det101 opened a new pull request, #12545:
URL: https://github.com/apache/seatunnel/pull/12545

   ## Summary
   - Add `--debug` / `SEATUNNEL_CLI_DEBUG=1` for opt-in agent pipeline 
diagnostics (`start` → `planner` → `skill` → `metadata` → `generator` → 
`validator` → `fix` → `dryrun` → `result`)
   - Soft failures now include a short reason (e.g. `no_hocon_block`) and a 
hint to re-run with `--debug`
   - On failure, print redacted truncated local/LLM validator details; default 
interactive behavior stays quiet
   - Document the flag/env in en/zh README; add unit tests
   
   Closes #12544
   
   ## Test plan
   - [x] `cd seatunnel-cli && python3 -m pytest tests/test_debug_diagnostics.py 
-q`
   - [ ] Manual: `seatunnel --debug` then trigger a soft failure / validator 
loop and confirm stage lines + `validator_detail` appear without leaking secrets
   - [ ] Manual: without `--debug`, confirm normal UX is unchanged aside from 
clearer soft-fail reason text


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