What problem does it solve? AI agents waste time rediscovering CLI surfaces through trial and error, and CLI maintainers lack visibility into which commands are safe, parseable, or have undocumented side effects. This Skill measures released CLI binaries as black boxes to produce command indexes, readiness scorecards, and issue ledgers. ## Core Features & Use Cases - Runtime Measurement: Probe CLI binaries with configurable profiles (quick, standard, deep) to infer command shapes, detect side effects, and record evidence. - Command Index Generation: Produce agent-facing command catalogs (command-index.json, AGENT_SKILL.md) with confidence scores, output contracts, and preconditions. - Role-Specific Reports: Generate maintainer fix queues, security reviews of unexpected writes and network calls, and harness guides for agent integration. - Use Case: A DevOps team adds CLIARE to CI so every release of their internal CLI is measured, scored against a 0.75 readiness threshold, and publishes a SARIF report to GitHub code scanning. ## Quick Start Ask the agent to measure your CLI binary with cliare using the standard profile and show the readiness summary.