Assesses what a page's heatmap is telling you and recommends concrete changes.
Pre-change blast-radius report for a symbol or file.
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and…
Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric…
Use to manage co-marketing asset reviews with traceable evidence and
Generate deconstructed/exploded view prompts using Nano Banana 2.
Use when designing or stress-testing an asset-pricing test for a The Journal of Finance (JF) manuscript — factor models, Fama–MacBeth vs…
Project directory path (default current directory)
Use when importing and managing assets — image compression, 3D scene import, audio formats, resource formats, and import configuration
Extract every assumption hidden in a claim, plan, or belief, classify each by load-bearingness and testability, and identify which single…
Use when hardening the assumptions, results, and proof architecture of a Journal of Economic Theory (JET) paper — the theory analogue of…
Detect and triage OWASP AST06 Weak Isolation — skills executing in the host agent's security context (full filesystem, shell, and network)…
Manage local Airflow environment with Astro CLI (Docker and standalone modes).
Deploy multilingual static websites for free on Cloudflare using Astro framework with markdown source files.
Use when targeting Astronomy & Astrophysics (A&A) or deciding whether an astronomy manuscript fits this European flagship published by EDP…
Detects synchronous operations that should be async.
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await…
Enforces no-silent-failure async discipline in Flutter/Dart — the arrow-callback Future-drop hole no lint catches (`onTap: () =>…
Async SQLAlchemy 2.0+ database patterns for FastAPI including session management, connection pooling, Alembic migrations, relationship…
Implements a robust asynchronous state machine pattern to handle long-running operations and prevent gateway timeouts.
Python asyncio patterns with TaskGroup, structured concurrency, and modern 3.11+ features.