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This skill should be used when the user asks to "estimate LLM costs", "count tokens in prompts", "optimize prompt token usage", "compare model pricing", or "reduce LLM API costs".

Sample skill for testing the skill-tester validation pipeline. Demonstrates proper skill structure with scripts, references, and assets.

Expert operations management covering process optimization, operational efficiency, resource management, and continuous improvement. Use when designing workflows, auditing operational maturity, building capacity plans, evaluating vendors, running Lean Six Sigma DMAIC projects, or optimizing cost-per-unit metrics.

Rapid NDA screening with GREEN/YELLOW/RED classification. 10-point checklist for incoming NDAs. Use when triaging NDAs, screening non-disclosure agreements, or routing NDAs for approval.

Pre-mortem risk analysis expert that classifies risks as Tigers, Paper Tigers, and Elephants to surface launch-blocking issues before they happen.

Cross-team dependency tracking with critical path analysis and Mermaid dependency graphs for program coordination.

Signup and registration flow optimization covering SSO strategy, progressive profiling, field reduction, multi-step flow design, authentication UX, post-submit experience, and mobile registration patterns.

Full quarterly planning cycle -- kickoff, mid-quarter check-in, and close -- using Wodtke's Radical Focus, Cagan strategy, and Reforge cycle frameworks.

Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis.

Optimize content for AI search engines including Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Microsoft Copilot. Covers generative engine optimization (GEO), AI citability audits, content structuring for extraction, schema markup, bot access configuration, and monitoring. Use when optimizing for AI search, AI overviews, generative search, LLM visibility, semantic search, entity op

SaaS churn reduction covering cancel flow design, dynamic save offers, exit survey architecture, dunning sequences, payment recovery, win-back campaigns, and churn impact modeling.

Deal desk: the cross-functional function that reviews, approves, and structures non-standard sales deals. Use when standing up a deal-desk function from scratch, defining the deal-desk charter and SLA, building approval-threshold matrices (discount %, contract length, custom terms, payment terms, custom SLAs), designing a deal-review packet template, routing deals through the right approvers, anal

Landing page and marketing page conversion rate optimization covering value proposition clarity, headline effectiveness, CTA hierarchy, visual flow, social proof placement, objection handling, and structured A/B testing.

Answer Engine Optimization (AEO): optimize content to be cited by LLMs (ChatGPT, Claude, Perplexity, Gemini, Copilot) when they answer user questions. Use when designing content strategy for the LLM-citation era, auditing existing content for LLM citability, structuring Q&A schema for AI surfaces, tracking which content gets cited and where, or measuring AEO performance against competitors. Distin

Referral and affiliate program design covering referral loop architecture, incentive design, trigger moment optimization, viral coefficient modeling, affiliate program structure, and optimization playbook.

Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions, critic analysis, synthesis, founder review, and decision extraction. Prevents groupthink through isolated contributions. Use when making major strategic decisions, resolving cross-functional disagreements, evaluating irreversible choices, or when u

C-suite orchestration layer that routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, tracks decisions, and manages cross-functional alignment. Every C-suite interaction starts here. Use when coordinating executive decisions, routing strategic questions, managing board meetings, synthesizing multi-perspective advice,

This skill should be used when the user asks to "plan a red team engagement", "scope a penetration test", "design a security assessment methodology", "create rules of engagement", or "plan an adversary simulation".

Design high-converting ad creative across Google, Meta, LinkedIn, Twitter/X, and TikTok. Includes platform-specific format specs, A/B testing frameworks, headline formulas, creative iteration methodology, and compliance validation. Use when writing ad copy, generating headline variations, creating ad sets, iterating on winning ads, validating creative against platform specs, or when user mentions

Commercial policy: the written governance framework that defines what commercial terms sales can offer, what triggers approval, and what's off-limits. Use when authoring or refreshing a company commercial-policy charter, defining discount / contract / payment / termination / liability policies, auditing existing deals for policy compliance, drafting commercial-policy training for sales, or generat

Generate production-ready business documents including freelance contracts, project proposals, SOWs, NDAs, and MSAs with jurisdiction-aware clauses. Covers US (Delaware), EU (GDPR), UK, and DACH (German law) legal frameworks. Includes contract templates, clause libraries, and DOCX conversion. Use when starting client engagements, writing proposals, drafting partnership agreements, or needing GDPR-

Form optimization for lead capture, contact, demo request, application, and checkout forms. Covers field-cost analysis, multi-step form design, validation UX, mobile optimization, and A/B testing frameworks.

SaaS pricing design and optimization covering value metric selection, tier architecture, price point research, pricing page design, price increase execution, and competitive pricing analysis.

Systematic competitor analysis covering product teardowns, 12-dimension scoring rubric, feature comparison matrices, SWOT analysis, pricing model deconstruction, UX audits, and strategic action plans with stakeholder presentation templates.

Post-signup user onboarding optimization covering activation metrics, time-to-value reduction, onboarding flow design, empty state optimization, multi-channel coordination, and stalled user recovery.

