gmal-scope-builder/backend
DJP bc778ce7af P2: Iterative prompting + RFP brief analysis engine
Iterative Prompting:
- Chat box on Match Review tab for natural language refinement
- "re-run under 70%" / "ignore zero volume" / "set all volumes to 1"
- Claude interprets instruction into structured actions
- Actions: rematch_below_threshold, rematch_specific, delete_assets, set_volume
- Re-matches affected assets automatically after refinement
- Chat log shows instruction history

RFP/Brief Analysis:
- New "Brief Analysis" tab between Upload and Match Review
- Extracts: summary, objectives, KPIs, channels, audiences, deliverable categories,
  constraints, timeline, budget, complexity assessment
- Generates prioritized discovery questions (Red/Amber/Green)
- Questions include category, rationale, and priority level
- Stored as JSON in project.brief_analysis field
- Uploaded files now saved to data dir for re-analysis
- Re-analyze button to refresh analysis

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-09 14:15:31 -04:00
..
alembic Initial commit - GMAL Scope Builder 2026-03-27 17:35:14 -04:00
app P2: Iterative prompting + RFP brief analysis engine 2026-04-09 14:15:31 -04:00
alembic.ini Initial commit - GMAL Scope Builder 2026-03-27 17:35:14 -04:00
Dockerfile Initial commit - GMAL Scope Builder 2026-03-27 17:35:14 -04:00
requirements.txt Add Azure SSO + production deployment config 2026-03-28 18:51:18 +00:00
start.sh Add Azure SSO + production deployment config 2026-03-28 18:51:18 +00:00