Work Stoppage & Loop Diagnostic
Diagnoses stalled or looping agent-led issue trees and creates structured resolution plans based on core product liveness rules.
Diagnoses stalled or looping agent-led issue trees and creates structured resolution plans based on core product liveness rules.
This skill provides a specialized diagnostic framework for investigating why autonomous agents have stopped making progress, stalled, or entered infinite loops within the Paperclip ecosystem. It performs deep forensics on issue trees, identifies specific stop-points, and proposes high-level product rules to ensure productive work continues while preventing recursive failures. Instead of immediate code fixes, it generates comprehensive, multi-phase plans gated by human approval, ensuring that all proposed changes align with system invariants and existing execution semantics.