In-app paywall and upgrade screen optimization covering feature gate design, usage limit UX, trial expiration flows, upgrade trigger timing, save offer strategy, and ethical monetization patterns.

Analyzes RFP responses for coverage gaps, builds competitive feature matrices, and plans proof-of-concept engagements for pre-sales engineering

Financial leadership advisor for CFOs on financial planning, fundraising, investor reporting, unit economics, cash management, and financial operations. Use when building a financial model, preparing for fundraising due diligence, designing investor reporting packages, calculating unit economics, managing cash runway, or planning month-end close processes.

AI leadership advisor for Chief AI Officers on AI strategy, governance, risk management, investment planning, organizational design, and the AI/ML talent stack. Use when defining an AI strategy, building an AI governance program, evaluating build-vs-buy for AI capability, scoring AI maturity, drafting an AI risk register, or planning AI investment across the portfolio.

Operations leadership advisor for COOs on business operations, process optimization, scaling infrastructure, cross-functional alignment, and operational excellence. Use when designing operational processes, planning headcount capacity, optimizing vendor relationships, building business continuity plans, or scaling operations for rapid growth.

Two-layer memory architecture for tracking executive decisions. Layer 1 stores raw deliberation transcripts, Layer 2 stores founder-approved decisions only. Future sessions read Layer 2 to prevent hallucinated consensus from past debates. Handles conflict detection, supersession tracking, DO_NOT_RESURFACE enforcement, overdue action item alerts, and decision search. Use when logging decisions, rev

Channel economics: design and analyze the financial structure of go-to-market channels (direct sales, resellers, distributors, marketplaces, embedded partners, MSPs, integrators). Use when picking the right channel mix for a product, modeling partner margin / TCO, designing partner tiers with rebate structures, analyzing channel conflict, or building the financial model that justifies (or kills) a

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success

Free tool marketing strategy covering idea evaluation, tool design, lead capture architecture, SEO landing pages, launch playbook, and ROI measurement for calculators, generators, checkers, graders, and interactive tools.

Data leadership advisor for Chief Data Officers on data strategy, governance, quality, monetization, platform decisions, and team design. Use when defining a data strategy, scoring data maturity, auditing a data governance program, evaluating a data platform stack, designing the data org, or preparing the data section of a board update.

People leadership for scaling companies. Covers hiring strategy, compensation design, org structure, performance management, retention, culture health, and workforce planning. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building career ladders, handling attrition, workforce planning, or when user mentions CHRO, HR, people strategy, talent a

Strategic product leadership for scaling companies. Covers product vision, portfolio strategy, product-market fit measurement, product org design, north star metrics, investment postures, and board-level product reporting. Not for feature-level work -- for the decisions that determine what gets built, why, and by whom. Use when setting product vision, managing a product portfolio, measuring PMF, d

Expert data science covering machine learning, statistical modeling, experimentation, predictive analytics, and advanced analytics. Use when selecting ML algorithms, engineering features, designing A/B tests, evaluating model performance, or building predictive pipelines.

Designs multi-agent system architectures with orchestration patterns, tool schemas, and performance evaluation. Use when building AI agent systems, designing agent workflows, creating tool schemas, or evaluating agent performance.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

Competitor comparison and alternative page creation for SEO and sales enablement. Covers 4 page formats (singular alternative, plural alternatives, vs pages, competitor vs competitor), content architecture, research methodology, and centralized competitor data management.

Design strategic partnerships — technology / channel / strategic / co-marketing — and the programs that scale them. Use when evaluating a potential partner, picking the right partnership type (tech integration vs reseller vs OEM vs strategic alliance), designing a partner program from scratch, structuring a specific partnership deal, modeling ROI on a partnership investment, or auditing an existin

Popup and modal optimization for conversion. Covers exit-intent, slide-ins, banners, timing optimization, frequency capping, audience targeting, compliance, and A/B testing frameworks for lead capture, promotions, and announcements.

Analyzes pipeline coverage, tracks forecast accuracy with MAPE, and calculates GTM efficiency metrics for SaaS revenue optimization

Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns and responses, change fatigue management, and specific playbooks for process changes, reorgs, strategy pivots, and culture changes. Use when announcing a reorg, switching tools, pivoting strategy, killing a product, changing leadership, rolling o

Customer leadership advisor for Chief Customer Officers on customer experience strategy, retention and expansion, voice-of-customer programs, CX organizational design, and customer outcomes accountability. Use when defining a CX strategy, scoring CX maturity, planning churn interventions, designing a VoC program, or preparing the customer section of a board update.

Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Covers competitor identification, 8-dimension tracking, analysis frameworks, battlecard creation, win/loss analysis, and intelligence distribution. Use when analyzing competitors, building battlecards, tracking market moves, conducting win/loss analysis, updating positioning, or when user mention

Adversarial thinking partner for founders and executives. Stress-tests plans, prepares for board meetings, dissects decisions with no good options, forces honest post-mortems, and identifies blind spots before competitors or board members do. Use when you need plan validation, board preparation, hard decision frameworks, assumption stress-testing, failure analysis, or when user mentions stress tes