Claude Skills by tinh2

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 handles PHI.

Analyze an HR operations system for headcount planning effectiveness, attrition pattern detection, compensation benchmarking accuracy, workforce analytics maturity, and onboarding process optimization. Evaluates HRIS architecture, pay equity compliance, predictive attrition models, and people analytics governance against SHRM standards. Use when auditing HR tech platforms, building workforce planning tools, or assessing people analytics readiness.

Multi-pass editor that removes AI-writing tells from drafted content — eliminates filler phrases, balances sentence length, restores opinion and voice, and strips em-dash overuse so posts sound human and opinionated rather than ChatGPT-generic. Use when the user wants to humanize AI-generated marketing copy, blog posts, landing pages, or social content.

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 docker-compose test rig that runs end-to-end locally. TRIGGER on phrases like "OPC UA to MQTT", "Spark...

Audits and implements mandatory image resizing and compression for all uploaded user images to reduce storage costs while preserving visual quality.

Analyze program impact measurement software for logic model completeness, indicator tracking rigor, data collection methodology, causal attribution modeling, cost-effectiveness analysis, beneficiary feedback integration, and funder reporting accuracy. Use when building M&E platforms, evaluating nonprofit program software, designing outcome tracking systems, or auditing social impact reporting tools.

Analyze an incident response program for playbook coverage, MTTR optimization opportunities, evidence collection readiness, root cause analysis quality, and post-incident review effectiveness. Evaluates against NIST SP 800-61 and SANS frameworks. Use when building a SOC, assessing IR maturity, optimizing detection-to-recovery timelines, or preparing for compliance audits requiring IR documentation.

Analyze a workplace safety incident tracking system for incident classification accuracy, root cause analysis depth, OSHA 300 log recordkeeping compliance, trend analysis capabilities, and leading indicator identification. Evaluates against ANSI Z10, ISO 45001, and OSHA 29 CFR 1904 standards. Use when building EHS software, auditing safety management systems, evaluating incident investigation quality, or preparing for OSHA inspections.

Analyze an insurance claims processing system for lifecycle completeness, straight-through processing automation, fraud detection coverage, reserve estimation methodology, subrogation recovery workflows, and regulatory compliance with state prompt payment laws. Use when building or auditing claims platforms (auto, property, liability, workers comp, health), evaluating FNOL intake, or assessing SIU referral logic.

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 (high-PageRank pages with too few outbound internal links) and the orphans (high-quality content w...

Generate a complete structured interview kit for a role — 3-5 role-specific competencies, one behavioral (STAR-format) question per competency, 1-5 scoring rubric with explicit behavioral anchors at each level, per-panel scorecards, interviewer debrief template, calibration session script, and a decision matrix. Backed by 2026 research showing rubric-based structured interviews lift hiring accuracy 34% and cut bias (NACE 2026: 87% of employers use behavioral interviews as their primary skills...

Analyze an inventory allocation system for demand-driven distribution accuracy, store clustering methodology, safety stock optimization, markdown timing, replenishment logic, and omnichannel inventory visibility. Evaluates against GS1 standards and retail best practices. Use when building or auditing retail allocation engines, warehouse management systems, replenishment platforms, or omnichannel order orchestration tools.

Audit demand forecasting models and inventory optimization logic -- forecast accuracy (MAPE, bias), safety stock calculations, reorder point strategies (EOQ, ROP, min/max), ABC/XYZ classification, demand signal pipelines, and multi-location network optimization. Use when reviewing supply chain software, warehouse management systems, or any codebase with SKU-level demand prediction and replenishment logic.

Generate a bias-free, ATS-optimized, skills-based job description for 2026. Runs a banned-word filter on gender-coded ("rockstar/ninja/guru/aggressive/dominate"), age-coded ("digital native/young/recent grad"), and ability-coded ("walk the floor") language; enforces skills-based requirements (drops "5+ years required" to "3 years preferred" unless regulatory); auto-injects pay transparency block for CA/CO/CT/HI/IL/MD/NV/NY/RI/WA states (and others added in 2026); generates ATS-parseable struc...

Audit field service dispatch and workforce scheduling systems -- technician routing (VRP solvers, drive time modeling), skill-based job assignment, SLA priority scheduling, real-time re-dispatch on cancellations or emergencies, capacity planning, and travel time minimization. Use when reviewing HVAC, plumbing, electrical, or any field service codebase with work order assignment, GPS tracking, or route optimization logic.

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 awareness, transliteration handling (Cyrillic/Arabic/Hangul to Latin), geo correlation, DOB match...

