inspect-perf

Installation
SKILL.md

inspect-perf — Semantic Performance & Resource Efficiency Auditor

Domain Rubric

1. Scope & Tolerability Guardrails (What to Ignore)

  • Mandatory Target Scope: The user MUST specify an explicit target path (file, directory, or subsystem). If no target scope is provided, halt turn immediately and prompt for scope; forbid speculative full-repository scans.
  • Semantic Debt vs. Micro-Benchmarking: Confine analysis strictly to structural algorithmic risks, I/O multipliers, and resource retention; ignore sub-microsecond instruction micro-optimizations, compiler inlining nits, or premature caching on cold paths.
  • Governing Reference: Evaluate performance patterns strictly against references/performance-rubric.md.

2. Decision Bifurcation: [LOCAL-FIX] vs. [ARCHITECTURAL-REFACTOR]

  • [LOCAL-FIX] (Localized In-Function Optimization): Algorithmic lookup indexing ($O(1)$ set/map), loop invariant hoisting, or string builder replacement within a single method/file. Route behavior-preserving candidates to /simplify-audit; new query limits or altered result semantics require /changeset.
  • [ARCHITECTURAL-REFACTOR] (Systemic Structural Remediation): Decomposing Cartesian joins into Split Queries / DataLoaders, extracting Transactional Outbox to decouple network I/O from database transactions, worker thread offloading, or introducing bounded distributed caches. Route remediation to /changeset.

Canonical Output Contract

# Performance Audit Dossier: <Target Scope>
Installs
93
GitHub Stars
1
First Seen
Oct 11, 2026