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| Gateway deployment, Helm, runtime drivers, or health checks |`debug-openshell-cluster`, `helm-dev-environment`|
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| Inference providers, native model endpoints, or migration from `inference.local`|`debug-inference`, `openshell-cli`, `generate-sandbox-policy`|
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+
| Inference providers, native model endpoints, or migration from the retired managed endpoint|`debug-inference`, `openshell-cli`, `generate-sandbox-policy`|
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| TUI architecture, navigation, data fetching, or UX |`tui-development`|
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| Release artifacts or post-publish smoke coverage |`test-release-canary`|
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| GitHub Actions workflows, required checks, or CI diagnostics |`watch-github-actions`; also `test-release-canary` for release smoke coverage |
|`debug-openshell-cluster`| Diagnose gateway deployment and health issues |
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|`debug-inference`| Diagnose attached-provider inference, native endpoints, and migration from `inference.local`|
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+
|`debug-inference`| Diagnose attached-provider inference, native endpoints, and migration from the retired managed endpoint|
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|`generate-sandbox-policy`| Generate YAML sandbox policies from requirements or API documentation |
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Public skills use `openshell --help` for installed command syntax and published OpenShell documentation for product concepts and configuration. They must not depend on repository-relative source or documentation files.
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