Audit laboratory automation systems -- LIMS architecture, instrument connectivity (SiLA 2, OPC-UA, serial drivers), sample tracking and chain of custody, protocol workflow engines, data acquisition pipelines, and regulatory compliance (21 CFR Part 11 electronic records/signatures, GAMP 5 software categorization, ALCOA+ data integrity). Use when reviewing pharma, biotech, clinical, or research lab codebases with liquid handlers, plate readers, sequencers, or automated workcells.

Audit laboratory management systems -- chemical inventory (SDS, GHS, CAS tracking), equipment lifecycle and calibration scheduling, safety compliance (OSHA 29 CFR 1910.1450, Chemical Hygiene Plans, biosafety levels), hazardous waste management (EPA 40 CFR 260-270), training record enforcement, and SOP/protocol version control. Use when reviewing university, corporate, or government lab software handling reagent tracking, instrument reservations, EH&S inspections, or waste stream classification.

Extract a structured abstract from a commercial lease PDF — tenant/landlord identification, premises description + RSF/USF, lease term + commencement/expiration, renewal options (count, notice windows, fair-market rent reset), base rent schedule + escalations (fixed %, CPI-linked, step-up, percentage rent breakpoints), operating expense structure (NNN, modified gross, full service, base year, expense stops, gross-ups), CAM provisions + caps + audit rights, tenant improvement allowance, securi...

Audit commercial lease compliance systems -- CAM reconciliation accuracy (pro-rata share, caps, admin fees), lease abstraction completeness, critical date tracking and deadline alerting, clause compliance monitoring (insurance certificates, permitted use, co-tenancy), tenant obligation enforcement, and ASC 842/IFRS 16 lease accounting (ROU assets, lease liabilities, discount rates). Use when reviewing CRE property management software, lease administration platforms (Yardi, MRI, CoStar), or an...

Audit commercial lease optimization software -- lease abstraction quality, rent optimization (market comparison, net effective rent, blend-and-extend modeling), ASC 842/IFRS 16 accounting compliance (ROU assets, lease liabilities, discount rate methodology, modification remeasurement), portfolio analytics (occupancy cost ratios, expiration profiles, concentration risk), and renewal vs. relocation strategy. Use when reviewing corporate real estate platforms, lease accounting systems (LeaseAcce...

Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking, document assembly and e-filing integration, court deadline calculation with rule-based calendaring, pro bono attorney matching and CLE tracking, LSC Case Statistical Report generation, and access-to-justice gap analysis. Use when reviewing legal services software, public defender platforms, or any codebase handling indigent...

Audit e-discovery and litigation document review systems -- data collection pipelines (PST, MBOX, SharePoint, Slack), document processing (OCR via Tesseract/ABBYY, metadata extraction, deduplication), Technology Assisted Review (TAR 1.0/2.0/CAL with recall/precision tracking), privilege detection (attorney roster matching, keyword flagging, privilege log generation), PII redaction (SSN, credit card, HIPAA data with irreversible burn-in), production formatting (TIFF/PDF, Bates numbering, Conco...

Audit game level design systems and procedural generation -- BSP room subdivision, Wave Function Collapse tile placement, cellular automata cave generation, Perlin noise terrain, chunk stitching, seed determinism, difficulty scaling curves, pacing rhythm (tension/rest analysis), navigation mesh quality (A*, flow fields, off-mesh links), spawn point distribution and fairness, collectible placement, and spatial design heuristics (wayfinding, sightlines, spatial rhythm). Use when reviewing rogue...

Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent matching engines (semantic search, citation graph traversal, authority ranking), statute of limitat...

Analyze energy load forecasting systems including demand prediction models (ARIMA, Prophet, LSTM), weather API integration, peak shaving strategies, demand response program optimization, renewable intermittency handling, net load duck curve management, model validation with MAPE/RMSE accuracy metrics, and time-series data pipeline quality for utility and ISO/RTO operations.

Analyze preventive and predictive maintenance scheduling systems including CMMS/EAM work order optimization, asset condition scoring with Facility Condition Index, PM compliance tracking, maintenance backlog reduction, reliability-centered maintenance strategy, spare parts inventory management, and regulatory compliance for fire/life safety and elevator inspections per ASHRAE and BOMA standards.

Analyze material forecasting and requirements planning systems including MRP/MRP II logic evaluation, BOM explosion accuracy, supplier lead time variability tracking, seasonal demand pattern detection, fabric yield and marker efficiency optimization, MOQ aggregation strategies, safety stock methodology, inventory turn analysis, and forecast accuracy measurement (MAPE, bias, tracking signal) for manufacturing and apparel supply chains.

