AutoSwarm-Shadow-Adapter

AutoSwarm-Shadow-Adapter is a high-concurrency Temporal Bridge for AutoSwarm. It allows AutoSwarm agent DAGs to pause when human approval or remote GPU execution is required, without causing engine timeouts or blocking parallel branches. The adapter achieves non-blocking task interception by intercepting task execution, storing tasks in an isolated SQLite WAL database, and immediately releasing execution threads. It also provides a secure React UI and REST API for human reviewers and remote workers. Additionally, it automatically packages ancestor deliverables, structured Markdown briefings, and uploads file artifacts for downstream context inheritance.