curiositech

Draw, redraw and review TikZ figures for the Book (The Harbor, the Person, and the Economy) to the v2 figure language in figures/pd-figure-language.tex: a three-voice type ladder, hue-as-meaning concept colours, a 1 : 1.8 : 3.2 weight ladder, a surface…

[What it does] [When to use — be slightly pushy]. NOT for [explicit exclusions].

Decide page by page whether art improves comprehension.

Attack technical claims with counterexamples, not authors.

Generate falsifiable alternatives and discriminating experiments.

Reconcile definitions and evidence states across all retellings.

Complete source attribution, bibliography and analytical index.

Test a capable newcomer's intended reading path.

Decide when and how to build UI in Apple's Liquid Glass design system (WWDC25; iOS/macOS 26+, refreshed in 27) on SwiftUI, UIKit, AppKit and the web. Covers the layer model (glass is for the floating navigation/control layer, never the content layer), regular…

Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system

BDI (Beliefs-Desires-Intentions) agency framework for designing autonomous agents with mental state architectures

JADE platform for building FIPA-compliant multi-agent systems with standardized agent communication

Apply Conway's homomorphism principle to multi-agent system design, recognizing that agent coordination structure predetermines system architecture and capability.

Master dark mode UI design with atmospheric theming, WCAG accessibility, and cross-platform best practices. Specializes in weather/sky/ocean-inspired color systems that adapt to time of day and environmental conditions. Use when the user explicitly needs dark…

Decision-theoretic framework for agents embedded within the environments they model and act upon

Structured interview and observation techniques for extracting tacit knowledge from domain experts

Expert in 2000s-era music visualization (Milkdrop, AVS, Geiss) and modern WebGL implementations. Specializes in Butterchurn integration, Web Audio API AnalyserNode FFT data, GLSL shaders for audio-reactive visuals, and psychedelic generative art. Activate on…

Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal landscape. Activate on "find expungement data", "scrape state laws", "legal research",…

Time-blind friendly planning, executive function support, and daily structure for ADHD brains. Specializes in realistic time estimation, dopamine-aware task design, and building systems that actually work for neurodivergent minds.

Designs digital experiences for ADHD brains using neuroscience research and UX principles. Expert in reducing cognitive load, time blindness solutions, dopamine-driven engagement, and compassionate design patterns. Activate on 'ADHD design', 'cognitive load',…

Extend and modify the admin dashboard, developer portal, and operations console. Use when adding new admin tabs, metrics, monitoring features, or internal tools. Activates for dashboard development, analytics, user management, and internal tooling.

Meta-agent for creating new custom agents, skills, and MCP integrations. Expert in agent design, MCP development, skill architecture, and rapid prototyping. Activate on 'create agent', 'new skill', 'MCP server', 'custom tool', 'agent design'. NOT for using…

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered…

Expert in script-to-video production pipelines for Apple Silicon Macs. Specializes in hybrid local/cloud workflows, LoRA training for character consistency, motion graphics generation, and artist commissioning. Activate on 'AI video production', 'script to…