tinh2

Audit a real estate analytics platform -- evaluate comparable sales and rental engines, automated valuation models (AVM), demographic and economic indicator pipelines, submarket scoring, gentrification detection, price forecasting accuracy, market cycle analysis, and risk modeling. Covers MLS, CoStar, Zillow, ATTOM, CoreLogic, Census/ACS, and BLS data integrations with spatial visualization and pr

Audit government and federal software for FedRAMP authorization readiness (Low/Moderate/High), NIST 800-53 controls (AC, AU, CM, IA, SC, SI families), FISMA compliance, Section 508 / WCAG 2.1 AA accessibility, FOIA search and redaction, NARA records retention, FIPS 140-2 cryptography, CJIS Security Policy, IRS Pub 1075, data sovereignty, and ATO-blocking gaps. Use when reviewing GovTech, federal c

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

Score your codebase 0-100 across complexity, coupling, cohesion, test coverage, documentation, churn hotspots, dependency health, and lint/type safety. Use when: 'how healthy is this codebase', 'check code quality', 'score my project', 'find tech debt hotspots', 'codebase assessment', 'what needs attention in this repo', 'health check', 'quality audit'.

Audit film, television, and digital content production budgets for above-the-line (ATL) and below-the-line (BTL) cost accuracy, SAG-AFTRA/DGA/WGA/IATSE union rate compliance, fringe and payroll tax calculations, VFX bid variance analysis, post-production cost validation, completion bond readiness, EFC (Estimated Final Cost) projections, tax incentive qualification tracking, and financing waterfall

Analyze food supply chain systems for waste reduction opportunities including shelf life prediction models, FIFO and FEFO inventory rotation enforcement, demand forecasting accuracy and bias, donation logistics workflows, cold chain temperature monitoring, and sustainability reporting against EPA Food Recovery Hierarchy and UN SDG 12.3 targets.

Audit rehabilitation setback prediction systems for clinical risk modeling and early intervention. Use when you need to evaluate risk factor models (Charlson, Elixhauser), early warning indicators for functional decline, 30/60/90-day readmission prediction (LACE index), treatment adherence correlation, psychosocial factor integration (PHQ-9, GAD-7, pain catastrophizing), wearable data ingestion, i

Audit dynamic pricing and revenue management systems for hotels, airlines, and hospitality including inventory controls, overbooking optimization, channel management, competitive rate shopping, and demand-driven pricing. Use when reviewing hotel PMS/RMS integrations, airline yield management, OTA channel managers, booking engines, or pricing optimization platforms using HEDNA standards and STR ben

Audit customer service triage systems for ticket routing, classification, and SLA compliance. Use when you need to evaluate ticket auto-classification accuracy, priority scoring models, skill-based routing logic, escalation pathways, sentiment analysis integration, SLA breach management, first-contact resolution rates, queue health, customer effort scoring, or resolution prediction. Covers Zendesk

Audio file → full publishing kit pipeline. From a single .mp3 or .wav per episode, generates Whisper-large-v3 transcript with word-level timestamps, automatic chapter detection (audio scene change + topic shift), two show-notes lengths (scannable summary + long-form SEO), a 600-1000 word blog post with JSON-LD PodcastEpisode + BlogPosting schema, social shorts (60-second vertical clips with auto-b

Dual-mode UX quality skill — runs a heuristic/accessibility/motion audit on the current codebase, or validates implementation against design mockups. Fixes all issues found and commits.

Audit ESG reporting software and sustainability metric accuracy. Analyzes Environmental (Scope 1/2/3 emissions, water, waste, biodiversity), Social (workforce diversity, pay equity, human rights due diligence), and Governance (board composition, ethics, risk) data collection against GRI, SASB, TCFD, CDP, CSRD/ESRS, ISSB, and UN SDG frameworks. Detects greenwashing risk through claim verification,