deep-auditlisted
Install: claude install-skill espensev/ai-skills
# Deep Audit - Runtime and Efficiency Investigation
Reconstruct how a system actually executes, identify the multipliers that make
work operationally significant, and separate proven findings from suspicions.
Prefer a few deeply evidenced findings over a catalog of local code smells.
## Scope and Routing
Use this skill for repository or subsystem audits centered on:
- CPU work and algorithmic growth
- allocations, copying, retention, and garbage-collection pressure
- filesystem, network, database, process, device, logging, and IPC behavior
- concurrency, scheduling, locks, queues, timers, workers, and backpressure
- repeated, discarded, eager, overlapping, or retry-amplified work
- startup, steady state, failure, cancellation, recovery, and shutdown
- latency, throughput, responsiveness, scalability, and resource saturation
Route narrower requests elsewhere:
- Use `review` for a branch, PR, staged, or working-tree diff review.
- Use `diagnosing-bugs` for one reproducible failure or performance regression
when the goal includes a fix.
- Use `discover` for bounded pre-planning research that does not require a
runtime cost model or multi-pass audit state.
- Use `qa` for test execution, coverage, and failure triage.
- Use a security-specific workflow for authentication, authorization,
injection, secrets, supply-chain, or vulnerability assessment. Do not claim
security coverage from a runtime-efficiency audit.
- Use a provider's orchestration workflow when the primar