Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time
Update template catalogs and UI prompts after adding new infographic templates (src/templates/*.ts), including SKILL.md template list…
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Multi-perspective analysis methodology for complex decisions.
Shape a task before implementation, then pressure-test the proposed shape with a council made of a Codex subagent on gpt-5.6 with high…
Generate structured alternate timelines for a past decision log entry and write them as a `reflection` entry under your decision wiki's…
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.
Write Korean job application cover letter drafts from a question, JD, resume.md, and optional company values input.
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.
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.