Desenvolvimento

Use when encountering any bug, test failure, unexpected result, or failed replication - before proposing fixes or explanations

Pull and analyze Google Search Console data via the GSC API. Produces: weekly query × page performance with WoW/MoM/YoY deltas, top movers report (winners + losers ranked by absolute click change), click-loss attribution (lost rank? lost impressions? lost CTR?), query-page mismatch detection (page ranking for the wrong query), branded-vs-nonbranded split, position-bucket analysis (top 3, 4-10, 11-

Generate a production-grade KYC / AML / sanctions screening pipeline for customer onboarding, transaction monitoring, and ongoing review. Screens against OFAC SDN, OFAC Consolidated, EU sanctions, UK HMT, UN Security Council, plus PEP (politically exposed persons), adverse media, and UBO (ultimate beneficial owner) traces. Implements fuzzy name matching (Damerau-Levenshtein + Jaro-Winkler), alias

Weekly / monthly closed-loop reporter for Peec AI visibility growth. Measures what moved (visibility per prompt, cluster, zone) against what was invested (content published, pitches sent, forum answers), detects winning patterns, and outputs a ranked next-actions list — not a dashboard. Closes the feedback loop for the growth agent. Use weekly for active projects or monthly for maintenance-mode.

Analyze game monetization implementations including IAP purchase flow and server-side receipt validation, ad mediation waterfall and rewarded video placement, subscription lifecycle and grace period handling, battle pass XP progression, loot box probability disclosure for regulatory compliance, regional pricing tiers, COPPA and GDPR consent, refund revocation, anti-predatory pattern detection, and

Track brand mentions, URL citations, and share-of-voice across the 2026 AI search surface — ChatGPT (with browsing), Perplexity, Claude (with search), Google Gemini, Google AI Overviews, Bing Copilot, You.com, Phind, and Microsoft Copilot. Polls a configurable query set per engine on a schedule; logs whether your brand was mentioned, whether your URL was cited, who your competitors were, and how a

Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.

Audit investment portfolio management software for mean-variance optimization, Black-Litterman model, risk parity allocation, VaR/CVaR risk metrics, Brinson performance attribution, tax-loss harvesting rebalancing logic, Sharpe ratio calculations, efficient frontier accuracy, and GIPS-compliant reporting in wealth management and robo-advisor codebases.

Gera documentação de repositório com qualidade de marketing a partir da análise de código-fonte, escaneando 10 categorias de sinais e extraindo funcionalidades com evidências em nível de arquivo para produzir README, CHANGELOG, ROADMAP e mais de 15 outros documentos. Possui zero dependências de tempo de execução. Para gerenciamento de arquivos de contexto de IA, veja ContextDocs.

Runtime sweep that catches mobile-layout bugs: content clipped off the edge of a phone screen, touch targets smaller than 44×44px, text inside a button or input that overflows its visible width, and modals that extend past the viewport. Loads the running web app in headless Chromium at 360px / 390px / 768px and reports every offender with a screenshot crop and a concrete fix. TRIGGER whenever the

Use when modifying dbt metrics or semantic models to ensure mathematical correctness and backwards compatibility.

Audit manufacturing predictive maintenance systems for OPC-UA/MQTT sensor data pipelines, time-series storage retention, ML model lifecycle (training-serving skew, drift detection, retraining triggers), MTBF/MTTF/MTTR reliability calculations, Weibull survival analysis, RUL prediction accuracy, alert threshold tuning and false positive management, CMMS/ERP integration, spare parts demand forecasti