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Platform
Overview
Platform Index
Guides
Onboarding to the Rewards Assistant Platform
Repositories
consumer-agent
consumer-agent
api
API — Episodes
Architecture Guide
CLI Reference -- PLT-246 New Commands
Deployment Guide
Development Guide
Eval Gate Operations
Experiment Report: Context Duplication When Combining Input Array with previous_response_id
Experiment Report: Responses API Compaction Behavior at High Context Lengths (GPT-5.4)
Experiment Report: previous_response_id — Quality Impact, Token Duplication, and Tool Call Behavior
experiments
JSON Component Fencing Fix: Evaluation Study
Landing Page Agent Latency Optimization
Location-Based Tool Selection Fix
Flag & Observability Conventions
GSI Deployment Guide: GSI_EpisodeMessages
guides
Onboarding to the Rewards Assistant Platform
Integration Testing Guide
MCP Integration Guide
Opik Integration Guide
Rewards Assistant Platform Documentation
Post-Deploy Regressions
research
Intent Classification Research for Consumer-Agent
Shopping-list prompt bisection audit
Sub-Agents-as-Tools Architecture Design
Research: OpenAI Conversations API + Tool Calls — LangChain Incompatibility
Research: Product Search Tool Consolidation
OpenAI Responses API
Setup Guide
specs
Agent Composition (Skills + Connectors + Models)
Runtime Discovery & Sub-Agent Execution
Execution Modes & Event Streaming
Agent CI/CD Pipeline
Agent Variant CI/CD + Experiment-Gated Rollout
Sub-Agent Lifecycle (dev → test → promote → rollback)
Documentation Site
PF9: Eval Foundation
Product Search Tool + Prompt Routing (consumer-agent)
Tool Authoring Guide
API Documentation
consumer-context-service
consumer-context-service
Enrichment Persistence Pipeline
Fuzzy-Match Product Exclusion Classification — Test Results
Local Testing: consumer-context-service against Staging
RFD: Adding Play Context to Consumer Context Service
RFD: Weekly Forecast — Implementation Analysis
specs
Spec Index — Consumer Context Service
001-play-context
Play Context Domain for Consumer Context Service
002-play-graph-integration
Play Data in Consumer Graph (Neo4j)
003-ps6-bff-enrichment
PS6 — Domain Object Enrichment & BFF Assembly
003-weekly-forecast
Weekly Forecast — Personalized Shopping List
005-ps4-mock-proxy
PS4 — Mock Proxy & Test Doubles
006-token-efficient-formatting
Token-Efficient MCP Tool Response Formatting
product-search-consolidation
001-search-enrich-endpoint
Combined Product Search + Enrich Endpoint (consumer-context-service)
consumer-graph-worker
consumer-graph-worker
architecture
Backfill & Dedup Strategy
Graph Database Capacity Experiment Plan
Experiment Enrollment API — Design Document
Neo4j Action Plan
Neo4j Infrastructure Solidification
Read-Cutover Job Queries (Neo4j ↔ Neptune)
Consumer Context API + MCP Service
decisions
ADR-0001: Drop the PD-1 → PD-2 SQS handoff; PD-1 posts the notification gateway directly
Implementation plan — drop PD-1 SQS handoff (ADR-0001)
ADR-0002: Generalize pipeline stage 2 from a fixed CCS enricher to a ref-resolved Enrich stage
ADR-0003: DM identity & persistence — session_id as the unique id, per-type episodes, the three DM axes, and the audit-PK fix
diagrams
DM E2E — diagram image-generation prompts
DM Execution — End-to-End Flow
Shared Enrichment Layer — Product-User Context
Consumer Graph — Neo4j Schema Reference
Kafka Data Ingestion Status
Neo4j Capacity Planning Report
Neo4j EC2 Deployment Guide
Out-of-Band Resources
PD-1 Kafka Mode — Implementation Scope
PLT-410: Store UUIDs in consumer-context-graph instead of base64-encoded IDs
Repurchase Nudge — Direct Message Pipeline
runbooks
Backfill Runbook (Neptune)
Backfill Runbook (Neo4j — legacy)
Coach Precompute Scheduler Runbook
Persist-Retry DLQ Recovery Runbook
Testing Repurchase Nudge DMs
rover-agent
rover-agent
api
API — Episodes
API Endpoint — Landing Page Suggestions
SSE Event Type — Prompt Suggestion
streaming
SSE API Contract — Generic Events
MCP Streaming Events Documentation
System Prompt Contribution Guide
rover-mcp
rover-mcp
agents
MCP Apps SDK Integration Analysis
OpenAI Apps SDK Integration Guide
OpenAI Apps SDK Integration - Implementation Summary
Google Search API Secret Configuration
Rover MCP Metrics
Testing OpenAI Apps SDK Widget Integration
User Purchase History Filtering - Complete Implementation Guide
Widget Button Pattern for ChatGPT Apps SDK
consumer-graph-mcp
consumer-graph-mcp
agents
archive
Agent Access Patterns for Consumer Knowledge Graph
Consumer Graph MCP - Complete Database Schema
Cost Estimation Breakdown & Validation Guide
Direct MCP Testing Results
Consumer Graph Service - Implementation Complete! 🎉
Graph Tools Specification
Neo4j Knowledge Graph Service - Implementation Plan
Knowledge Graph Transformation: Gaps & Opportunities
MCP Server Verification - Complete ✅
Phase 1 MCP Tool Enhancement - Implementation Guide
Phase 2 & Phase 3 Tool Development Plan
Phase 2 Implementation - COMPLETE ✅
Phase 2 Schema Enhancements
Phase 2 Seed Data - COMPLETE ✅
Phase 2 Testing Summary
Phase 2 Tool Development Plan (Revised)
Pre-Computation Patterns for Read Optimization
Implementation Progress
Scalability Analysis: Consumer Graph System
Consumer Graph Service - Implementation Status
Tools Organization Structure
Example Queries & Use Cases
Graph Schema Reference
MCP Tools Reference
AI Agent Documentation
Phase 1 Schema Changes
GitHub
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