Desenvolvimento

Analyze franchise and multi-location unit economics including per-location P&L construction, four-wall EBITDA margins, prime cost optimization, contribution margin analysis, break-even modeling, and store-level ROI calculations. Covers FDD Item 19 benchmarking, revenue decomposition by daypart and channel, cost structure analysis (COGS, labor, occupancy), payback period, IRR, and scenario modeling

Audit workplace risk scoring systems and occupational safety programs -- evaluate job hazard analysis (JHA/JSA) methodology and task-level hazard identification, risk matrix calibration for likelihood and consequence scales, exposure assessment accuracy for chemical, noise, vibration, and heat stress monitoring, PPE adequacy under 29 CFR 1910.132(d) and respirator fit testing per 29 CFR 1910.134,

Analyze demand forecasting systems — time-series decomposition (ARIMA, Prophet, ETS), seasonal and event-driven demand modeling, booking curve and pickup analysis, cancellation prediction, forecast accuracy metrics (MAPE, bias), and model retraining pipelines. Audit forecasting codebases for travel, hospitality, e-commerce, and supply chain planning applications.

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

Analyze content engagement metrics, audience retention, attribution models, A/B test results, and recommendation engine effectiveness. Use when: 'audit content metrics', 'evaluate recommendation engine', 'review retention curves', 'assess content A/B tests', 'analyze streaming performance', 'check content attribution', 'evaluate personalization quality', 'benchmark content engagement'.

Use when confronted with an unknown failure in CI or production to rapidly categorize the issue before deep debugging.

Use to audit and remove unused or redundant third-party dependencies from package manifests.

Deterministic checks first, agent review second, regression test for every real bug fixed or document why not. Targets the blind spot where an agent writes and reviews its own code.

Audit contract management codebases for clause extraction accuracy, obligation tracking completeness, risk scoring model quality, renewal management, SLA monitoring, liability exposure, force majeure handling, and IP assignment detection. Covers NLP/regex pattern evaluation, obligation state machines, financial exposure modeling, and audit trail compliance for SOX/GDPR. Use when reviewing legal te

Choose the right code intelligence tool before searching, navigating, refactoring, or analyzing a codebase.

Configure the complete Google Play Store publishing pipeline — upload key generation, AAB bundle optimization, Fastlane supply lanes for internal/beta/production tracks, staged rollout strategy, store listing metadata, data safety form guidance, and content rating preparation

Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and specification compliance. Covers ICH Q1A-Q1E stability guidelines, ICH Q2(R2) method validation, USP compendial verification, ALCOA+ data integrity, Croston shelf life estimation, and LIMS/CDS system evaluation. Use when reviewi