Reflect Critique Revisev1.0.0

After generating a Python data processing script over 30 lines, the skill automatically runs a senior engineer critique focusing on resource leaks, exception handling, and off-by-one errors. It then revises the code, closing quality gaps before deployment.

A developer generates SwiftUI code for an iOS app. The skill always triggers for iOS/Swift, checks for missing @MainActor, deprecated APIs, and concurrency issues, then produces a revised version with fixes. This prevents common SwiftUI pitfalls.

A quant developer writes a backtesting script. The skill applies the trading checklist to detect lookahead bias, survivorship bias, and missing slippage. After revision, the backtesting logic is more robust and production-ready.

A frontend developer generates a React component. The skill runs a web checklist covering missing keys, stale closures, accessibility issues, and XSS vulnerabilities. The revised code improves rendering and security.

An analyst generates a venture capital memo. The skill uses the VC checklist to catch unit confusion, overly optimistic TAM, and missing risk factors. The final report is more analytically rigorous.

Offer the skill as an integrated step in CI/CD pipelines for teams using M2.7 models. Automatically review and improve code before pull requests, reducing manual review overhead.

Provide free basic critique with general checklist. Charge for domain-specific checklists (iOS, trading, VC) and higher pass counts, targeting individual developers and small shops.

Integrate with larger AI coding platforms as an add-on for regulated industries (finance, healthcare). Guarantee code meets regulatory standards via custom checklists.