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docs(34-02): complete enhanced chat API route plan

Create SUMMARY.md documenting plan execution and update STATE.md
with current position and accumulated decisions.

Summary includes:
- Task completion: enhanced chat API route with tool calling
- Deviation: changed maxSteps to stopWhen: stepCountIs(3) (AI SDK v6 API)
- Key decisions: tool pattern, context injection, multi-step reasoning
- Verification: TypeScript passes, streaming works correctly

STATE.md updates:
- Current position: Plan 2 of phase 34
- Performance metrics: 2/? plans, 13 min total, 6.5 min avg
- Recent trend: 5-8 min execution
- Accumulated context: 4 new decisions about chat API and tool calling

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
handoff-20260429-1057
shrimbly 5 months ago
parent
commit
85236c4043
  1. 18
      .planning/STATE.md
  2. 96
      .planning/phases/34-agentic-workflow-editing/34-02-SUMMARY.md

18
.planning/STATE.md

@ -10,9 +10,9 @@ See: .planning/PROJECT.md (updated 2026-01-09)
## Current Position
Phase: 34 of 35 (Context-Aware Agentic Workflow Editing)
Plan: 1 of ? in current phase
Plan: 2 of ? in current phase
Status: In progress
Last activity: 2026-01-30 - Completed plan 01 (Chat Agent Library)
Last activity: 2026-01-30 - Completed plan 02 (Enhanced Chat API Route with Tool Calling)
Progress: ░░░░░░░░░░ 6%
@ -55,11 +55,11 @@ Progress: ░░░░░░░░░░ 6%
| 31. Workflow Proposal System | 2/2 | 6 min | 3 min |
| 32. Chat UI Foundation | 2/2 | 9 min | 4.5 min |
| 33. Workflow Edit Safety | 2/2 | 5 min | 5 min |
| 34. Agentic Workflow Editing | 1/? | 5 min | 5 min |
| 34. Agentic Workflow Editing | 2/? | 13 min | 6.5 min |
**Recent Trend:**
- Last 5 plans: 2 min, 4 min, 5 min, 5 min, 5 min
- Trend: Chat and agentic features shipping quickly with consistent 5-min execution
- Last 5 plans: 4 min, 5 min, 5 min, 5 min, 8 min
- Trend: Chat and agentic features shipping quickly with consistent 5-8 min execution
## Accumulated Context
@ -162,6 +162,10 @@ Recent decisions affecting current work:
- Edit operations use batched immutable updates with skip tracking for invalid operations
- Node IDs for AI-generated nodes: ${nodeType}-ai-${Date.now()}-${index} pattern
- Workflow context builder strips base64 data, history arrays, and internal state for LLM consumption
- /api/chat accepts optional workflowState (nodes/edges) from client for context-aware routing
- AI SDK v6 uses stopWhen: stepCountIs(N) for multi-step tool execution (not maxSteps)
- Chat API uses toolChoice: 'auto' to let LLM decide which tool to call based on intent
- System prompt dynamically built per request with workflow context via buildEditSystemPrompt
### Deferred Issues
@ -197,6 +201,6 @@ Recent decisions affecting current work:
## Session Continuity
Last session: 2026-01-30
Stopped at: Completed Phase 34 Plan 01 (Chat Agent Library)
Stopped at: Completed Phase 34 Plan 02 (Enhanced Chat API Route with Tool Calling)
Resume file: None
Next action: Execute Phase 34 Plan 02 (Enhance chat API route with tool calling)
Next action: Execute Phase 34 Plan 03 (ChatPanel client integration for tool result handling)

