OpenQode/bin/goose-ultra-final/implementation_plan.md

Implementation Plan: Goose Ultra Architecture Refinement

1. Mem0 Source Map & Architecture Reuse

Goal: Map Goose Ultra's local memory features to Mem0 concepts.

Feature	Mem0 Concept	Goose Ultra Implementation (Local)
Project-Scoped Memory	Multi-Level Memory (User/Session/Agent)	apps/mem0/memory.jsonl (Project Level)
Memory Extraction	Fact Extraction (LLM-based)	extractMemoriesFromText (Qwen Code Prompt)
Top-K Retrieval	Vector Retrieval / Hybrid Search	retrieveRelevantMemories (Keyword + Recency Scoring)
Deduplication	Adaptive Learning / Dynamic Updates	addMemory with existing key check & confidence update
Storage	Vector DB (Chroma/Qdrant) + SQL/NoSQL	JSONL file (Simpler, local-only constraint)

Mem0 Source Locations (Inferred):

• Memory Logic: mem0/memory/main.py
• Utils/Formatting: mem0/memory/utils.py
• Prompts: mem0/configs/prompts.py
• Vector Store Interfaces: mem0/vector_stores/*

2. Quality Gates (UI Enhancements)

Goal: Prevent "Plan Text" or "Unstyled" apps from reaching the user. Current Status: Partially implemented in automationService.ts. Refinements Needed:

• Ensure compilePlanToCode calls runQualityGates. (It does)
• Ensure writeArtifacts (or equivalent) respects the gate result. (It does in generateMockFiles).
• Missing: We need to ensure compilePlanToCode actually uses the repair loop properly. Currently compilePlanToCode calls runQualityGates but seemingly just warns related to retries (logic at line 191-203). It needs to use generateRepairPrompt.

3. Patch-Based Modification (P0 Bugfix)

Goal: Stop full-file rewrites. Use deterministic JSON patches. Current Status: applyPlanToExistingHtml requests full HTML. Plan:

1. Create applyPatchToHtml: A function that takes JSON patches and applies them.
2. Update applyPlanToExistingHtml:
   • Change prompt to PATCH_PROMPT.
   • Expect JSON output.
   • Call applyPatchToHtml.
   • Fallback to Full Rewrite only if Redesign is requested/approved.

Execution Steps

1. Refine Quality Gates: Fix the retry loop in compilePlanToCode to use generateRepairPrompt instead of just re-running with a slightly stricter prompt.
2. Implement Patch Engine: Add applyPatches and the new PATCH_PROMPT.
3. Wire Memory: Inject memory into compilePlanToCode and applyPlanToExistingHtml prompts. Hook up extraction.