Develop, validate, scaffold, and release DSH community plugins (dsh-client-ui- npm packages with a dsh section, cordis.patch.yml, and dual-target tsdown build). Use when creating a new DSH plugin, checking one against PLUGINSTANDARDS, cutting a release tag that triggers the publish pipeline, or updating…
Use Guardian MCP tools to monitor, intervene, and analyze ML training. Covers 35 tools across monitoring, checkpoint analysis, recovery, dashboard config, and cross-experiment queries. Use when the user asks about training status, anomalies, checkpoints, experiments, model analysis, or when Guardian MCP server is…
Training Guardian — sidecar training monitor with crash recovery, agent decisions, MCP & web dashboard. Runs locally from the guarftrain Python package.