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Use this skill when reviewing Jiang Lens transcript boundary candidates from ops/scripts/repair-transcript-boundaries.mjs and producing approve/reject decisions without rewriting the transcript or loading the full transcript into context.

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 modeli

Generate comprehensive unit tests with edge cases, error paths, and boundary values. Auto-detects test framework (Vitest, Jest, pytest, go test, flutter_test, RSpec, cargo test, JUnit), scans for untested functions by priority, adopts existing test conventions, generates tests with proper mocks, runs them, and self-heals failures in up to 3 iterations. Measures coverage before and after. Use when

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.

Jailbreak API-served LLMs using G0DM0D3 techniques — Parseltongue input obfuscation (33 techniques), GODMODE CLASSIC system prompt templates, ULTRAPLINIAN multi-model racing, encoding escalation, and Zorro-native prefill/system prompt integration. Use when a user wants to bypass safety filters, jailbreak a model, or red-team model robustness.

Gera um esboço completo de conteúdo SEO a partir de uma palavra-chave alvo. Ele analisa automaticamente o Top 10 da SERP, extrai estruturas de títulos de concorrentes, identifica a intenção de busca, mapeia palavras-chave e entrega um esboço detalhado com hierarquia H1/H2/H3, Meta Title/Description, mapeamento de palavras-chave, esqueleto Schema JSON-LD e um briefing para redator.

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