pi-tools

Use when you have a spec or requirements for a multi-step task, before touching code

Use when auditing a Rust codebase, module, or workspace and wanting cross-model consensus on findings, a false-positive-filtered consolidated report, and a reproducible audit trail in git

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

Use after writing or modifying code to simplify and refine it for clarity, consistency, and maintainability without changing functionality. Triggers after any implementation work in the current session.

Dynamic performance measurement for Rust projects — profiling, load testing, benchmarking, and analysis of existing observability data (traces, metrics, logs). Use when you need measured impact, not inference. Requires either a runnable binary + load generator, or existing production telemetry. For static code-level analysis without measurement, use rust-perf.

Static performance audit for Rust projects — analyzes code for allocation, async, database, data-structure, and compile-time anti-patterns without requiring a running system. Use when reviewing code for performance issues before or instead of load testing. For runtime profiling and load-test analysis, use rust-perf-measure.

Use when adding, reviewing, or improving doc-comments on Rust functions, methods, structs, enums, or modules. Covers idiomatic `///` and `//!` style, required sections, and automation via cargo doc.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when executing implementation plans with independent tasks in the current session

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Review Rust code for clippy warnings, idiomatic patterns, error handling, performance, and best practices. Use when reviewing Rust files or functions.

Use when creating new skills, editing existing skills, or verifying skills work before deployment