audit-protocol-efficiency

Token usage optimization identifies redundant file reads, large non-essential tool outputs, and duplicate operations in your conversation timeline. This Skill analyzes execution patterns to recommend specific changes—like prefetching documents or consolidating checks—that directly lower token consumption without sacrificing quality.

Sequential operations that could run in parallel, redundant checks, unclear instructions, and repeated data fetches create bottlenecks. This Skill parses your conversation timeline to detect these patterns, pinpoint missing validations, and recommend protocol changes that reduce execution time and token waste.

Yes. After protocol compliance audit passes without CRITICAL or HIGH violations, this Skill analyzes session execution patterns to identify inefficiencies, detect bottlenecks, and recommend improvements specific to your frequently executed workflow patterns.

Execution time analysis identifies sequential operations that could run in parallel and redundant tool calls within your session. This Skill examines the conversation timeline and quantifies impact, providing specific recommendations to reduce overall task duration.

Protocol efficiency analysis requires jq for parsing and a conversation timeline from a completed session. The Skill processes this data to generate actionable recommendations for reducing token usage and execution time without requiring manual audit.

Subtle inefficiencies—redundant git status checks, repeated file reads, unclear instruction sequences—are tedious to identify manually and often overlooked. Automated analysis detects these patterns systematically and recommends concrete changes, directly saving tokens and time across repeated executions.