CASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety...
Execute development tasks using Claude Code CLI for code generation, refactoring, feature implementation, and bug fixes. Use when the user asks to create code, add features, refactor, fix bugs, or...
Generate or update CLAUDE.md/AGENTS.md files for AI coding agents through auto-scanning project files combined with interactive Q&A. Supports multiple tech stacks, development environments, and...
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation...
Sync GitHub Copilot agents for FF15-inspired OpenSpec workflow. Team includes Noctis (orchestrator + OpenSpec creator), Iris (issue management), Gladiolus (implementation), Prompto (code quality),...
Coding Agent Account Manager - Sub-100ms account switching for AI coding CLIs with fixed-cost subscriptions. Vault profiles, isolated profiles for parallel sessions, smart rotation with health...
Setup and configure oh-my-claudecode (the ONLY command you need to learn)
Configure HUD display options (layout, presets, display elements)
Index at Creation Time
Router-First Architecture
Environment Triage
Create or update continuity ledger for state preservation across clears
Idempotent Redundancy
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Create git commits with user approval and no Claude attribution
Scrape web pages and extract content via Firecrawl MCP
Search Mathlib for lemmas by type signature pattern
Graceful Degradation with Helpful Messages
Deterministic router for math cognitive stack - maps user intent to exact CLI commands