jmagly

Project directory path (default current directory)

Set or report the reproducibility mode governing how AIWG workflows execute, from standard to fully auditable

Export media collection to platform-specific formats (Plex, Jellyfin, MPD, mobile, archival)

Dispatch the same query to multiple subagents in parallel across chunks in a manifest and aggregate results with source provenance

AIWG project issue filing only — templates, environment capture, duplicate detection, and import flow for AIWG tracker reports; not for…

Discover and rank media sources across platforms for an artist or specific content

Read a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and…

Document missing content in media archives with standardized GAP-NOTE markers that guide acquisition and measure completeness

Validate phase gate criteria with multi-agent review and generate pass/fail reports

Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration

Verify configured secondary git mirrors are present and not drifting from the primary remote/default branch

Trigger GRADE quality assessment automatically when new research sources or findings enter the corpus