Analyze medical billing and revenue cycle management software including claims processing pipelines, EDI transaction handling (837P/837I/835/270/271/276/277), ICD-10 and CPT code validation with NCCI edit checking, payer rules engine configuration, denial management and appeal workflows, prior authorization tracking, charge capture completeness, AR aging analysis, underpayment detection, and compliance review for False Claims Act, No Surprises Act, and price transparency requirements.

Analyze medication adherence and management platforms including dose tracking accuracy (MPR, PDC metrics), drug-drug and drug-food interaction checking completeness, refill prediction algorithms, dosage schedule optimization with conflict detection, caregiver notification escalation workflows, pharmacy system integration (NCPDP, HL7 FHIR), adverse event signal detection, smart dispenser integration, and alert fatigue mitigation for patient safety systems.

Analyze mental health clinic and therapy practice software including appointment scheduling optimization with no-show backfill, therapist-client matching algorithms (specialization, modality, caseload balance), session documentation workflows (SOAP, DAP, BIRP templates), crisis detection and safety plan management (C-SSRS, PHQ-9 Item 9 flagging), insurance claims processing (CPT 90834/90837/90847), sliding scale fee management, waitlist intelligence, and measurement-based care outcome trackin...

Analyze retail merchandising systems including planogram optimization (space-to-sales alignment, fair share index, sales per linear foot), visual merchandising effectiveness for in-store displays and e-commerce product pages, market basket analysis with association rule mining (Apriori, FP-Growth), cross-sell and upsell recommendation engine performance, seasonal calendar and event planning execution, A/B testing infrastructure for merchandising decisions, and compliance monitoring with photo...

Generate and maintain a multi-channel product feed across Google Merchant Center, Meta Catalog (Instagram + Facebook Shops), TikTok Shop, Pinterest Catalogs, Bing Shopping, and Snapchat Catalogs from a single product source of truth (Shopify, BigCommerce, WooCommerce, custom DB). Enforces 2026 platform requirements: Google's new 500×500 image minimum (warnings Apr 14 2026, enforcement Jan 31 2027), title structure that wins matching (Google heavily weights title), required GTIN/MPN/brand trip...

Computes development quality and velocity metrics from git history and tracks improvement over time. Measures fix ratios, rework hotspots, test coverage, DORA metrics, and code churn.

Analyze mining equipment maintenance systems including heavy fleet condition monitoring (oil analysis, vibration per ISO 17359/10816, thermal imaging), predictive analytics with Weibull reliability modeling and remaining useful life estimation, PM compliance and planned-vs-unplanned work ratios, component life management for engines and transmissions, spare parts inventory optimization with critical spares strategy, shutdown planning, and maintenance maturity scoring from reactive through wor...

Analyze mining safety management systems including incident investigation quality (ICAM, TapRooT, BowTie analysis), hazard identification and risk register completeness, critical control verification per ICMM framework, occupational health exposure monitoring (respirable dust, silica, noise dosimetry), ground control and geotechnical safety (pit slope stability, underground support, tailings per GISTM), emergency preparedness and mine rescue capability, and regulatory compliance with MSHA 30 ...

Generate MLS-compliant property listing copy in five length variants (tagline, MLS-short ≤250 char, MLS-long ≤4000 char, marketing description ~600-800 words, social caption) PLUS schema.org RealEstateListing JSON-LD for SEO/AEO syndication. Auto-runs HUD Fair Housing Act compliance check (catches discriminatory language patterns — "perfect for families", "walking distance", "exclusive", "safe neighborhood", "Christian community", etc.). TRIGGER on phrases like "MLS listing", "property listin...

Analyze mobile app analytics implementation including event tracking completeness and naming conventions, SDK configuration audit (Firebase Analytics, Amplitude, Mixpanel, PostHog), attribution tracking with AppsFlyer/Adjust/Branch and SKAdNetwork conversion values, funnel analysis readiness for onboarding and conversion flows, crash monitoring setup (Crashlytics, Sentry) with symbolication and alerting, feature flag evaluation logging, retention cohort signal detection, and privacy complianc...

Audit mobile app revenue implementation -- in-app purchases, subscriptions, ad SDKs, paywall design, trial conversion funnels, and store billing compliance. Covers StoreKit 2, Google Play Billing, RevenueCat, AdMob, Unity Ads, receipt validation, entitlement sync, and pricing localization. Use when reviewing IAP flows, optimizing subscription conversion, checking ad mediation setup, or preparing for App Store / Play Store review.

