, and deeply read academic PDFs.
Search local files using macOS Spotlight (mdfind).
Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`…
Localize a Spree application — the `spree_i18n` gem with 60+ locale packs, the v5.4+ Translations Center for product/CMS content (CSV…
Profile and optimize a Spree application — N+1 queries with bullet/scout, database indexing strategy for Spree's polymorphic associations…
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data…
Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and…
Provides distributed transaction patterns using the Saga Pattern for Spring Boot microservices.
Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring…
Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or…