lifecyclemodel-automated-builder
Lifecycle Model Automated Builder
Use this skill when the source of truth is a set of existing local process-automated-builder run directories and the next step is to assemble a native lifecyclemodel artifact locally.
Read First
references/workflow.mdreferences/model-contract.mdreferences/source-analysis.md
Guardrails
- The canonical runtime path is
skill -> Node wrapper -> tiangong CLI. - Persistent build outputs must use an explicit
--out-dir; this skill does not choose a default output root. - For repeatable runs, use an explicit output directory such as
/abs/path/artifacts/<case_slug>/.... - The current canonical slices are:
tiangong lifecyclemodel auto-buildtiangong lifecyclemodel validate-buildtiangong lifecyclemodel publish-build
- The supported workflow is CLI-based and local to your build inputs:
- no Python workflow
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15flow-hybrid-search
Execute and troubleshoot Supabase edge function `flow_hybrid_search`, which rewrites flow descriptions and calls `hybrid_search_flows` with optional filters. Use when validating flow query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
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13lifecyclemodel-hybrid-search
Execute and troubleshoot Supabase edge function `lifecyclemodel_hybrid_search`, which rewrites lifecycle model descriptions and calls `hybrid_search_lifecyclemodels` with optional filters. Use when validating lifecycle-model query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
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