https://github.com/akumaburn/AutoIdeator
https://preview.redd.it/rfbgg6e34dyg1.png?width=3809&format=png&auto=webp&s=e436362c48482d09025a394a5e609f67190e6dfa
AutoIdeator is an autonomous development system that:
- Takes a final goal — a detailed, multi-sentence description of the intended end result. Describe what the finished project should look like, do, and feel like for the user. Do not prescribe implementation steps, phases, milestones, technologies, or task lists — the agents handle planning. The more clearly the desired end state is described, the better convergence will be.
- Generates improvement ideas via a rotating ensemble of specialized idea agents
- Scores and filters ideas for goal alignment and quality
- Critiques ideas constructively with suggested mitigations
- Evaluates strategic alignment and long-term planning
- Makes implementation decisions balancing creativity and criticism
- Implements the plan with parallel coders
- Reviews, fixes, and commits changes
- Runs QA (build + test verification)
- Optimizes slow tests to keep the suite fast
- Verifies goal completion with 3-step feature inventory, per-feature checks, and auto-remediation
- Refactors oversized files into smaller modules (every other cycle)
- Cleans up temp files and build artifacts
- Updates project documentation
- Records outcomes for learning and deduplication
- Periodically synthesizes synergies across recent work
- Checkpoints state for pause/resume across restarts
- Repeats the cycle infinitely until stopped
Users can inject suggestions at any time via the Overseer agent, which takes priority over the autonomous idea generation pipeline.
Note this system has been tested for some time but only in the dashboard with OpenCode/Claude Code configuration (OpenRouter mode is untested, but I welcome contributions if someone wants to use that mode and notices something is broken).
