Claude Skills by tinh2

Audit pharmaceutical regulatory compliance -- inspection readiness, CAPA system effectiveness, change control pipeline, data integrity (ALCOA+), and validation lifecycle tracking. Covers FDA 21 CFR 210/211, EU GMP Annexes, ICH Q7-Q12, WHO Prequalification, and PIC/S guidelines. Evaluates 483 observation history, SOP currency, equipment qualification, training matrices, and compliance gap remediation. Use when preparing for FDA or EMA inspection, assessing CAPA closure rates, evaluating change...

Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and specification compliance. Covers ICH Q1A-Q1E stability guidelines, ICH Q2(R2) method validation, USP compendial verification, ALCOA+ data integrity, Croston shelf life estimation, and LIMS/CDS system evaluation. Use when reviewing OOS investigation quality, trending stability data, auditing method validation coverage, optim...

Audit game analytics and telemetry implementation -- event tracking completeness, FTUE and monetization funnel coverage, retention metric infrastructure, A/B testing framework, heatmap data collection, churn prediction signals, and LTV modeling support. Covers Firebase Analytics, Unity Analytics, GameAnalytics, Amplitude, Mixpanel, Adjust, and custom pipelines. Use when verifying event tracking coverage, debugging missing funnel steps, auditing A/B test variant assignment, checking for PII in...

Audit a codebase for product-market fit readiness -- evaluate startup PMF signals, core value loop tightness, feature scatter vs focus ratio, user activation funnel friction, retention hook infrastructure, pricing flexibility, analytics event coverage, CI/CD iteration speed, and growth-stage maturity for pre-seed through Series A products.

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-burned captions for TikTok / Reels / YouTube Shorts), quote graphics (pull 3-5 highest-engagement ...

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.

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 forecasting, and OT/IT security segmentation.

Audit pricing research and sensitivity analysis systems for Van Westendorp price sensitivity meter (OPP/IDP/PMC/PME intersections), Gabor-Granger demand curves, Newton-Miller-Smith revenue extension, price elasticity econometric modeling, willingness-to-pay estimation, behavioral pricing effects (prospect theory, anchoring, charm pricing, decoy effect), competitive price mapping, and dynamic pricing optimization for SaaS, e-commerce, and consumer products.

Audit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category management, maverick spending detection, contract compliance and utilization tracking, three-way PO matching, CIPS-standard sourcing workflows, approval matrix enforcement, P-card policy controls, and total cost of ownership modeling in SAP Ariba, Coupa, Jaggaer, or custom P2P platforms.

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 alignment using Movie Magic Budgeting, Hot Budget, or EP formats.

Audit manufacturing production optimization systems for OEE (Overall Equipment Effectiveness) calculation accuracy, Six Big Losses categorization, job shop and flow shop scheduling algorithms (LP, MIP, constraint programming, genetic algorithm), Theory of Constraints bottleneck detection, SMED changeover optimization, sequence-dependent setup matrices, finite capacity planning, Kanban WIP limits, JIT pull system mechanics, takt time line balancing, and ERP/MES/SCADA integration quality.

Audit factory production scheduling systems for finite capacity planning, Drum-Buffer-Rope (DBR) Theory of Constraints implementation, dispatching rules (EDD, SPT, critical ratio), sequence-dependent changeover optimization, MRP integration, lead time decomposition (queue/setup/run/wait/move), WIP tracking and aging, on-time delivery (OTD) performance, shop floor execution control, SPC quality integration, and schedule adherence analytics in SAP PP, Oracle Manufacturing, Preactor, PlanetToget...

Audit real estate investment software for IRR/NPV/cap rate/cash-on-cash return calculations, pro forma income modeling (GPR, vacancy, rent growth, NNN pass-throughs), equity waterfall and promote structures, debt modeling (fixed/ARM/IO/construction loans), cost segregation and bonus depreciation tax analysis, 1031 exchange and Opportunity Zone modeling, Monte Carlo sensitivity analysis, and NCREIF/NAREIT-benchmarked portfolio analytics for multifamily, commercial, and mixed-use properties.

Audit public sector and government resource allocation systems for budget optimization algorithms (zero-based, incremental, performance-based), service demand forecasting (ARIMA, Prophet, regression), equity-based distribution scoring (CDC SVI, environmental justice indices, disparate impact analysis), GIS geographic coverage and service gap analysis, workload-based staffing models, grant drawdown compliance tracking, and transparency dashboard reporting for municipal, county, and state agenc...

