← Operations
📋 Implementation Tasks
35
Total Tasks
6
Complete
158
Hours Est.
📊 Project Overview — Updated Feb 23, 2026
9h ✅
Foundation (Done)
12h ✅
Phase 2A (Done)
18h
Phase 2B (Next)
33h
Research Team
18h
Executors
38h
Integration
🔧
Phase 1: Foundation
✅ Complete
9 hours
Feb 17
▼
Create Agent Directory Structure
Set up ~/.openclaw/agents/ with orchestrator, planner, research, executor, critic directories
⏱️ 2h
✅ Complete Feb 17
Define Briefing Artifact JSON Schema
Version, request summary, constraints, approved data, output format, metadata
⏱️ 3h
✅ Complete Feb 17
Create Agent Configuration Templates
Role definition, goals, tools, memory permissions, output specs for each agent
⏱️ 4h
✅ Complete Feb 17
🎯
Phase 2A: Core Orchestrator
✅ Complete
12 hours
Feb 17-18
▼
Implement Intent Classifier
Parse Kyle's request, determine routing to appropriate sub-manager. 93% accuracy achieved.
⏱️ 4h
✅ Complete Feb 17
Build Exception Handler
Log exceptions, retry logic, escalation protocols, state recovery. Retry → Fallback → Escalate pattern.
⏱️ 6h
✅ Complete Feb 17
V1 Baseline Testing
6 comprehensive tests: multi-source research, multi-format content, site health, org restructure, coordination, lookup
⏱️ 2h
✅ 6/6 Complete Feb 18-19
🎯
Phase 2B: Orchestrator Expansion
3 tasks
18 hours
Next Up
▼
Create Final Output Formatter
Telegram-compatible formatting, metadata inclusion, file attachments. Scaffolded, awaiting Kyle review.
⏱️ 2h
📋 Scaffolded Feb 18
Implement Task Decomposer
Work breakdown structure, dependency mapping, priority ranking
⏱️ 6h
👤 Stitch
Build Research Team Spawner
Async task spawning, timeout management, error handling, result aggregation
⏱️ 8h
👤 Stitch
Implement Context Engineer
Prune unnecessary data, structure to schema, validate JSON output
⏱️ 4h
👤 Stitch
🔬
Phase 3: Research Team
7 tasks
33 hours
Week 3
▼
Web Researcher
Brave Search API, web scraping, URL validation
⏱️ 4h
👤 Stitch
Memory Researcher
Semantic search, file system search, memory directory traversal
⏱️ 4h
👤 Stitch
File Researcher
File system access, grep/search, metadata extraction
⏱️ 3h
👤 Stitch
Academic Researcher
Google Scholar, arXiv API, PubMed integration
⏱️ 4h
👤 Stitch
Conflict Detector
Identify contradictions in research findings, assign confidence scores
⏱️ 6h
👤 Stitch
Chain of Debates Loop
Structured argument format, resolution criteria, fallback protocols
⏱️ 8h
👤 Stitch
Data Structurer
JSON output, schema validation, metadata preservation
⏱️ 4h
👤 Stitch
⚡
Phase 4: Executor Team
3 tasks
18 hours
Week 3-4
▼
Code Executor
Template library, syntax validation, sandboxed execution
⏱️ 10h
👤 Stitch
Content Executor
Voice matching, citation integration, format compliance
⏱️ 4h
👤 Stitch
Design Executor
HTML/CSS templates, style consistency, responsive design
⏱️ 4h
👤 Stitch
🔍
Phase 5: Critic System
2 tasks
13 hours
Week 4
▼
Fast Guardrails
Lightweight model interface, safety checks, format validation
⏱️ 9h
👤 Stitch
Deep Reflector
Quality analysis, revision request generator
⏱️ 4h
👤 Stitch
🔗
Phase 6: Memory & Integration
6 tasks
38 hours
Week 5
▼
Short-Term Context Store
Session-level memory, auto-expiry, context window management
⏱️ 4h
👤 Stitch
Long-Term Persistence
File-based storage, semantic search, versioning
⏱️ 6h
👤 Stitch
Knowledge Graph Implementation
Entity extraction, relationship mapping, query interface. Design brief complete Feb 22.
⏱️ 8h
📋 Design Complete
Inter-Agent Communication
Message schema, handoff procedures, error handling
⏱️ 6h
👤 Stitch
End-to-End Testing
Simple tasks, complex workflows, error conditions
⏱️ 8h
👤 Stitch + Kyle
Monitoring Dashboard
Task completion time, error rates, token usage, routing accuracy
⏱️ 6h
👤 Stitch