Claude Skills by tinh2

Audit SKU portfolio health and identify rationalization opportunities. Use when you need to evaluate assortment planning strategy, ABC/Pareto long-tail analysis, store clustering for localized assortments, product lifecycle stage detection, cannibalization and substitution modeling, SKU rationalization scoring, category management alignment, planogram feasibility, private label vs national brand performance, or new item hit rate analysis. Covers retail merchandising, CPG category management, ...

Audit personal finance and budgeting app spending intelligence features. Use when you need to evaluate transaction categorization accuracy (MCC mapping, ML classification, merchant matching), budget adherence tracking and alerts, behavioral nudge effectiveness and fatigue, savings goal automation (round-ups, found money), subscription detection and cancellation workflows, financial health scoring models, bank aggregation pipeline quality (Plaid, Yodlee, MX), or variable income budget handling...

Audit workforce scheduling systems for labor optimization and compliance. Use when you need to evaluate labor demand forecasting accuracy, shift generation and optimization algorithms, skill-based staff routing, FLSA overtime compliance, predictive scheduling law compliance (OR, NYC, Chicago, Seattle), union CBA shift bidding rules, real-time schedule adjustments (call-outs, flex staffing, VTO), cross-training ROI, or labor cost as percentage of revenue. Covers UKG/Kronos, ADP, Workday, Deput...

Dynamic pricing engine for short-term rentals (Airbnb, VRBO, Booking.com, Direct) — sets nightly rates based on a comp set (40+ filters: bedrooms, bathrooms, amenities, location radius, rating tier), seasonality patterns (weekly + monthly + annual cycles per market), local events (concerts, conferences, sports), lead-time demand curves (60+ day, 30-day, last-minute), booking pace (year-over-year same-day-of-week), gap-night and orphan-night pricing, minimum-stay enforcement, and your property...

Audit adaptive learning and student personalization systems for pedagogical quality. Use when you need to evaluate learning path algorithms (branching, remediation, acceleration), mastery detection models (Bayesian, IRT, threshold-based), knowledge graph prerequisite accuracy, recommendation engine fairness and bias, spaced repetition and interleaving, WCAG 2.1 AA and Section 508 accessibility compliance, IEP/504 accommodation implementation, xAPI/SCORM/LTI data integration, or teacher/studen...

Audit a media production studio or post-production facility. Analyzes facility scheduling and utilization, equipment lifecycle tracking, editorial and VFX pipelines, color grading and finishing workflows, digital asset management (MAM/DAM), IMF/MXF format compliance, SMPTE standards adherence, content security posture (TPN readiness), and talent/crew coordination systems.

Assess supply chain risk exposure and resilience posture. Analyzes supplier dependency mapping (Tier 1/2/3), geographic concentration risk, single-source vulnerability, disruption scenario modeling (pandemic, trade war, port closure), Monte Carlo simulation, financial health monitoring (Altman Z-score), early warning systems, compliance tracking (UFLPA, conflict minerals, sanctions), ESG supply chain scoring, and mitigation strategy evaluation.

Evaluate survey data pipelines and research methodology. Analyzes response bias detection (speeders, straight-liners, bots), statistical significance testing (t-test, chi-square, ANOVA with Bonferroni correction), sentiment and theme extraction from open-ended responses, conjoint analysis (CBC/ACA with Hierarchical Bayes estimation), MaxDiff best-worst scaling, survey design quality, weighting methodology, and cross-tabulation reporting for platforms like Qualtrics and SurveyMonkey.

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, cherry-picking detection, net-zero integrity checks, and base year consistency analysis. Evaluate...

Audit corporate tax compliance systems across jurisdictions. Analyzes tax engine configuration (Avalara, Vertex, ONESOURCE), nexus determination and Wayfair economic nexus tracking, sales/use tax calculation accuracy, federal and state income tax compliance (book-to-tax adjustments, NOL, R&D credits, apportionment), ASC 740 tax provision automation (ETR, deferred tax, uncertain tax positions), transfer pricing documentation (OECD BEPS Pillar One/Two, GloBE rules, CbCR), and filing calendar ma...

Evaluate edtech tools for their real impact on teacher time and administrative burden. Analyzes grading automation (auto-scoring, rubric-based feedback, batch workflows), lesson planning efficiency (template reuse, standards auto-tagging, pacing guide integration), parent communication systems (automated notifications, translation, conference scheduling), administrative task reduction (single-entry data flow, IEP/504 accommodation surfacing, compliance documentation), report generation (repor...

