seanpedrick-case

Initial document redaction and downloading server outputs: gradio_client, `/doc_redact` first, path/download traps, and `/redact_document` when needed. Not for CSV review or reapply (see doc-redaction-modifications); parallel multi-page review orchestration → doc-redact-page-review.

After initial redaction (doc-redaction-app): Pass 1 parallel per-page OCR/CSV review (subagents), merge, single /review_apply; optional Pass 2 VLM visual check after Pass 1 outputs.

Review and reapply: two-pass workflow — Pass 1 (OCR/CSV/text, default) then optional Pass 2 (VLM per page). Edit *_review_file.csv, preview, /review_apply, verify. Parallel page orchestration → doc-redact-page-review. Initial redaction → doc-redaction-app.

Copy-paste task prompt template for redact + Pass 1 review jobs. User fills setup placeholders and case-specific redaction requirements at the end; agent follows two-pass model (Pass 1 default, Pass 2 only on flagged pages).

Skill for redacting tabular files (CSV/XLSX/Parquet/DOCX) using the Document Redaction app. gradio_client-first with discovery via view_api().

Operate the Document Redaction app with a practical default workflow: short Gradio endpoints via gradio_client, explicit handle_file rules, known failure traps, and output verification before sign-off.

Modify existing PDF redactions using a single default path: Gradio `review_apply` with `gradio_client`. Use this when editing `*_review_file.csv`, adding scanned-page boxes, applying one page at a time, and verifying outputs.