CascadingDev/docs
rob da726cb5bf refactor: simplify workflow.py to use AI normalization with minimal fallback
Simplified marker extraction architecture:
- AI normalization (agents.py) handles natural conversation
- Simple line-start matching for explicit markers as fallback
- Removed complex regex patterns (DECISION_PATTERN, QUESTION_PATTERN, ACTION_PATTERN)
- Participants can now write naturally without strict formatting rules

This implements the original design intent: fast AI model normalizes conversational
text into structured format, then simple parsing logic extracts it.

Benefits:
- More flexible for participants (no strict formatting required)
- Simpler code (startswith() instead of regex)
- Clear separation: AI for understanding, code for mechanical parsing
- Cost-effective (fast models for simple extraction task)

Updated workflow-marker-extraction.puml to show patterns in notes
instead of inline text (fixes PlantUML syntax error).

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-02 18:48:12 -04:00
..
AUTOMATION.md docs: comprehensive AI configuration documentation update 2025-11-01 21:48:25 -03:00
DESIGN.md docs: comprehensive AI configuration documentation update 2025-11-01 21:48:25 -03:00
INSTALL.md 1st commit 2025-10-27 20:17:35 -03:00
PROGRESS.md docs: add comprehensive implementation progress tracker 2025-11-01 22:13:56 -03:00
ai-provider-fallback.puml docs: update PlantUML diagrams for multi-provider fallback and regex marker extraction 2025-11-02 13:05:00 -04:00
architecture-overview.puml docs: Add comprehensive PlantUML architecture diagrams 2025-10-31 22:52:02 -03:00
cascading-rules.puml docs: Add comprehensive PlantUML architecture diagrams 2025-10-31 22:52:02 -03:00
commit-workflow.puml docs: update PlantUML diagrams for multi-provider fallback and regex marker extraction 2025-11-02 13:05:00 -04:00
diagrams-README.md docs: update PlantUML diagrams for multi-provider fallback and regex marker extraction 2025-11-02 13:05:00 -04:00
directory-structure.puml updated uml diagrams 2025-10-31 23:19:35 -03:00
discussion-stages.puml docs: update PlantUML diagrams for multi-provider fallback and regex marker extraction 2025-11-02 13:05:00 -04:00
file-lifecycle.puml updated uml diagrams 2025-10-31 23:19:35 -03:00
patcher-pipeline.puml fix: correct PlantUML syntax in patcher-pipeline diagram 2025-11-02 13:22:25 -04:00
voting-system.puml docs: update PlantUML diagrams for multi-provider fallback and regex marker extraction 2025-11-02 13:05:00 -04:00
workflow-marker-extraction.puml refactor: simplify workflow.py to use AI normalization with minimal fallback 2025-11-02 18:48:12 -04:00