Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Use when the user explicitly wants multiple Codex agents or a virtual team, the work can be decomposed into safe parallel roles, and tgtool should coordinate a Ruflo-backed orchestration path.
Use when the user wants the agent to choose, combine, and actively use the best available local skills for a task.
Use when operating jstorcli with yatc and jetice/jetlake workflows, especially for VM lifecycle, image prep, deployment checks, and command lookup without hardcoded paths.
Rebuild and run the local bucketmanager final image, then execute the current S3Control bitmap-based end-to-end workflow for minimal validation or 300MB memory-peak tests. Use when testing local multi-s3gw S3Control parent/child jobs in this repository.
Use claude-mem from Codex via a Codex-specific wrapper, MCP registration, and ~/.codex-backed data paths.
Build, debug, and review Linux FUSE filesystems with the official libfuse userspace library. Use when implementing a FUSE filesystem, choosing between libfuse high-level vs low-level APIs, wiring callbacks, building with fuse3/pkg-config, mounting for local testing, or troubleshooting fusermount3 and permission issues.
Discovers your full tool environment and amplifies prompts with capability awareness. Suggests optimal tool compositions as non-binding options.