lifecyclemodel-hybrid-search
Lifecycle Model Hybrid Search
Run Workflow
- By default the wrapper runs the published CLI through
npm exec --yes --package=@tiangong-lca/cli@latest -- tiangong. UseTIANGONG_LCA_CLI_DIRor--cli-dironly for local dev/CI overrides. - Set
TIANGONG_LCA_API_BASE_URLandTIANGONG_LCA_API_KEY, or pass--base-urland--api-key. - Execute
node scripts/run-lifecyclemodel-hybrid-search.mjswith standardtiangong search lifecyclemodelflags. - The wrapper delegates to
tiangong search lifecyclemodel. - Confirm response shape, then debug with focused references.
Commands
TIANGONG_LCA_API_BASE_URL="https://example.supabase.co/functions/v1" \
TIANGONG_LCA_API_KEY="<your-api-key>" \
node scripts/run-lifecyclemodel-hybrid-search.mjs --dry-run
TIANGONG_LCA_API_BASE_URL="https://example.supabase.co/functions/v1" \
TIANGONG_LCA_API_KEY="<your-api-key>" \
node scripts/run-lifecyclemodel-hybrid-search.mjs
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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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Review process-level or lifecyclemodel-level lifecycle inventory outputs from local TianGong build runs, plus frozen remote TianGong process snapshots. Use when auditing process_from_flow batches, remote process rows fetched through the canonical snapshot wrapper, or lifecyclemodel build artifacts through the unified CLI with reproducible review inputs and outputs.
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Run the CLI-backed flow governance commands for review, remediation, deterministic process-flow repair, and publish preparation. Use `node scripts/run-flow-governance-review.mjs COMMAND ...` when you need the supported `tiangong review flow` and `tiangong flow ...` workflows from a skill wrapper.
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