Skip to content

Reeve Bot - Future Ideas & Explorations

This document tracks nascent-stage ideas that are still being explored and have not yet made it into the formal roadmap. Think of this as a sandbox for potential features, improvements, and architectural experiments.

Categorization

Ideas are loosely categorized by theme. As ideas mature, they will migrate to the Future Roadmap section of the README.

🧠 Intelligence & Reasoning

Multi-Model Ensemble

  • Concept: Use different Claude models for different tasks (Haiku for triage, Sonnet for execution, Opus for strategic planning)
  • Benefits: Cost optimization, speed improvements for routine tasks
  • Questions: How to route tasks? How to maintain coherence across model switches?

Self-Reflection Loop

  • Concept: Periodic "meta-sessions" where Reeve reviews its own diary and identifies patterns in user behavior or its own mistakes
  • Benefits: Continuous improvement without manual feedback loops
  • Questions: How often? What triggers reflection? How to avoid recursive loops?

Goal Decomposition Engine

  • Concept: Automatic breakdown of high-level goals (e.g., "Get fit for snowboarding season") into actionable tasks with dependencies
  • Benefits: Reduced user burden in task planning
  • Questions: How to handle ambiguity? How to learn user's decomposition preferences?

🔄 Workflow & Automation

Smart Batching

  • Concept: Group similar low-priority tasks (e.g., "Reply to 3 non-urgent emails") and propose batch processing sessions
  • Benefits: Reduce context switching, improve focus
  • Questions: What constitutes "similar"? How to detect optimal batch timing?

Conditional Pulses

  • Concept: Pulses that only fire if certain conditions are met (e.g., "Wake up only if flight price drops below $500")
  • Benefits: More efficient resource usage, better user experience
  • Questions: Where to store conditions? How to evaluate them efficiently?

Parallel Task Execution

  • Concept: Allow Reeve to spawn multiple concurrent Hapi sessions for independent tasks
  • Benefits: Faster execution of multi-threaded workflows
  • Questions: Session isolation? Resource limits? How to merge results?

📱 Integration & Connectivity

Voice Interface

  • Concept: Voice-based interaction via local STT/TTS or cloud services
  • Benefits: Hands-free operation, accessibility
  • Questions: Latency requirements? Privacy concerns? Wake word detection?

Wearable Integration

  • Concept: Push notifications to smartwatch, biometric data as context (sleep quality, heart rate)
  • Benefits: Better awareness of user state, context-aware scheduling
  • Questions: Which wearables? Data privacy? How to interpret biometric signals?

Calendar Intelligence Layer

  • Concept: Beyond read/write access—predict meeting overruns, suggest reschedules based on energy patterns
  • Benefits: Smarter time management
  • Questions: How to predict? How to avoid over-optimization?

Email Auto-Responder Templates

  • Concept: Learn user's response patterns and suggest/auto-send replies to common email types
  • Benefits: Reduce inbox burden
  • Questions: When to auto-send vs. draft? How to avoid embarrassing mistakes?

🛡️ Privacy & Security

Local-First LLM Option

  • Concept: Support for running local models (Llama, Mistral) for privacy-sensitive operations
  • Benefits: Complete data sovereignty, offline operation
  • Questions: Performance trade-offs? Which operations require local processing?

Encrypted Desk

  • Concept: Optional encryption of the Desk repository at rest
  • Benefits: Protection of sensitive personal data
  • Questions: Key management? Performance impact? Compatibility with Git?

Audit Trail

  • Concept: Immutable log of all Reeve actions (messages sent, files edited, API calls)
  • Benefits: Trust, debugging, compliance
  • Questions: Storage requirements? How long to retain? Privacy implications?

🎨 User Experience

Natural Language Desk Editing

  • Concept: Instead of manually editing markdown, use conversational commands ("Add 'Learn pottery' to my goals")
  • Benefits: Lower barrier to entry, more natural interaction
  • Questions: How to preserve user's markdown formatting preferences? Risk of accidental overwrites?

Visual Dashboard

  • Concept: Optional web UI showing Desk structure, pulse schedule, recent actions
  • Benefits: Better overview, easier onboarding
  • Questions: Maintenance burden? Conflicts with "terminal-first" philosophy?

Contextual Interruptions

  • Concept: Instead of binary DND, allow context-aware interruptions (e.g., "Interrupt only if urgent AND related to current project")
  • Benefits: Better attention management
  • Questions: How to define context? How to evaluate urgency?

🔬 Experimental

Emotion Detection

  • Concept: Infer user emotional state from message tone, response latency, word choice
  • Benefits: Better coaching, burnout prevention
  • Questions: Accuracy? Ethical concerns? How to avoid over-interpretation?

Predictive Pulses

  • Concept: Machine learning model to predict when user will need something (e.g., "Usually checks flight prices on Tuesdays")
  • Benefits: Anticipatory assistance
  • Questions: Data requirements? How to avoid creepiness? Overfitting to past behavior?

Collaborative Reeve

  • Concept: Multi-user Reeve instances that can delegate tasks to each other (e.g., user's Reeve coordinates with spouse's Reeve for family scheduling)
  • Benefits: Household coordination
  • Questions: Privacy boundaries? Authentication? Conflict resolution?

📝 Notes

  • Ideas listed here are not commitments—they are explorations
  • Some ideas may be abandoned, merged, or significantly revised as understanding evolves
  • Feedback and refinement are welcome as the project matures

Last Updated: 2026-01-24 Status: Living document, updated as new ideas emerge