Audit a quoting or estimation system -- analyze labor hour estimation accuracy, material take-off completeness, pricing rule engines, markup and margin optimization, good-better-best tiered pricing, and quote-to-close win rates. Covers flat-rate price books, RSMeans cost data, cost-plus and T&M models, supplier pricing integration, and competitive bid analysis for HVAC, plumbing, electrical, and general contracting trades.

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 predictive model backtesting.

Reconstructs the development cycle from git history, distills sequential/parallel patterns, and produces actionable insights for improving future iterations. Triggers: recall, retrospective, development analysis, what happened, dev cycle analysis.

Audit financial reconciliation workflows -- evaluate automated transaction matching engines, intercompany balance reconciliation, suspense and clearing account health, variance root-cause investigation, and close calendar integration. Covers bank reconciliation, subledger-to-GL matching, IC elimination for consolidation, balance sheet substantiation, and reconciliation quality metrics using BlackLine, FloQast, Trintech, or ERP-native tools.

Audit a rehabilitation recovery tracking system -- evaluate standardized outcome instruments (FIM, Barthel Index, SF-36, DASH, LEFS, PROMIS), functional assessment scoring accuracy, SMART goal and milestone tracking, regression detection with alert workflows, pain scale calibration (NRS, VAS, McGill), pain-function correlation, and return-to-activity readiness scoring. Validates minimal detectable change thresholds, inter-rater reliability, and recovery trajectory modeling for orthopedic, neu...

Audit a pharmaceutical regulatory submission system -- evaluate eCTD backbone assembly and XML validation, CTD module completeness (Modules 1-5), FDA ESG and EMA CESP gateway integration, document authoring and publishing workflows, ICH M4/M8/E3 guideline compliance, pre-submission validation rules, 21 CFR Part 11 audit trails, and post-submission lifecycle tracking. Covers IND, NDA, BLA, ANDA, MAA, and variation submissions using Veeva Vault RIM, IQVIA, Lorenz docuBridge, or custom platforms.

Audit a rehabilitation scheduling system -- evaluate therapist productivity and utilization rates, PTA/COTA supervision compliance, patient flow and no-show management, equipment and treatment room allocation, insurance authorization tracking with expiration alerts, CMS therapy cap monitoring (KX modifier thresholds), payer-specific visit limits, session frequency optimization, and multi-discipline coordination for PT, OT, and SLP. Covers WebPT, Clinicient, TheraOffice, Net Health, and custom...

Audit a rehabilitation or physical therapy platform end-to-end -- evaluate recovery metrics tracking (ROM, strength, balance, gait), patient-reported outcomes (DASH, LEFS, NDI, ODI, PROMIS), home exercise program personalization and compliance tracking, setback prediction with risk stratification and plateau detection, therapist scheduling and caseload balancing, insurance authorization and 8-minute rule CPT billing, and outcome-based care measurement with MIPS quality reporting. Covers outpa...

Audit a housing affordability system -- evaluate rent burden calculation accuracy (30% and 50% thresholds), area median income modeling with HUD Income Limits and family size adjustments, Fair Market Rent and SAFMR tracking, payment standard administration, utility allowance schedules, housing voucher issuance and portability workflows, affordability gap analysis by income tier (ELI, VLI, LI), and community needs assessment data quality using Census/ACS, BLS, and HUD data sources. Covers LIHT...

Analyze a residential rental property as an investment — 1-4 unit single-family / duplex / triplex / quadplex, condo, townhome. Computes: gross rent multiplier (GRM), cap rate (by property class, 4-12% range in 2026), cash-on-cash return (target 8-12%), DSCR, IRR (10-year hold), internal/external repair budgets, vacancy assumption, property tax + insurance projections, PM fees, capex reserves, and the BRRRR refinance math (cash out + new debt service vs hold-cash returns). Supports 30-year co...

Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data governance frameworks and lifecycle management, assess metadata schema quality (Dublin Core, DataCite, DDI, ISO 19115), review electronic lab notebook integrity and IP protection, check controlled vocabulary and ontology usage, and verify repository integration and funder sharing compliance (NIH 2023 policy, NSF, ERC). Cover...