Profile and audit mobile app performance -- cold/warm/hot startup time, memory leaks, battery drain, network efficiency, frame rate jank, and binary size. Covers Flutter, React Native, Swift, and Kotlin apps. Detects image memory issues, undisposed controllers, polling without backoff, missing virtualized lists, and unused asset bloat. Use when diagnosing slow launches, investigating ANRs, reducing app size, or benchmarking rendering performance.

Audit mobile UX implementation against platform conventions -- navigation patterns, gesture handling, pull-to-refresh, infinite scroll, skeleton screens, haptic feedback, adaptive layouts, deep linking, and accessibility. Checks compliance with iOS Human Interface Guidelines, Material Design 3, WCAG AA, and cross-platform adaptive behavior for Flutter and React Native apps. Use when reviewing navigation flows, fixing gesture conflicts, adding loading/error/empty states, or preparing for acces...

MVP analysis, product analysis, app teardown, analyze this app, what does this app do, product breakdown, feature analysis

Audit game narrative systems for technical quality -- branching dialogue trees, state/flag tracking, quest systems, choice-consequence mapping, localization pipelines, voice-over integration, and cinematic scripting. Supports Ink, Yarn Spinner, Twine, Articy Draft, Dialogue System for Unity, and custom engines. Use when reviewing dialogue branching logic, debugging quest state machines, validating localization readiness, checking for dead-end conversations, or mapping player choice consequences.

Feature discovery agent — mines project docs, memory, user feedback, and competitor gaps to surface the highest-leverage features to build next. Outputs a prioritized feature backlog.

Map a cloud system against NIST SP 800-53 Rev. 5 + FedRAMP baselines to produce the documentation an authorization needs — System Security Plan (SSP), Control Implementation Summary (CIS), Plan of Action and Milestones (POA&M), Continuous Monitoring (ConMon) Plan. Aware of 2026 FedRAMP CR26 changes (Certification Classes A/B/C/D replacing Pilot/Ready/Low/Li-SaaS/Moderate/High; JAB authorization model deprecated). Walks the 20 control families (AC, AT, AU, CA, CM, CP, IA, IR, MA, MP, PE, PL, P...

Generate a production-grade OEE (Overall Equipment Effectiveness) measurement pipeline for a manufacturing line — data ingestion from MQTT/OPC-UA/Modbus/CSV, A×P×Q calculation engine, Six Big Losses categorizer, MTBF/MTTR/TEEP metrics, Grafana or Streamlit dashboard, and downtime alerting. TRIGGER on phrases like "OEE", "overall equipment effectiveness", "downtime tracking", "production monitoring", "Six Big Losses", "manufacturing dashboard", "TEEP", "MTBF", "MTTR", or any user describing a ...

Analyze MRO parts inventory systems for field service optimization -- truck stock composition, first-time fix rate improvement, reorder point calculation, safety stock sizing, obsolescence detection, and demand forecasting. Covers Croston's method for intermittent demand, SBA/TSB variants, ABC-VED classification, multi-echelon inventory placement, and equipment-driven demand modeling. Use when optimizing technician truck stock, calculating reorder points, identifying obsolete inventory, or im...

Audit patient-facing healthcare software for portal feature completeness, secure messaging, health literacy, telehealth readiness, consent management, and HIPAA compliance. Covers health records access, appointment scheduling, bill pay, patient forms, notification PHI safety, WCAG accessibility, multilingual support, video visit integration, remote patient monitoring, and consent workflows. Use when evaluating a patient portal, checking PHI exposure in notifications, auditing telehealth flows...

Generate a production-grade Product Detail Page (PDP) optimized for the 2026 conversion benchmarks — 4-8% target vs 1.5-3% average. Outputs: F-pattern visual hierarchy with hero image grid + lifestyle shots + video placeholder, social proof block (reviews/ratings — products with 5+ reviews convert 270% better), trust signals (returns/shipping/security), mobile-first responsive markup (73% of ecommerce traffic is mobile in 2026), schema.org Product + Offer + AggregateRating + Review JSON-LD fo...

Audit academic peer review operations -- reviewer matching algorithms, conflict of interest detection, turnaround time optimization, review quality scoring, and editorial workflow management. Covers COPE guidelines compliance, COI screening (co-authorship, affiliation, funding), blinding enforcement, reviewer pool health metrics, ORCID/CrossRef integration, and plagiarism detection workflows. Supports ScholarOne, Editorial Manager, OJS, and custom editorial platforms. Use when optimizing revi...