Browse Source
- Add comprehensive SUMMARY.md with implementation details - Update STATE.md: Phase 35, Plan 1/3 complete - Track performance: 10 min, 378 lines of code - Document key decisions and next phase readiness Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>handoff-20260429-1057
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phase: 35-large-workflow-handling |
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plan: 02 |
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subsystem: chat-context |
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tags: [tdd, selection, subgraph, context-scoping] |
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requires: |
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- src/types/nodes.ts (WorkflowNode type) |
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- src/types/workflow.ts (WorkflowEdge type) |
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provides: |
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- src/lib/chat/subgraphExtractor.ts (extractSubgraph function) |
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- SubgraphResult interface for selection-aware context |
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affects: |
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- Future chat context builder integration (plan 35-03) |
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tech-stack: |
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- TypeScript |
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- Vitest (testing) |
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key-files: |
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- src/lib/chat/subgraphExtractor.ts (89 lines) |
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- src/lib/chat/subgraphExtractor.test.ts (289 lines) |
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key-decisions: |
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- Use Set for O(1) node lookup during edge classification |
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- Boundary connections track both direction and handle type |
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- Empty selection returns all nodes/edges with isScoped=false |
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- Type breakdown uses node.type directly (not node data) |
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- Handle type from sourceHandle/targetHandle with fallback to "unknown" |
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duration: 10 minutes |
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completed: 2026-01-31 |
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--- |
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# Selection-aware subgraph extraction for focused LLM context |
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## Performance |
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**Velocity:** 10 minutes (plan 35-02) |
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**Code output:** 378 lines (89 implementation + 289 tests) |
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**Test coverage:** 8 comprehensive test cases, all passing |
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**Efficiency:** Clean TDD flow (RED -> GREEN, no refactor needed) |
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## Accomplishments |
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Implemented `extractSubgraph()` function that splits a workflow into detailed selected nodes and a lightweight summary of the rest. This enables context-aware chat where users can select specific nodes to focus the LLM's attention, crucial for large workflows with 50+ nodes. |
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Key features: |
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- O(1) node lookup using Set for efficient edge classification |
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- Three-way edge classification: fully within selection, boundary, outside |
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- Boundary connections identify direction (incoming/outgoing) and handle type |
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- Type breakdown counts unselected nodes by type for LLM context |
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- Empty selection returns full workflow (no scoping) |
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## Task Commits |
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| Phase | Commit | Description | |
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|-------|--------|-------------| |
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| RED | d102922 | test(35-02): add failing tests for subgraph extraction | |
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| GREEN | e44bdfa | feat(35-02): implement extractSubgraph for selection-aware context | |
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## Files Created/Modified |
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**Created:** |
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- `src/lib/chat/subgraphExtractor.ts` - Core extraction function with SubgraphResult interface |
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- `src/lib/chat/subgraphExtractor.test.ts` - Comprehensive test suite (8 test cases) |
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**Modified:** |
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- None (net new functionality) |
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## Decisions Made |
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1. **Set-based lookup** - Use `new Set(selectedNodeIds)` for O(1) membership testing during edge classification (scales well for large workflows) |
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2. **Boundary direction semantics** - "incoming" when target is selected (data flows INTO selection), "outgoing" when source is selected (data flows OUT of selection) |
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3. **Handle type tracking** - Store sourceHandle/targetHandle on boundary connections so LLM knows what type of data is crossing the boundary (image vs text) |
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4. **Empty selection behavior** - When `selectedNodeIds` is empty, return all nodes/edges with `isScoped=false` (no scoping applied) |
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5. **Type breakdown source** - Use `node.type` directly rather than inspecting node data (simpler, faster) |
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## Deviations from Plan |
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None. Implementation followed plan exactly: |
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- SubgraphResult interface as specified |
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- All required test cases implemented |
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- Edge classification logic matches spec |
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- Boundary connection structure with direction/handleType fields |
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## Issues Encountered |
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None. Clean TDD execution with no blockers. |
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## Next Phase Readiness |
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**Ready for plan 35-03 (Chat Context Builder Integration):** |
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- extractSubgraph function exported and tested |
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- SubgraphResult interface provides all needed data |
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- Boundary connections enable LLM to understand data flow across selection |
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- Type breakdown gives high-level overview of unselected nodes |
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**Integration points for 35-03:** |
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- Call extractSubgraph() when user has selected nodes |
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- Pass selectedNodes to detailed context builder |
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- Format restSummary into concise text summary for LLM |
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- Include boundary connections in context (e.g., "Node B receives image from Node A outside selection") |
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