Explore skills

Audit a product codebase for growth readiness using the AARRR pirate metrics framework. Scans actual code for SEO implementation, onboarding friction, retention hooks, monetization flows, and referral mechanics. Checks meta tags, notification systems, email triggers, sharing features, and conversion funnels against growth engineering best practices. Use when launching a new product, diagnosing low

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-

Audit a manufacturing energy management system for monitoring quality, cost optimization, and compliance. Evaluates power metering infrastructure, energy baseline and EnPI calculations, peak demand management and load shifting, renewable energy and battery storage integration, GHG Protocol carbon footprint tracking (Scope 1/2/3), energy cost optimization, and ISO 50001 compliance. Use when buildin

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.

Analyze in-game economy systems including soft and hard currency source-sink balance, inflation projection modeling, loot table drop rate fairness and pity system evaluation, gacha probability disclosure, player marketplace health and price manipulation risks, pay-to-win power gap detection, economy stress testing for hoarder-whale-grinder-casual player archetypes, and currency exploit detection.

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

Audit a grant management system for proposal workflow efficiency, deadline tracking, budget-narrative alignment, outcome reporting, compliance readiness, and win rate optimization. Use when reviewing nonprofit grant software, building a grants CRM, analyzing proposal pipelines, or evaluating funder reporting tools.

Audit a healthcare software codebase for HIPAA Privacy and Security Rule compliance, HITECH breach notification readiness, 21st Century Cures Act interoperability requirements, and state-level regulatory gaps. Produces severity-rated findings with remediation priorities. Use when building EHR/EMR systems, patient portals, telehealth platforms, clinical decision support, or any software that handle

Generate a production-grade Industrial IoT protocol bridge — OPC UA ↔ MQTT Sparkplug B, Modbus → MQTT, or direct PLC (Rockwell/Siemens/Beckhoff) → cloud (AWS IoT Core / Azure IoT Hub / GCP IoT / self-hosted HiveMQ). Output is real code with TLS / X.509 mutual auth, Sparkplug B lifecycle (NBIRTH/DBIRTH/DDATA/DDEATH), canonical topic schema, store-and-forward buffering for network drops, and a docke

Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity (not keyword matching). Crawls the site (sitemap-driven, respects robots), extracts internal links per page, constructs a directed NetworkX graph, computes weighted PageRank, identifies the top sources of authority sink (

Audit a supply chain compliance system for ethical sourcing and labor rights. Evaluates supplier audit programs (SMETA, BSCI), forced labor due diligence (UFLPA, Modern Slavery Act), environmental impact tracking (ZDHC, GHG Protocol), certification management (WRAP, SA8000, OEKO-TEX, GOTS, GRS, Higg Index), corrective action workflows, and multi-tier supply chain transparency. Use when building or

Analyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug and alcohol testing programs. Covers telematics event review, dashcam AI classification, preventability determinations, roadside inspection management, and risk mitigation ROI per FMCSA regulations and CSA methodology.