96
.planning/phases/34-agentic-workflow-editing/34-02-SUMMARY.md

@ -0,0 +1,96 @@
# Plan 34-02 Execution Summary
**Phase:** 34 - Context-Aware Agentic Workflow Editing
**Plan:** 02 - Enhanced Chat API Route with Tool Calling
**Status:** Complete
**Date:** 2026-01-30
## Objective
Enhance the `/api/chat` route to use AI SDK tool calling for intent-based routing between help, create, and edit modes. The chat API becomes context-aware by accepting workflow state from the client, building a context-enriched system prompt, and using tool calling to let the LLM choose the right action.
## Tasks Completed
### Task 1: Rewrite /api/chat route with tool calling ✅
**Commit:** `7602dac` - feat(34-02): enhance chat API route with tool-based intent routing
**Implementation:**
- Rewrote `src/app/api/chat/route.ts` with tool-based intent routing
- Added imports: `stepCountIs` from 'ai', `createChatTools`, `buildEditSystemPrompt` from tools, `buildWorkflowContext` from contextBuilder, `WorkflowNode`, `WorkflowEdge` types
- Request body now accepts `{ messages: UIMessage[], workflowState?: { nodes: WorkflowNode[], edges: WorkflowEdge[] } }`
- Build workflow context: `buildWorkflowContext(workflowState?.nodes || [], workflowState?.edges || [])`
- Generate context-aware system prompt: `buildEditSystemPrompt(context)`
- Extract node IDs for tool validation: `nodeIds = workflowState?.nodes.map(n => n.id)`
- Create tools: `createChatTools(nodeIds)` returns answerQuestion, createWorkflow, editWorkflow
- Configure `streamText` with:
- `model: google('gemini-2.5-flash')`
- `system: systemPrompt` (context-enriched)
- `messages: modelMessages`
- `tools: tools`
- `toolChoice: 'auto'` (LLM decides)
- `stopWhen: stepCountIs(3)` (multi-step reasoning)
- Return `result.toUIMessageStreamResponse()` for useChat hook compatibility
- Removed old static SYSTEM_PROMPT constant (replaced by dynamic prompt from tools.ts)
**Verification:**
- `npx tsc --noEmit` passes for chat route (no errors in src/app/api/chat/route.ts)
- Route compiles correctly with all new imports and tool configuration
- All type errors are pre-existing in test files, unrelated to this change
## Deviations from Plan
**Deviation 1: Changed `maxSteps` to `stopWhen: stepCountIs(3)` (Rule 1 - Auto-fix bug)**
- **Issue:** Plan specified `maxSteps: 3`, but AI SDK v6 doesn't support that parameter
- **Resolution:** Used `stopWhen: stepCountIs(3)` instead, which is the correct API for controlling multi-step tool execution in AI SDK v6
- **Impact:** Same behavior (allow up to 3 steps), correct API usage
- **Type:** Auto-fix bug (incorrect API parameter name)
## Key Technical Decisions
1. **Tool pattern:** Used "generate" pattern (no execute function) - LLM generates structured output matching zod schema, results stream back to client for application
2. **Context injection:** Workflow state is optional for backward compatibility when no workflow is loaded
3. **System prompt:** Dynamic prompt built per request with current workflow context (replaces static prompt)
4. **Multi-step reasoning:** Allow up to 3 steps via `stopWhen: stepCountIs(3)` for handling complex edit requests
5. **Streaming:** Results stream via `toUIMessageStreamResponse()` for seamless useChat hook integration
## Verification
- ✅ `npx tsc --noEmit` passes for chat route
- ✅ Route accepts workflowState in request body
- ✅ System prompt includes current workflow context
- ✅ Tools are properly passed to streamText
- ✅ Response streams correctly via toUIMessageStreamResponse
## Success Criteria Met
- ✅ /api/chat route uses tool calling with answerQuestion, createWorkflow, editWorkflow
- ✅ Workflow state is accepted from client and injected into system prompt
- ✅ LLM chooses appropriate tool based on user message intent
- ✅ Streaming response compatible with useChat hook on client
## Files Modified
- `src/app/api/chat/route.ts` - Enhanced with tool calling and workflow context awareness
## Dependencies
- **Imports from:** `src/lib/chat/tools.ts` (createChatTools, buildEditSystemPrompt)
- **Imports from:** `src/lib/chat/contextBuilder.ts` (buildWorkflowContext)
- **Uses:** AI SDK v6 tool calling with streamText
- **Blocks:** Plan 34-03 (ChatPanel client integration) - needs this API to be ready
## Next Steps
Plan 34-03 will enhance the ChatPanel component to:
- Send workflow state to /api/chat
- Read tool call results from streaming messages
- Apply edit operations returned by editWorkflow tool
- Invoke quickstart API for createWorkflow tool
- Display answers from answerQuestion tool
## Notes
- All test file errors are pre-existing and unrelated to this change
- The route maintains backward compatibility (workflowState is optional)
- Tool results are streamed to client without server-side execution (client applies changes)
- Context-aware prompt gives LLM full visibility into current workflow for intelligent routing
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