Persist discovery answers to CSV for reprocessing and recovery

Save each discovery conversation's prompts and answers to durable CSV
files (per-conversation + append-only master log) on both save and
completion, so answers survive an extraction error, can be re-fed to the
AI, and can be reviewed/resumed by the user.

- app/services/answer_store.py: canonical prompt list + atomic CSV writes,
  master append, and read-back helpers (DB stays system of record; CSV
  failures are logged, never fatal).
- discovery router: write CSV on /respond and /complete; new endpoints
  GET /answers, GET /answers.csv, POST /reprocess (shared extraction
  helper; locked profiles return 409).
- discovery.html: prefill/resume from saved answers after an error and a
  "Re-run analysis" button wired to /reprocess.
- scripts/reprocess_csv.py: offline CLI to re-run extraction from a CSV
  (print or --write-db).
- QUESTIONS_DIR / QUESTIONS_MASTER_CSV config, .gitignore, README, tests.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dg6XWUwprmP5QCL18HxssY
This commit is contained in:
Claude
2026-06-19 01:06:40 +00:00
parent c1daef6411
commit 866bd60225
10 changed files with 988 additions and 51 deletions
+15
View File
@@ -24,6 +24,21 @@ class RespondResponse(BaseModel):
status: str
class AnswerItem(BaseModel):
prompt_key: str
prompt_title: str
answer: str = ""
class AnswersResponse(BaseModel):
"""The saved prompts and answers for a conversation, for review/resume."""
conversation_id: str
started_at: datetime
completed_at: Optional[datetime] = None
answers: list[AnswerItem] = []
class Confidence(BaseModel):
triad: Optional[str] = None
type: Optional[str] = None