Use whenever the user wants to ingest a new course's materials (lecture notes, textbook chapters, HW problems, HW solutions) and build the…
Interactive, step-by-step course creation assistant.
Topic router for the AI Engineering from Scratch curriculum.
Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 9 color palettes and 6 rendering styles.
Gap analysis, company research, narrative generation, template-based cover letter creation, tone customization, and editing workflows.
Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report"…
Activation requires either supplied .NET coverage reports/percentages/line, branch, or condition metrics, or an explicit request to…
Synchronizes task context, code diffs, and execution summaries from external AI agents directly into Cowork documentation centers.
Formats and validates regression tables, qualitative coding schemas, and mechanism diagrams for the Chinese Public Administration journal.
The standing craft of a Chief Product Officer — every strategic question answered in four steps (diagnosis, at least two options with…
Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms.
Printing Press CLI for Cpsc Recalls. Query US Consumer Product Safety Commission recall records.
Establishes CPU/GPU baselines before resource-intensive operations.
Orchestrates end-to-end performance optimization workflows for CPython and CinderX with strict TDD gating and benchmark validation.
INVOKE WHEN: - Starting any task — query first (cq catches blind spots your training data missed: stale versions, integration gotchas…
Separate command (write) and query (read) models for complex domains.
CQRS (Command Query Responsibility Segregation) patterns for separating read and write models.
Crabbox/Testbox remote proof for OpenClaw: trusted-source routing, untrusted isolation, Linux/macOS/Windows/WSL2, live E2E, desktop…
Comprehensive multi-agent Apple UI improvement.
Use when writing or improving README files.
Use when writing, adding, improving, diagnosing, explaining, or adapting humor, jokes, punchlines, comic observations, light copy, or…