Lifecycle Model Hybrid Search

Run Workflow

1. The wrapper uses the repository-pinned published CLI. Use TIANGONG_LCA_CLI_DIR or --cli-dir only for an exact local dev/CI override.
2. Official Production needs no environment setup: the CLI owns its public profile. Only Dev/self-hosted/custom clients need the complete matching configuration in references/env.md.
3. Run tiangong-lca auth status --json. If it returns login-required, stop and ask the human user to run tiangong-lca auth login in a trusted terminal.
4. Execute node scripts/run-lifecyclemodel-hybrid-search.mjs with standard tiangong-lca search lifecyclemodel flags.
5. The wrapper delegates to tiangong-lca search lifecyclemodel; the CLI resolves and refreshes its private OAuth session.
6. Confirm response shape, then debug with focused references.

Never ask an AI user for a username, password, authorization code, access token, refresh token, or the deprecated encoded API key. Headless runs require an explicit destination/publishable key and may use only an orchestrator-injected short-lived TIANGONG_LCA_ACCESS_TOKEN; do not pass it through argv, prompts, logs, or artifacts.

Commands

pnpm dlx --package=@tiangong-lca/cli@0.1.8 tiangong-lca auth status --json

# Only the human user completes browser login when login-required is reported
pnpm dlx --package=@tiangong-lca/cli@0.1.8 tiangong-lca auth login