Desenvolvimento

Analyze disaster prediction and early warning systems — model accuracy for flood, earthquake, wildfire, hurricane, and tsunami hazards, data pipeline reliability from sensor networks and satellite feeds, alert distribution latency and channel coverage, false positive/negative rate calibration, evacuation planning integration, and system resilience under disaster conditions. Audit emergency managem

Design agent tool sets with stable names, narrow schemas, deterministic output shapes, and explicit error paths. No catch-all tools unless unavoidable.

Use ao projetar, executar, depurar ou fortalecer suítes de avaliação determinísticas para habilidades de agente, prompts, fluxos de trabalho de ferramentas ou casos suportados por MCP.

Generate complete self-paced course content — modules, exercises, projects, and assessments from a topic description

Scan a codebase for broken links — dead URLs in Markdown/HTML, broken file references, invalid import paths, stale anchor links, and broken cross-doc references — then auto-fix what it can: replace dead URLs with Wayback Machine archives, update moved file paths via git history, remove anchors that no longer exist, and flag what needs human review. Self-healing: learns fix patterns and improves ov

Analyze fleet maintenance programs for preventive maintenance scheduling effectiveness, parts inventory forecasting, vehicle downtime minimization, total cost of ownership modeling, and telematics integration. Covers DOT annual inspections, FMCSA DVIR requirements, ELD mandate compliance, condition-based maintenance from fault codes, PM compliance rates, and TCO replacement analysis.

Check existing repo capability, external libraries, MCP options, and maintenance risk before writing custom code. Decide adopt/wrap/build with explicit criteria.

Analyze compliance operations for regulatory change tracking, control mapping, policy management, audit readiness, and training compliance. Use when: 'audit compliance program', 'assess GRC platform', 'review regulatory change management', 'check control framework', 'evaluate policy lifecycle', 'audit readiness check', 'review SOX/HIPAA/GDPR controls', 'assess training compliance'.

Audit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category management, maverick spending detection, contract compliance and utilization tracking, three-way PO matching, CIPS-standard sourcing workflows, approval matrix enforcement, P-card policy controls, and total cost of ownership modeli

Generate comprehensive unit tests with edge cases, error paths, and boundary values. Auto-detects test framework (Vitest, Jest, pytest, go test, flutter_test, RSpec, cargo test, JUnit), scans for untested functions by priority, adopts existing test conventions, generates tests with proper mocks, runs them, and self-heals failures in up to 3 iterations. Measures coverage before and after. Use when

Check version bump, changelog, compare range, package metadata, validation commands, publish steps, and rollback plan before cutting a release.

Audit affordable housing and property management software for Fair Housing Act (protected classes, disparate impact screening, AFFH), Section 504/ADA accessibility (5% mobility units, reasonable accommodations), HUD reporting (HUD-50058, PHAS, SEMAP), LIHTC compliance (IRS Section 42 income certification, rent calculation, 8823 noncompliance), lead paint disclosure (pre-1978, EPA RRP), VAWA protec