Business & Operations

Maintain and improve code quality using PHPInsights without decreasing quality thresholds. Use when PHPInsights fails, cyclomatic complexity is too high, code quality drops, or when refactoring for better maintainability. Always maintains 94% complexity and 100% quality/architecture/style scores.

A framework for building scalable products by designing for the most difficult use cases first rather than a traditional Minimum Viable Product (MVP). Use this when launching new product lines in complex domains or when building platform products that require long-term architectural extensibility.

Comprehensive toolkit for creating multi-tab Excel workbooks for startups and scale-ups. Use this skill when building financial models, operational dashboards, board reports, or analytics workbooks that require data organization, complex calculations, pivot tables, visualizations, and documentation across multiple interconnected sheets. Specialized for startup metrics (ARR, MRR, CAC, LTV), board-level reporting, and data-driven decision making.

Guidance for building CompCert, a formally verified C compiler. This skill applies when tasks involve compiling CompCert from source, setting up Coq/OCaml environments with opam, or building software with strict proof assistant dependencies. Use for CompCert compilation, Coq-dependent project builds, or formal verification toolchain setup.

Track and analyze competitor activities for strategic advantage

Analyze existing SaaS competitors, identify gaps they're missing, craft unique positioning, and develop talking points to overcome "why not just use [SaaS product]?" objections.

Enterprise-grade company research, competitive analysis, and market intelligence using Bright Data's professional web scraping and search capabilities. Use this skill when asked to research companies, conduct competitive analysis, create market reports, analyze industries, compare products/services, or gather business intelligence. Triggers include requests like "research [company]", "competitive analysis of X vs Y", "create a market report", "analyze the [industry] landscape", or "compare [p...

Systematically identify and win accounts from major freight brokers by exploiting their known vulnerabilities. Use when targeting competitor accounts, building displacement campaigns, or analyzing competitive weaknesses to win business.

Expert competitive analyst specializing in competitor intelligence, strategic analysis, and market positioning. Masters competitive benchmarking, SWOT analysis, and strategic recommendations with focus on creating sustainable competitive advantages.

Systematic fact-checking, source verification, and quality assurance for competitive research deliverables. This skill ONLY activates when explicitly requested - it does not auto-trigger. Use this skill when you explicitly ask to review competitive research, fact-check claims, verify sources, validate consistency, or assess quality of completed analysis documents. Example requests that activate this skill "review this competitive analysis", "fact-check these findings", "verify the sources", "...

Generate and review documentation for competition organizers using Diataxis framework. Use when writing docs for organizer workflows like creating competitions, managing divisions, scheduling heats, handling registrations, entering results, or managing volunteers/judges.

Search homes and connect with Compass agents for real estate services.

Use when user wants to compare two autonomy branches to see different approaches, metrics, and outcomes

Multi-expert comparison and ranking of options with structured deliberation. PROACTIVELY activate for: (1) decision making between alternatives, (2) trade-off analysis, (3) option evaluation, (4) vendor/tool comparison, (5) strategy selection. Triggers: "compare options", "evaluate alternatives", "rank options", "which should I choose", "compare these", "trade-off analysis", "decision between"

Compiles comprehensive company product context from PDF documents, web research, and industry knowledge

Generates comprehensive company research reports for sales preparation. Use this skill when preparing for executive meetings, researching target accounts, creating account plans, or understanding competitive landscape.

Planning framework for mapping community programming across personas,

Manage online communities with engagement strategies, moderation, and relationship building

A framework for building a community that drives product ubiquity, word-of-mouth discovery, and enterprise de-risking. Use this when launching a new community program, deciding which community model fits your current stage of product-market fit, or scaling a prosumer product into the enterprise.

Comprehensive community building strategy including platform selection, channel structure, member journey mapping, engagement ladder tactics, community programming rituals, moderation guidelines, launch plan, growth strategy, and success metrics for building thriving online communities

Help users build and grow product communities. Use when someone is starting a community, scaling an ambassador program, driving community-led growth, or choosing between user, developer, or partner communities.

Build and grow online communities with engagement strategies and growth tactics

Telegram/Discord community building, holder psychology, retention mechanics, cult creation. Use when building communities, managing holder sentiment, designing engagement systems, or optimizing retention.

Track and integrate external communications (emails, chat messages, screenshots) into project context with timeline management. Use when user mentions "email", "message", "communication", "screenshot", "track", "import", "sync", or wants to import external information sources into the project timeline.