This document outlines planned development for MIRA. If you're interested in contributing, look for issues tagged with `help wanted` or `good first issue`.
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# MIRA Roadmap
This document outlines planned development for MIRA. If you're interested in contributing, look for issues tagged with `help wanted` or `good first issue`.
## Want to Pitch In? Here are tasks that could be done and PR'd:
- Import/Export API endpoint that collects messages and memories and puts them in a file that can be imported. Put them on the /actions endpoint.
- Identify dead code and include a reference to a grep that it is truly orphaned in the PR
- OpenWebUI integration. the hosted version has the bespoke UI but some basic web UI would help lower the barrier to entry for new users
- ADVANCED: writing tests. lord, if you can work through the directories writing pytests with strong precise assertations I will be forever grateful.
## Q1 2025
### January: Codebase Cleanup
Focus on reducing technical debt and improving code quality.
- [ ] Remove dead code and unused imports
- [ ] Standardize error handling patterns
- [ ] Consolidate duplicate logic across modules
- [ ] Improve type annotations coverage
- [ ] Update and clean up documentation
- [ ] Refactor inconsistent naming conventions
**Contribution opportunities**: Code cleanup tasks are excellent entry points for new contributors.
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### February: LT_Memory Refinement
Enhance the long-term memory system and self-reflection capabilities.
- [ ] Refine LT_Memory extraction and linking logic
- [ ] Adjust end-of-segment self-reflection step
- [ ] Implement blind scratchpad for MIRA observations
- MIRA generates unstructured observations before structured extraction
- Captures intuitions that might be lost in direct-to-structure processing
- [ ] Improve memory refinement pipeline
---
### March: TUI Enhancement
Build out a more complete terminal user interface.
- [ ] Expand TUI feature set
- [ ] Improve navigation and usability
- [ ] Add configuration options accessible via TUI
- [ ] Enhanced conversation display and controls
---
## How to Contribute
1. Check the [Issues](../../issues) page for tasks tagged `help wanted`
2. Read [CONTRIBUTING.md](CONTRIBUTING.md) for development setup
3. For larger changes, open an issue first to discuss the approach
Questions? Open a Discussion or reach out in Issues.
