MUSE Ecosystem · Gothic Grandma LLC

CLIO

AI-Augmented Dev Environment

Beta · System Engineering · Internal Tool

Key Achievement: Single interface for 5-language development · Persistent AI context across sessions · 8 integrated panels with cross-language static analysis

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What Problem It Solves

Developing MUSE requires constant context-switching between languages (C++, Go, Python, TypeScript), runtimes (native, Node, Python), and tools (databases, terminals, documentation). Traditional IDEs force you to juggle multiple terminals and lose AI context between sessions.

CLIO provides a unified development environment with persistent sessions, integrated AI pair programming, and cross-language tooling—all within a single interface designed for the MUSE ecosystem.

How It Works

Persistent Sessions Across zsh, Python, Node, Claude Code

Persistent sessions — terminal state survives restarts, maintaining context across development sessions
Multi-language support — zsh, bash, Python REPL, Node.js, and Claude Code all in unified interface
Background process management — monitor and control long-running tasks (builds, servers, tests)
Context menu logging — capture output as Todo, Insight, Decision, Accomplished, Plan
Real-time conversation capture — AI session logging for future reference
Log type classification — todo, insight, decision, error, api, dependency, pattern

Chronicle Terminal panel — Fig. 1: Chronicle Terminal

Claude Code Integration with Full Codebase Context

Claude Code integration — AI assistant with full codebase context runs from within CLIO terminal
BABEL semantic layer — natural language commands translated to appropriate tool invocations
Session-aware context — AI maintains awareness of current development goals and recent changes

Static Analysis Across C++, Go, Python, TypeScript, Dart

Python analysis scripts that characterize and visualize the entire codebase

Static analysis pipeline — Python scripts parse and analyze codebase structure, dependencies, and patterns
Database schema output — analysis results written to structured SQLite tables for querying
Architecture panel — visual representation of codebase structure with interactive tabs
Dependency mapping — trace imports, function calls, and module relationships
Pattern detection — identify common fixes, recurring issues, and architectural insights

Monaco Code Editor with Multi-Language IntelliSense

Monaco-based editing — VSCode's editor engine with full syntax highlighting and IntelliSense
Multi-language support — C++, Go, Python, TypeScript, Dart, SQL, and more
Integrated publishing — write blog posts in markdown and publish directly to the portfolio site
Focus mode — Shift+Cmd+F maximizes any panel for distraction-free work

Code Editor panel — Fig. 2: Code Editor with Monaco

Focus Mode

Press Shift+Cmd+F to maximize the panel under your cursor. Same shortcut or Escape to restore. Enables deep focus on any panel—terminal, editor, or documentation—without losing layout context.

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8 Integrated Panels (Journal, Todo, Timeline, Terminal...)

Journal — rich markdown notes with folders, templates, session linking
Todo Manager — task tracking with filtering, multi-select, priority management
Development Timeline — chronological view of todos, sessions, insights, decisions
Chronicle Terminal — persistent tmux terminals, Claude Code conversation logging
Architecture Explorer — codebase dependency visualization
Obsolete Detector — dead code identification with risk scoring
API Documentation — auto-extracted API reference browser
Knowledge Base — searchable insights, patterns, common fixes

Todo Manager panel — Fig. 3: Todo Manager

CLIO tracks development sessions with start/end times, goals, and accomplishments. The timeline panel provides a chronological view of all development activity—todos created, sessions started, insights logged, and decisions made.

Development Timeline panel — Fig. 4: Development Timeline

Each session captures the development context: what you set out to do, what you actually accomplished, and any blockers encountered. This creates institutional memory that persists across work sessions.

Session tracking panel — Fig. 5: Session Panel

Role-Based Permissions with Admin Controls

Role-based access control and tool configuration

Fig. 6: Admin panels — (a) User Permissions, (b) Command Permissions, (c) Tool Registry

Fig. 6: Admin panels — (a) User Permissions, (b) Command Permissions, (c) Tool Registry

The admin interface manages user roles and permissions across workbenches. Each tool and command can be restricted by role, enabling fine-grained access control for multi-user development environments.

8 Supabase Tables for Session/Todo/Insight Persistence

todo_items — task management with priority/status
development_sessions — session lifecycle tracking
terminal_logs — captured terminal output
insights_knowledge — rated learnings (1-10 scale)
common_fixes — solution repository with success rates
journal_entries — timestamped markdown notes
session_decisions — architectural decisions
code_patterns — reusable pattern library

Architecture

CLIO runs as an Electron application with a Go backend (port 8766) handling API requests and a Python subprocess capability for LLM-integrated tooling. The Go control plane manages:

WebSocket real-time updates for terminal output
Supabase (PostgreSQL) and SQLite database connections for session/todo/insight storage
Process management for background analyzers
Authentication and permission handling for multi-workbench access

Impact

Single interface for all MUSE development—no context-switching between tools
Persistent AI context across sessions improves development velocity
Automatic session logging creates institutional memory
Background analyzers surface patterns and dependencies proactively