Inventory and prioritize all technical debt in a codebase. Scans for TODO/FIXME/HACK markers and stale comments, outdated and deprecated dependencies with CVE detection, high-churn files and cyclomatic complexity hotspots, duplicated code blocks, missing test coverage on critical paths (auth, payments, data mutations), hardcoded magic numbers and configuration debt, god objects over 500 lines, circular dependencies, and architectural inconsistencies. Produces a scored priority backlog with qu...

Analyze field service technician productivity and workforce efficiency. Evaluates wrench time utilization rates (benchmark 55-65%), travel time optimization, first-time fix rate (FTFR) decomposition by root cause, callback pattern analysis, job duration accuracy (estimated vs actual), skill gap identification with certification matrix mapping, training ROI calculation, and performance tier distribution using field service KPI frameworks and wrench time study methodology.

Evaluate therapy outcome measurement systems for rehabilitation and physical therapy. Analyzes functional improvement scoring (MCID, MDC, risk-adjusted residuals), treatment effectiveness comparison by therapist, diagnosis, and facility with case-mix adjustment, discharge readiness prediction (plateau detection, visit utilization trending), patient satisfaction correlation with clinical outcomes, and quality reporting compliance (CMS MIPS, CARF accreditation) using FOTO, AM-PAC, OPTIMAL, DASH...

Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven), contraindication enforcement and safety checks, difficulty progression logic (multi-parameter advancement with regression pathways), patient compliance prediction models, home exercise program (HEP) generation and delivery workflows, video/image exercise library quality and accessibility, and outcome-driven treatment pla...

Analyze cybersecurity threat intelligence, triage security alerts, classify IOCs, map attacks to MITRE ATT&CK kill chain, reduce false positives, and attribute threat actors. Covers SIEM tuning, threat feed quality, detection coverage gaps, Diamond Model analysis, and strategic threat assessments for SOC and incident response teams.

Analyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking. Evaluates LMS platforms, SCORM/xAPI compliance, completion prediction models, learning outcome measurement against Bloom's taxonomy, ROI tracking, and workforce development program effectiveness.

Analyze airline, airport, cruise, and tour operator systems for ground handling efficiency, aircraft turnaround optimization, disruption management, and GDS integration. Covers IATA/ICAO compliance, IROPS recovery, on-time performance tracking, embarkation logistics, transfer coordination, and NDC implementation for travel technology platforms.

Analyze behavioral health outcome tracking systems for clinical measurement validity, treatment effectiveness, and provider performance comparison. Evaluates PHQ-9, GAD-7, PCL-5, and AUDIT instrument scoring accuracy, longitudinal trend analysis with Reliable Change Index, risk-adjusted provider benchmarking, evidence-based practice fidelity monitoring, and quality reporting for HEDIS, MIPS, and CARF accreditation.

Analyze insurance underwriting systems for risk assessment accuracy, pricing adequacy, and portfolio exposure management. Evaluates predictive models (GLM, GBM), rating algorithms, loss ratio performance by line of business, guideline automation engines, regulatory compliance (NAIC, SERFF filings), and model governance following SR 11-7 standards across personal, commercial, and specialty lines.

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 for QSR, fast-casual, retail, and service franchises.

Analyze vehicle routing and fleet optimization systems for route planning algorithms, multi-stop sequencing, time window constraints, and last-mile delivery performance. Evaluates VRP solver strategies (OR-Tools, OptaPlanner, VROOM), CVRP/VRPTW constraint handling, FMCSA hours-of-service compliance, load balancing, fleet utilization metrics, cost-per-delivery tracking, and dynamic re-routing for delivery and logistics operations.

Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment. Covers scorecard frameworks (quality, timeliness, cost, safety), procurement workflow optimization, RFP/RFQ process evaluation, contract structure analysis, insurance and compliance verification, diversity program tracking, and vendor concentration risk for facilities, IT, and service operations.

Analyze vendor management systems for performance scorecards, third-party risk assessment, SLA enforcement, vendor rationalization, and relationship governance. Evaluates vendor tiering strategies, risk taxonomy (financial, cyber, compliance, geopolitical), continuous monitoring with BitSight/SecurityScorecard, ITIL supplier management alignment, diversity program tracking, and lifecycle management from onboarding through offboarding following OCC, FFIEC, and GDPR frameworks.

