What problem does it solve?
Enables reliable automation and orchestration of iterative Claude-based development workflows by bridging per-iteration context, managing parallel agent runs, and handling CI/merge lifecycle concerns to avoid endless, unsafe, or uncoordinated loops.
Core Features & Use Cases
- Sequential pipelines: script a series of isolated non-interactive Claude steps for TDD, cleanup, verification, and commit.
- Persistent REPL sessions: run NanoClaw-style sessions that preserve conversation history and incremental context across restarts.
- Continuous PR loops: create, test, repair, and merge PRs in an automated loop with CI monitoring and retry logic.
- Multi-agent DAG orchestration: decompose RFCs into work units, run layered quality pipelines, handle merge-queue eviction, and recover from conflicts with contextual guidance.
- Quality and safety gates: insert de-sloppify cleanup passes, CI-driven fixes, and completion signals to bound cost and runtime.
Quick Start
Use the autonomous-loops skill to run a continuous Claude iteration that creates a feature branch, runs tests, opens a pull request, and retries fixes until CI passes or the configured completion signal stops the loop.
