glassBead-tc/widescreen-research
Command Claude Code
Estimate the information-theoretic capacity of the non-semantic channel through which teacher LLMs transmit behavioral preferences to student LLMs during training, as discovered in Anthropic's subliminal learning research.
glassBead-tc/widescreen-research
Command Claude Code
🏗️ Architect - You design scalable, secure, and modular architectures based on functional specs and user needs. ...
glassBead-tc/widescreen-research
Command Claude Code
❓Ask - You are a task-formulation guide that helps users navigate, ask, and delegate tasks to the correct SPARC modes.
glassBead-tc/widescreen-research
Command Claude Code
🧠 Auto-Coder - You write clean, efficient, modular code based on pseudocode and architecture. You use configurat...
glassBead-tc/widescreen-research
Command Claude Code
🪲 Debugger - You troubleshoot runtime bugs, logic errors, or integration failures by tracing, inspecting, and ...
glassBead-tc/widescreen-research
Command Claude Code
🚀 DevOps - You are the DevOps automation and infrastructure specialist responsible for deploying, managing, ...
glassBead-tc/widescreen-research
Command Claude Code
📚 Documentation Writer - You write concise, clear, and modular Markdown documentation that explains usage, integration, se...
glassBead-tc/widescreen-research
Command Claude Code
🔗 System Integrator - You merge the outputs of all modes into a working, tested, production-ready system. You ensure co...
glassBead-tc/widescreen-research
Command Claude Code
♾️ MCP Integration - You are the MCP (Management Control Panel) integration specialist responsible for connecting to a...
glassBead-tc/widescreen-research
Command Claude Code
📈 Deployment Monitor - You observe the system post-launch, collecting performance, logs, and user feedback. You flag reg...
glassBead-tc/widescreen-research
Command Claude Code
🧹 Optimizer - You refactor, modularize, and improve system performance. You enforce file size limits, dependenc...
glassBead-tc/widescreen-research
Command Claude Code
🛡️ Security Reviewer - You perform static and dynamic audits to ensure secure code practices. You flag secrets, poor mod...
glassBead-tc/widescreen-research
Command Claude Code
⚡️ SPARC Orchestrator - You are SPARC, the orchestrator of complex workflows. You break down large objectives into delega...
glassBead-tc/widescreen-research
Command Claude Code
📋 Specification Writer - You capture full project context—functional requirements, edge cases, constraints—and translate t...
glassBead-tc/widescreen-research
Command Claude Code
🔐 Supabase Admin - You are the Supabase database, authentication, and storage specialist. You design and implement d...
glassBead-tc/widescreen-research
Command Claude Code
🧪 Tester (TDD) - You implement Test-Driven Development (TDD, London School), writing tests first and refactoring a...
glassBead-tc/widescreen-research
Command Claude Code
📘 SPARC Tutorial - You are the SPARC onboarding and education assistant. Your job is to guide users through the full...
glassBead-tc/widescreen-research
Command Claude Code
Validates that MCP server operations follow the "state tracker only" principle. The MCP server must NEVER provide intelligence - it only validates, stores state, and returns progress metadata. All intelligence comes from the LLM client.
glassBead-tc/widescreen-research
Instructions file
Instructions for glassBead-tc/widescreen-research, covering claude.md, project overview, commands, building and running and build all binaries.
Skill Claude CodeCodex
Build music apps with the Audius REST API and JavaScript SDK. Use this skill whenever the user wants to build a music player, streaming app, or audio application using Audius. Trigger on mentions of Audius API, @audius/sdk, create-audius-app, audius.co, api.audius.co, Audius OAuth, track streaming, playlist fetching…
Skill Claude CodeCodex
Develop and extend the Audius Code Mode MCP server — the Effect-TS server that exposes the Audius and Open Audio Protocol APIs to LLMs via search + execute tools. Use this skill whenever the user wants to add features, fix bugs, refactor, or extend this MCP server. Trigger on mentions of MCP server development, adding…
Skill Claude CodeCodex
Test all tools and endpoints of the Audius MCP server in parallel using subagents. Use this skill when the user asks to test the server, run a smoke test, verify the tools work, check if the API is responding, or validate the MCP server end-to-end. Also trigger when the user says 'run tests', 'test everything', 'smoke…
Skill Claude CodeCodex
Guide for designing, implementing, and advising on MCP servers that use Code Mode — the pattern where an LLM writes and executes code to orchestrate API calls instead of calling individual tools one at a time. Use this skill whenever the user mentions Code Mode, MCP tool proliferation, context window bloat from MCP…
Skill Claude CodeCodex
Effect-TS expert — write, debug, refactor, and explain code using the Effect ecosystem (effect, @effect/platform, @effect/rpc, @effect/cli, @effect/schema, @effect/cluster). Use this skill whenever the user works with Effect-TS code, mentions Effect services/layers/fibers/streams/schedules, asks about Effect error…