Audit a mineral resource estimation system -- evaluate drillhole database integrity and QA/QC (CRMs, blanks, duplicates, umpire checks), geological and domain modeling quality, variogram analysis and grade interpolation methods (ordinary kriging, indicator kriging, IDW, conditional simulation), resource classification criteria (Measured, Indicated, Inferred), economic cut-off grade calculation, reserve conversion with modifying factors, pit/stope optimization, and depletion reconciliation. Re...

Audit a resume builder or optimization tool for ATS compatibility, keyword matching accuracy, formatting standards, achievement quantification, skill extraction, and job-description alignment scoring. Use when reviewing resume software, career platforms, applicant tracking integrations, CV generators, or job application tools.

Audit retirement planning software for projection model accuracy, asset allocation by age, Social Security optimization, tax-advantaged account strategy, withdrawal sequencing including Roth conversion ladders, Monte Carlo simulation quality, and inflation adjustment methodology. Use when reviewing financial planning tools, 401k platforms, pension calculators, or wealth management systems.

Audit e-commerce and retail product return systems for return rate reduction strategies, reverse logistics efficiency, refurbishment routing, fraud detection in returns, and return reason analytics. Use when reviewing order management systems, RMA workflows, warehouse return processing, disposition engines, or retail loss prevention tools.

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 benchmarks.

Generate an ASC 606 / IFRS 15 revenue recognition engine for SaaS — the five-step model (identify contract, identify performance obligations, determine transaction price, allocate to performance obligations, recognize as POs are satisfied) applied to subscription contracts, multi-element arrangements (subscription + implementation + training + support), contract modifications, ramp deals, usage-based billing, multi-year discounts, free trials, refundable setup fees, variable consideration (us...

Audit legal information systems that explain rights to the public, evaluating plain-language accuracy, jurisdiction-specific content correctness, reading level appropriateness targeting 5th-8th grade, multilingual support, WCAG accessibility compliance, and content update workflows when laws change. Use when reviewing legal aid websites, self-help law portals, court information systems, tenant rights platforms, or government benefits explainers.

Audit content licensing and rights management systems for territory and window tracking, royalty calculation accuracy, rights clearance workflows, and contract compliance across music, film, television, and digital media. Use when reviewing media distribution platforms, royalty engines, music publishing systems, sync licensing tools, or content catalog management using DDEX standards and ASCAP/BMI/SESAC frameworks.

Audit risk simulation and decision support systems for Monte Carlo modeling quality, wargaming analysis, threat assessment, mission planning support, and course-of-action decision analysis. Use when reviewing probabilistic risk models, defense planning tools, cost-schedule risk engines, scenario simulators, or decision matrices built on DoD risk management and operational planning frameworks.

Generate a production-grade Vehicle Routing Problem (VRP) solver using Google OR-Tools — supports CVRP (capacity), VRPTW (time windows), VRPPD (pickup + delivery), multi-depot, multi-trip, heterogeneous fleet, driver hours-of-service (HOS) compliance, and soft-vs-hard window constraints with penalty modeling. Input: stops CSV (lat/lng/demand/window) + vehicle config + depots. Output: optimized routes (one per vehicle), total miles/duration/cost, GeoJSON FeatureCollection for map rendering, OS...

Audit rural health network software for telehealth readiness, provider coverage mapping, patient transportation coordination, referral network optimization, Critical Access Hospital compliance, mobile clinic scheduling, and health equity metrics. Use when reviewing rural EHR systems, FQHC platforms, telehealth infrastructure, community health worker tools, HRSA-funded health systems, or remote care delivery networks.

Audit workplace safety compliance systems for OSHA regulatory gap analysis, inspection readiness assessment, permit-to-work management, lockout/tagout program compliance, confined space entry procedures, and electrical safety evaluation. Use when reviewing EHS platforms, safety management software, permit systems, industrial hygiene tools, or compliance tracking against OSHA 29 CFR 1910/1926, NFPA 70E, and ANSI standards.

Audit OSHA training compliance, certification expirations, competency tracking, and LMS integration. Use when you need to evaluate safety training programs, check ANSI Z490.1 compliance, analyze training effectiveness with Kirkpatrick levels, identify expired certifications, assess training needs gaps, review contractor training verification, or optimize training ROI. Covers forklift, confined space, LOTO, fall protection, respirator, hazmat, and all OSHA-mandated programs.