Analyze volunteer management platforms for skill-based matching algorithms, shift scheduling optimization, availability tracking, and retention analysis. Evaluates training compliance workflows, background check integration, communication channel efficiency, engagement scoring, churn prediction, impact reporting, and recognition systems for nonprofits, disaster response, healthcare, and community service organizations.

Audit warehouse flow design and material movement -- evaluate pick path optimization algorithms, ABC velocity-based slotting compliance, zone configuration and boundary balancing, conveyor merge point and sortation system capacity, wave planning logic, and throughput bottleneck identification. Covers S-pattern and serpentine routing, golden zone placement, goods-to-person vs. pick-to-light vs. voice-directed picking, inbound-to-outbound flow path modeling, replenishment timing, Theory of Cons...

Audit warehouse management system operations -- evaluate WMS platform architecture (Manhattan, Blue Yonder, SAP EWM, Korber, Infor), inbound receiving and ASN processing, putaway rules and cross-docking logic, picking strategy selection (discrete, batch, zone, wave, cluster, goods-to-person), inventory accuracy with cycle counting and RFID tracking, labor management with engineered standards and productivity KPIs, and automation readiness for AS/RS, AMR, AGV, and conveyor sortation. Covers ba...

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, and ergonomic risk factors using REBA, RULA, NIOSH Lifting Equation, and Strain Index. Covers NIO...

Audit pharmaceutical yield prediction systems and process analytical technology -- evaluate critical process parameter (CPP) to critical quality attribute (CQA) relationships, design space characterization per ICH Q8(R2) Quality by Design, PAT sensor readiness (NIR, Raman, FBRM) for real-time release testing, scale-up modeling from lab to pilot to commercial with dimensional analysis, and raw material variability impact on batch yield. Covers multivariate analysis with PCA and PLS regression,...

Generate platform-optimized video ads from a product brief. Supports brand kits, 6 ad types, 6 platform formats (TikTok, Instagram, YouTube, Facebook, LinkedIn), batch personalization, A/B variants, stock footage, screen recordings, and AI voiceover. ~$1-5/video.

Scaffold a production-ready native Android app -- generate a complete Kotlin project with Jetpack Compose UI, MVVM architecture, Hilt dependency injection, Room database with offline-first caching, Retrofit and OkHttp networking with auth interceptors, Firebase push notifications with notification channels, Material 3 theming with dynamic color and design tokens, EncryptedSharedPreferences for secure storage, NavHost navigation with typed routes, build variants (debug, staging, release) with ...

Scaffold a production-ready backend REST API -- generate a complete server project with routes, controllers, service layer, repository pattern, database models with migrations, JWT authentication with RBAC, request validation, global error handling with custom error classes, structured JSON logging, rate limiting, CORS, health check endpoint, OpenAPI/Swagger documentation, multi-stage Dockerfile, and docker-compose with PostgreSQL and Redis. Supports Fastify 5, NestJS, Express, FastAPI, Djang...

Build working apps from plain English descriptions -- scaffolding, styling, and deployment with zero coding knowledge required. Triggers on: build me an app, I want to make, create an app that, I have an idea for, build something that, make me a website, I need an app.

Generates professional app icons and applies them to any project. Triggers on mentions of icon, logo, branding, launcher icon, favicon, app icon, PWA icon, splash icon, or store listing graphics. Supports Flutter, React Native, native iOS/Android, web apps, Electron, macOS, and Windows.

Build business automations from plain English -- scheduled tasks, file watchers, API integrations, and alerts with no coding required

Full-stack app builder — takes a competitor app, idea, or spec and executes an 8-phase pipeline to produce a working application. Supports any tech stack. Trigger: build an app, clone this app, build a competitor, build from scratch, build me a [thing].

Build a complete Chrome browser extension with Manifest V3 -- generate popup UI with React 19 and Tailwind CSS, content scripts with Shadow DOM isolation, background service worker with event-driven architecture, type-safe chrome.storage wrappers (sync and local), type-safe message passing between popup, content, and background contexts, options page with settings management, context menu integration, keyboard shortcuts, and minimum-permission manifest. Uses TypeScript strict mode, Vite with ...

