tinh2

Make interfaces bulletproof — error boundaries, loading states, empty states, text overflow, i18n readiness, offline handling, and every edge case that breaks in production. Makes interfaces resilient. Use when: 'harden the UI', 'add error states', 'handle edge cases', 'add loading states', 'make it production ready', 'defensive UI', 'resilient interface'.

Audit affordable housing and property management software for Fair Housing Act (protected classes, disparate impact screening, AFFH), Section 504/ADA accessibility (5% mobility units, reasonable accommodations), HUD reporting (HUD-50058, PHAS, SEMAP), LIHTC compliance (IRS Section 42 income certification, rent calculation, 8823 noncompliance), lead paint disclosure (pre-1978, EPA RRP), VAWA protec

Analyze pharmaceutical batch production records for yield optimization, process parameter tuning, deviation trending, and cycle time reduction under cGMP compliance. USE THIS SKILL WHEN: user mentions batch records, pharma manufacturing, yield optimization, cGMP, process parameters, deviation analysis, batch production, pharmaceutical cycle time, process capability (Cpk), or drug manufacturing qua

Prepare for fundraising due diligence — runs CTO, CFO, CPO, sales, and codebase health reviews to produce a consolidated investor brief with scorecard, red flags, and strengths. Use before Series A, seed round, acqui-hire evaluation, or board presentation.

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 met

Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO) — make a site citable by ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Generates llms.txt and llms-full.txt, fills schema.org coverage gaps (Organization, Person/Author, Article, Product, FAQPage, HowTo, BreadcrumbList), audits entity density (target 15+ recognized entities per pillar page → 4.8x AI Overview se

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

Generate complete workshop materials for teaching AI skills -- outlines, exercises, slides, and facilitator guides.

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. Supp

Ship an app from code to production-ready infrastructure: containerize with Docker and multi-stage builds, set up GitHub Actions CI/CD with automated testing and deployment, add monitoring with health checks and alerting, then run preflight verification. Use when deploying a new service, adding DevOps to an existing project, or setting up a complete CI/CD pipeline from scratch.

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 distrib

Create a reusable, self-healing, self-evolving global skill — either from the current conversation context OR from a plain-language description of a workflow. Triggers on: 'turn this into a skill', 'make a skill from this', 'skillify this', 'capture this as a skill', 'save this workflow as a skill', 'create a skill for this', 'make this repeatable', 'skill this up', 'build me a skill that does X',