Audit whether a product is ready for enterprise sales. Use when you need to assess SSO/SAML/SCIM support, RBAC maturity, multi-tenancy data isolation, audit logging coverage, public API quality, SLA operational readiness, SOC2/ISO27001 certification gaps, GDPR data residency controls, or white-labeling capabilities. Produces a scored enterprise readiness scorecard with deal-size qualification and a phased roadmap to close gaps for SMB through Fortune 500 buyers.

Monitor SAM.gov federal contract opportunities (and follow-on awards) by NAICS, PSC, agency, set-aside, and keyword — produces a daily pipeline report with pursue/no-pursue scoring, capture-management cadence, RFI / Sources-Sought pre-RFP signal tracking (engaging early on draft-stage notices wins later), team-incumbent intelligence (look up prior awardees via USAspending and SAM contract data), small-business set-aside eligibility check, and proposal-readiness scoring (Pwin × value × strateg...

Comprehensive 2026 SEO audit covering classic technical SEO (crawl, render, index, Core Web Vitals with INP), on-page (titles, meta, headings, internal linking), content (topical authority, entity density), and the new mandatory layer — Generative Engine Optimization (GEO/AEO) for ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Produces a single prioritized report with P0–P3 items, fix code snippets, and a re-audit checklist. Replaces the older "SEO checklist" workflow — modern ...

Generate a 2026-grade content brief for a target query — combines classic SERP analysis with AI Overview / Perplexity / ChatGPT citation analysis, entity recommendations (target ≥15 recognized entities), topical authority gap map, intent-mapped heading structure, internal linking targets, FAQ from PAA + Reddit + AI prompt mining, and explicit E-E-A-T requirements (author entity profile, first-party data needed, primary source citations). Replaces older keyword-density-focused briefs. The brie...

The full open SEO suite for 2026 — a single orchestrator that composes 10+ specialized sub-skills into a daily, weekly, and on-demand workflow that owns the SEO + GEO surface for a site. Built as a direct, open, code-first answer to Visibly AI's "6 agents + €399/month" pitch. Composes (a) the 2026 audit (`/seo-audit-2026`), (b) GEO/AEO optimization (`/geo-optimize`), (c) content brief generation (`/seo-content-brief`), (d) AI citation tracking across ChatGPT/Perplexity/Claude/Gemini/AI Overvi...

Autonomous SEO + AI-search optimization agent for 2026. Audits and fixes technical SEO, on-page metadata, structured data, Core Web Vitals (LCP/INP/CLS), llms.txt, Generative Engine Optimization (GEO) for ChatGPT/Perplexity/AI Overviews, E-E-A-T author signals, programmatic SEO for catalog sites, and AI-crawler config. Reports findings + applies fixes.

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, Salesforce Service Cloud, Freshdesk, ServiceNow, and custom ticketing platforms using ITIL inci...

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, intervention trigger thresholds, alert fatigue management, or discharge readiness scoring. Covers ...

Audit shipping costs and identify savings across carriers, zones, and modes. Use when you need to compare UPS/FedEx/USPS/DHL rates, analyze zone-skip and zone-reduction opportunities, find parcel-to-LTL and LTL-to-FTL modal break points, audit accessorial surcharges (fuel, residential, DAS, DIM weight), evaluate carrier contract negotiation leverage, benchmark lane rates against market, optimize multi-origin fulfillment, or quantify invoice audit recovery. Produces a prioritized savings water...

Multi-carrier shipping rate comparison and label-generation pipeline — real-time quotes from USPS, UPS, FedEx, DHL via direct carrier APIs OR aggregators (Shippo / EasyPost / ShipStation / Pirate Ship). Handles 2026 rate landscape: FedEx/UPS/DHL each +5.9% GRI, USPS service-specific changes Jan 2026 + temporary 8% surcharge Apr 26 - Jan 17 2027. Carrier-strength heuristics built in: USPS dominates <1lb, UPS/FedEx win >10-15lbs, DHL eCommerce <4.4lbs international. Account-specific discount la...

Audit workforce skill gap identification systems and labor market alignment. Use when you need to evaluate skill taxonomy quality, individual and aggregate gap analysis accuracy, BLS/O*NET/Lightcast labor market data integration, credential-to-skill mapping and ROI, career pathway modeling with equity analysis, employer demand forecasting methodology, job posting skill extraction pipelines, or workforce board data integration. Covers workforce development portals, career services platforms, L...

Displays the full skills catalog with descriptions, autonomous build chains, recommended pipelines, and parallelization rules.