Convergence
CommunityKeep AoT loop moving with smart stops.
Authoryodakeisuke
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures the autonomous AoT Loop converges by detecting stalls, evaluating progress, and switching strategies when the DAG stops shrinking.
Core Features & Use Cases
- Progress monitoring: Detect when unresolved Atoms monotically decrease.
- Stall handling: Increment stall_count and switch strategies to avoid infinite loops.
- Stop conditions: Auto-stop when base_case is satisfied or stall_limit reached.
Quick Start
Configure the loop to monitor iterations and pending_atoms; let the Coordinator stop when convergence criteria are met.
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: Convergence Download link: https://github.com/yodakeisuke/ralph-wiggum-aot/archive/main.zip#convergence Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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