Generate a production-ready command-line tool -- scaffold a complete CLI application with subcommand parsing, interactive prompts with validation, colored and structured output (tables, spinners, progress bars), JSON output mode for scripting, XDG-compliant config management, custom error types with exit codes, and distribution setup for publishing. Supports Node.js (Commander.js, Inquirer, chalk, ora), Python (Typer, Rich, httpx, Pydantic), Go (Cobra, Bubble Tea, Lip Gloss, Viper, goreleaser...

Generate blog posts, social media, email sequences, landing pages, and newsletters — SEO-optimized and platform-formatted

Scaffold a production-ready cross-platform mobile app -- auto-detect or select framework (Flutter with Riverpod and GoRouter, React Native with Redux Toolkit and React Navigation 7, Kotlin Multiplatform with Ktor and SQLDelight, or .NET MAUI with CommunityToolkit.Mvvm) and generate shared business logic, platform-adaptive UI with iOS Cupertino and Android Material conventions, deep link navigation, offline-first data layer with secure credential storage, environment configs for dev/staging/pr...

Analyze CSV, Excel, or JSON data — summaries, trends, charts, and plain-English insights with no coding required

Generates database migrations, updates ORM models, and verifies compilation. Auto-detects migration system, ORM, database, and language from the codebase.

Build a considered, cozy, editorial single-file web app (Firebase backend optional). Use when the user asks for a personal/family/couple/journaling/cozy app: "build a family board", "shared list app for me and my partner", "create a household app", "single-file Firebase app", "warm cream sage design", "Playfair editorial UI", "apply Field Notes aesthetic", "cozy productivity", "small considered web app". NOT for marketing landing pages, dashboards, or generic SaaS. Bundles a tuned design toke...

Generate professional AI voiceovers using ElevenLabs TTS for video narration, explainers, and content creation. Supports multiple voices, character presets (narrator, salesperson, expert), scene-based generation with request stitching, single scene regeneration, timing validation, and thumbnail embedding. Integrates with Remotion for precise audio-visual sync.

Process audio and video with FFmpeg -- encoding, format conversion, trimming, concatenation, audio extraction, noise reduction, volume normalization, watermarking, subtitle burning, GIF creation, thumbnail extraction, and hardware-accelerated transcoding. Covers 100+ input/output formats.

Scaffold a production-ready financial services API -- generate a complete fintech backend with Plaid bank account linking and transaction sync, ACH/wire/card payment processing with payment orchestration, double-entry bookkeeping ledger with immutable entries and balance caching, KYC identity verification workflow with progressive tiers and document upload, idempotent request handling with deduplication windows, HMAC-signed outbound webhooks with retry and exponential backoff, append-only aud...

Builds Flutter applications from videos, screenshots, descriptions, or app clone requests. Triggers on: flutter app, build a mobile app, replicate this app in Flutter, build from video, build from screenshots, clone this app, build an app, make an app like, recreate this UI.

Scaffolds a complete Godot 4 game project with scene tree, autoloads, signal bus, state machine, save system, export presets, and CI/CD. Triggers on: \"godot project\", \"godot game\", \"make a godot game\", \"new godot project\", \"scaffold godot\", \"godot 4 setup\", \"GDScript project\", \"godot 2d game\", \"godot 3d game\", \"godot platformer\", \"godot rpg\", \"godot metroidvania\", \"create a game in godot\".

Scaffolds a FHIR R4-compliant healthcare API with clinical resource models, SMART on FHIR auth, HIPAA audit logging, PHI-safe error handling, and interoperability endpoints. Triggers on: \"healthcare api\", \"FHIR api\", \"medical api\", \"health api\", \"build a FHIR server\", \"clinical data api\", \"patient api\", \"EHR integration\", \"SMART on FHIR\", \"HIPAA compliant api\", \"healthcare backend\", \"HL7 api\", \"build a health platform\", \"medical records api\", \"telehealth backend\".

Scaffolds a native iOS app with SwiftUI, MVVM architecture, dependency injection, persistence, networking, push notifications, keychain, App Clips, and multi-environment Xcode configuration. Triggers on: \"ios app\", \"iphone app\", \"build an ios app\", \"swift app\", \"swiftui app\", \"native ios\", \"apple app\", \"ipad app\", \"scaffold ios project\", \"xcode project\", \"build for iphone\", \"ios starter\", \"create an iphone app\", \"swift project setup\".