Add synthetic test data, MCP registry manifest, risk-based test selection#219
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Up to standards ✅🟢 Issues
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| Metric | Results |
|---|---|
| Complexity | 109 |
| Duplication | 2 |
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Round-2 backlog, batch 1/N — three pure-stdlib tools, each wired through all five layers (facade,
AC_*executor command, MCP tool, Script Builder) with headless tests + EN/Zh v11 docs + README sections.Features
utils/test_data) —generate_rows(schema, count, seed=...)/write_dataset; deterministic fake rows (name/email/phone/int/float/choice/date/uuid…), no Faker.AC_generate_data/ac_generate_data.utils/mcp_registry) —build_server_manifest/write_server_manifest; registry-validserver.jsonbuilt from live package metadata,include_toolsembeds the live tool list under_meta.AC_mcp_manifest/ac_mcp_manifest. (Kept in its own package soimport je_auto_controldoesn't eagerly pull the MCP server stack.)utils/test_select) —rank_flows/select_flows; scores flows from run history (failure rate, last-failed, flakiness, staleness; never-run = 0.8).AC_rank_tests/AC_select_tests/ac_rank_tests/ac_select_tests.Verification
test/unit_test/headless/test_tooling_batch.py— 10 tests pass.# nosec B311on the seeded RNG, non-crypto).import je_auto_controlstays PySide6-free.