rune/docs/mimo_audit.md

MiMoCode Feature Audit for Rune TUI Harness

Features to Copy (High Value)

1. Persistent Memory (ALREADY HAVE)

• MiMoCode: Markdown-backed memory with indexed search across MEMORY.md, checkpoint.md, notes.md, tasks//progress.md
• Rune: Already has memory_store, warm_neuron_store, graph_memory
• Action: No change needed — already implemented

2. Context Management (ALREADY HAVE)

• MiMoCode: Auto-checkpoints, context reconstruction near limit, budgeted injection
• Rune: Already has context_pressure, attention_capsule
• Action: No change needed — already implemented

3. Task Tree (ALREADY HAVE)

• MiMoCode: T1, T1.1… tree, integrated with checkpoints
• Rune: Already has task_persist, auto_tasks
• Action: No change needed — already implemented

4. Goal / Stop Condition (HIGH VALUE)

• MiMoCode: Judge model verifies a stop condition before the agent halts
• Rune: Not implemented
• Action: Add goal/stop condition system
• Benefit: Prevents runaway loops, ensures tasks complete

5. Dream / Consolidation (HIGH VALUE)

• MiMoCode: Consolidates recent traces into project memory
• Rune: Has sleep_time but not integrated into TUI
• Action: Add /dream command to trigger consolidation
• Benefit: Automatic memory consolidation

6. Distill (HIGH VALUE)

• MiMoCode: Packages repeated manual workflows into skills/subagents/commands
• Rune: Not implemented
• Action: Add /distill command to extract workflows
• Benefit: Automate repeated patterns

7. Scheduled Prompts (MEDIUM VALUE)

• MiMoCode: Cron/loop for injecting prompts on schedule
• Rune: Not implemented
• Action: Add /schedule command for recurring tasks
• Benefit: Background automation

8. Dynamic Workflows (MEDIUM VALUE)

• MiMoCode: JS scripts that orchestrate subagents deterministically
• Rune: Not implemented
• Action: Add workflow engine for complex tasks
• Benefit: Deterministic multi-step workflows

9. Skills / Self-Extension (ALREADY HAVE)

• MiMoCode: Add tools, hooks, skills under .mimocode/
• Rune: Already has microkernel, capability_broker
• Action: No change needed — already implemented

10. Capability API (HIGH VALUE)

• MiMoCode: Every session serves models over OpenAI-compatible /v1
• Rune: Not implemented
• Action: Add model serving capability
• Benefit: Share models with other tools, subprocess borrowing

11. Subagents (ALREADY HAVE)

• MiMoCode: Primary agent spawns helpers, parallel + background
• Rune: Already has subagent support via MiMoCode
• Action: No change needed — already implemented

12. Compose Mode (MEDIUM VALUE)

• MiMoCode: Structured spec→ship lifecycle
• Rune: Not implemented
• Action: Add /compose command for structured workflows
• Benefit: Guided development process

Features to Skip (Low Value for Rune)

Visual Modes (vivid/minimal)

• MiMoCode has star field, meteors, logo effects
• Rune has Textual TUI with themes
• Reason: Different UI paradigm, not needed

Voice Input

• MiMoCode has streaming ASR
• Rune could add this later
• Reason: Not core to coding assistant

MCP (Model Context Protocol)

• MiMoCode supports MCP servers
• Rune could add this later
• Reason: Complex, not needed yet

Implementation Priority

Phase 1 (Immediate)

1. Goal / Stop Condition — Add /goal command
2. Dream — Add /dream command to trigger consolidation
3. Capability API — Add model serving

Phase 2 (Soon)

4. Distill — Add /distill command
5. Scheduled Prompts — Add /schedule command
6. Compose Mode — Add /compose command

Phase 3 (Later)

7. Dynamic Workflows — Add workflow engine
8. Voice Input — Add ASR support
9. MCP — Add MCP server support

Standardized Providers

Local (No API Key)

• Ollama (http://localhost:11434)
• vLLM (http://localhost:8000)
• LM Studio (http://localhost:1234)

Cloud (API Key Required)

• Xiaomi MiMo (https://api.xiaomimimo.com/v1)
• OpenAI (https://api.openai.com/v1)
• Anthropic Claude (https://api.anthropic.com)
• OpenRouter (https://openrouter.ai/api/v1)
• Groq (https://api.groq.com/openai/v1)
• Together AI (https://api.together.xyz/v1)
• Fireworks AI (https://api.fireworks.ai/inference/v1)