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>
2.1 KiB
2.1 KiB
hook pre-task
Execute pre-task preparations and context loading.
Usage
npx claude-flow hook pre-task [options]
Options
--description, -d <text>- Task description for context--auto-spawn-agents- Automatically spawn required agents (default: true)--load-memory- Load relevant memory from previous sessions--optimize-topology- Select optimal swarm topology--estimate-complexity- Analyze task complexity
Examples
Basic pre-task hook
npx claude-flow hook pre-task --description "Implement user authentication"
With memory loading
npx claude-flow hook pre-task -d "Continue API development" --load-memory
Manual agent control
npx claude-flow hook pre-task -d "Debug issue #123" --auto-spawn-agents false
Full optimization
npx claude-flow hook pre-task -d "Refactor codebase" --optimize-topology --estimate-complexity
Features
Auto Agent Assignment
- Analyzes task requirements
- Determines needed agent types
- Spawns agents automatically
- Configures agent parameters
Memory Loading
- Retrieves relevant past decisions
- Loads previous task contexts
- Restores agent configurations
- Maintains continuity
Topology Optimization
- Analyzes task structure
- Selects best swarm topology
- Configures communication patterns
- Optimizes for performance
Complexity Estimation
- Evaluates task difficulty
- Estimates time requirements
- Suggests agent count
- Identifies dependencies
Integration
This hook is automatically called by Claude Code when:
- Starting a new task
- Resuming work after a break
- Switching between projects
- Beginning complex operations
Manual usage in agents:
# In agent coordination
npx claude-flow hook pre-task --description "Your task here"
Output
Returns JSON with:
{
"continue": true,
"topology": "hierarchical",
"agentsSpawned": 5,
"complexity": "medium",
"estimatedMinutes": 30,
"memoryLoaded": true
}
See Also
hook post-task- Post-task cleanupagent spawn- Manual agent creationmemory usage- Memory managementswarm init- Swarm initialization