2c1acda2f3
- Update DQN trainer with gradient collapse detection warmup - Add portfolio tracker improvements - Include hyperopt trial results (multiple Sharpe ratio experiments) - Add new test files for action/position sign convention, early stopping, cash reserve bugs, and portfolio execution - Update trained model files - Add Claude Code configuration and skills 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
63 lines
1.7 KiB
Markdown
63 lines
1.7 KiB
Markdown
# Research Workflow Coordination
|
|
|
|
## Purpose
|
|
Coordinate Claude Code's research activities for comprehensive, systematic exploration.
|
|
|
|
## Step-by-Step Coordination
|
|
|
|
### 1. Initialize Research Framework
|
|
```
|
|
Tool: mcp__claude-flow__swarm_init
|
|
Parameters: {"topology": "mesh", "maxAgents": 5, "strategy": "balanced"}
|
|
```
|
|
Creates a mesh topology for comprehensive exploration from multiple angles.
|
|
|
|
### 2. Define Research Perspectives
|
|
```
|
|
Tool: mcp__claude-flow__agent_spawn
|
|
Parameters: {"type": "researcher", "name": "Literature Review"}
|
|
```
|
|
```
|
|
Tool: mcp__claude-flow__agent_spawn
|
|
Parameters: {"type": "analyst", "name": "Data Analysis"}
|
|
```
|
|
Sets up different analytical approaches for Claude Code to use.
|
|
|
|
### 3. Execute Coordinated Research
|
|
```
|
|
Tool: mcp__claude-flow__task_orchestrate
|
|
Parameters: {
|
|
"task": "Research modern web frameworks performance",
|
|
"strategy": "adaptive",
|
|
"priority": "medium"
|
|
}
|
|
```
|
|
|
|
### 4. Store Research Findings
|
|
```
|
|
Tool: mcp__claude-flow__memory_usage
|
|
Parameters: {
|
|
"action": "store",
|
|
"key": "research_findings",
|
|
"value": "framework performance analysis results",
|
|
"namespace": "research"
|
|
}
|
|
```
|
|
|
|
## What Claude Code Actually Does
|
|
1. Uses **WebSearch** tool for finding resources
|
|
2. Uses **Read** tool for analyzing documentation
|
|
3. Uses **Task** tool for parallel exploration
|
|
4. Synthesizes findings using coordination patterns
|
|
5. Stores insights in memory for future reference
|
|
|
|
Remember: The swarm coordinates HOW Claude Code researches, not WHAT it finds.
|
|
|
|
## CLI Usage
|
|
```bash
|
|
# Start research workflow via CLI
|
|
npx claude-flow workflow research "modern web frameworks"
|
|
|
|
# Export research workflow
|
|
npx claude-flow workflow export research --format json
|
|
``` |