meeting-assistant/openspec/changes/archive/2026-05-27-refine-attendees-from-ocr-summary/tasks.md

1. Implementation

• 1.1 Add OpenSpec requirements for OCR participant certainty, summary attendee tools, and speaker identity timing.
• 1.2 Add failing behavior tests for the default OCR prompt and summary attendee tool registration/behavior.
• 1.3 Add failing behavior test proving final speaker identity processing sees attendees changed by summary.
• 1.4 Implement OCR prompt and summary instructions/tool changes.
• 1.5 Move final speaker identity learning/candidate update after summary completion without regressing transcript relabeling.
• 1.6 Update README and run focused/full tests plus openspec validate refine-attendees-from-ocr-summary --strict.

2. Speaker overrides

• 2.1 Add behavior tests for the summary override_speaker tool rewriting transcript labels and recording an override.
• 2.2 Add behavior tests for final speaker identity processing attaching an override to an existing named identity or creating one.
• 2.3 Implement the summary tool, instructions, and agent registration.
• 2.4 Apply recorded overrides during post-summary final speaker identity processing.
• 2.5 Update README and rerun focused/full tests plus openspec validate refine-attendees-from-ocr-summary --strict.

3. Speaker identity deletion

• 3.1 Add behavior tests for the summary delete_identity tool rewriting transcript labels and recording a deletion.
• 3.2 Add behavior tests for final speaker identity processing deleting the matching database identity and preserving the removed transcript label.
• 3.3 Implement the summary tool, instructions, and agent registration.
• 3.4 Apply recorded identity deletions during post-summary final speaker identity processing.
• 3.5 Update README and rerun focused/full tests plus openspec validate refine-attendees-from-ocr-summary --strict.

4. Speaker override merge guard

• 4.1 Add behavior tests for override_speaker refusing duplicate target speaker labels unless merge is enabled.
• 4.2 Add behavior tests for override_speaker merge mode rewriting the transcript and recording the merge intent.
• 4.3 Implement the merge parameter, duplicate target guard, instructions, and agent registration description.
• 4.4 Update README and rerun focused/full tests plus openspec validate refine-attendees-from-ocr-summary --strict.