debugging-reservoir
CommunityTune and diagnose echo-state reservoir dynamics.
Authord-o-hub
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Debug and tune the echo state network reservoir to diagnose spectral radius issues, chaotic dynamics problems, and projection failures, enabling stable and predictable reservoir behavior.
Core Features & Use Cases
- Diagnose spectral radius anomalies and calibrate chaotic dynamics with guided checks.
- Inspect sparse weight formats and reservoir-to-hypervector projection pathways to identify bottlenecks.
- Use in development and testing to reproduce edge cases and verify deterministic behavior of the ESN.
Quick Start
Run the diagnostic suite against your current reservoir configuration to surface radius, projection, and stability issues, and apply calibrated adjustments to restore expected dynamics.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: debugging-reservoir Download link: https://github.com/d-o-hub/chaotic_semantic_memory/archive/main.zip#debugging-reservoir Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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