attractorflow
CommunityOrchestrate Claude Code with attractor insights.
Software Engineering#multi-agent#claude-code#mcp-server#lyapunov#dynamical-systems#attractorflow#regime-classification
AuthorSharathSPhD
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates monitoring and steering of Claude Code agent trajectories using attractor-flow dynamics to prevent loops, stalls, or divergent behavior.
Core Features & Use Cases
- Real-time trajectory health assessment using Lyapunov exponents to classify regimes.
- Nine orchestration actions guiding agents (CONTINUE, REDUCE_TEMPERATURE, INJECT_PERTURBATION, SPAWN_EXPLORER, BREAK_SYMMETRY, RESTORE_CHECKPOINT, DECOMPOSE_TASK, NUDGE, HALT).
- MCP server integration for real-time diagnostics and multi-agent task orchestration.
- Use case: manage multi-step Claude Code tasks that risk looping or stagnation by decomposing tasks into parallel subagents when needed.
Quick Start
Initialize AttractorFlow in your Claude Code project and start recording state after each agent step to monitor regimes and trigger interventions.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: attractorflow Download link: https://github.com/SharathSPhD/attractor-flow/archive/main.zip#attractorflow Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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