Write focused PUBMAXX PRODUCT.md and TECH.md specs when ambiguity or complexity warrants them.
AI-assisted safety layer for git push operations with quality gates and collaboration guardrails.
Curated bundle of essential Python backend development skills.
When to activate: Redis, caching strategies, cache-aside, TTL, cache invalidation, aiocache, cache decorators
Simulates a multi-perspective QA advisory board to review requirements, technical designs, and test plans while surfacing blind spots and…
Use it when a developer wants to start writing tests for a module, prepare a release, research existing coverage, or…
Qfc Order
Schedules, manages, and executes one-time and recurring reminder notifications for QQ bot conversations.
Quarantines an intermittently failing test behind a ticket with an owner and expiry, assigns a root-cause bucket from isolated reruns, and…
Active clarification and query expansion when human input is underspecified or vague.
When to activate: slow query, EXPLAIN ANALYZE, N+1, index, query plan, performance, pagination, query tuning
Query bq-analytics data in BigQuery via the bq CLI.
Run ClickHouse `system.query_log` analysis via the internal Metabase API.
Query tophog — the ingestion pipeline's heavy-hitter store in ClickHouse — to identify hot or expensive actors (team_id, distinct_id…
Take a surface question and forge the question actually worth asking — diagnose what's broken in the asked question (smuggled answers…
Simulates and manages QUIC network connection migration to ensure seamless endpoint switching without session interruption.
Comprehensive documentation available in the repository.
Proves the system works by writing and executing comprehensive test suites.
Generate and vectorize SVG graphics via the QuiverAI API (Arrow model).
Report local Claude, Codex, Cursor, GitHub Copilot, Grok, and Kimi quota windows via the quota-axi CLI - remaining effective usable…
Create or update import-ready Quotation Software schema-v2 JSON from prose, images, PDFs, or tables; prepare pending or completed goods…