Use this skill when creating data visualizations, selecting the right chart type, or generating chart code. Trigger phrases: 'build a chart', 'visualize this data', 'create a graph', 'plot these numbers', 'which chart should I use for'. Not for building interactive dashboards, designing UI components, or creating infographics with design tools like Figma.

Use this skill when analyzing competitors, building competitive positioning, creating feature comparison matrices, or applying strategic frameworks like SWOT or Porter's Five Forces. Trigger phrases: 'analyze our competitors', 'competitive analysis for', 'how do we compare to', 'create a feature matrix', 'SWOT analysis of'. Not for sizing the total market (use market-researcher), writing pitch decks (use pitch-deck-writer), or pricing strategy modeling.

Use this skill when writing persuasive, conversion-focused copy—landing pages, product descriptions, ads, sales emails, or any content designed to move someone to action. Trigger phrases: 'write copy for my landing page', 'describe this product', 'write an ad for'. Do NOT use for informational content, technical documentation, or long-form editorial writing.

Use this skill when designing a data dashboard—choosing KPIs, structuring layout, applying visual hierarchy, or deciding which BI tool to use. Trigger phrases: 'design a dashboard', 'build a KPI dashboard', 'what should my dashboard show', 'help me layout a dashboard', 'dashboard for monitoring'. Not for building chart code from scratch (use chart-builder), writing SQL queries (use sql-analyst), or designing marketing landing pages.

Use this skill when designing, cleaning, deduplicating, or documenting datasets for model training and evaluation including schema design, class imbalance handling, and train/val/test splits. Not for running model training or hyperparameter tuning. Not for real-time data pipeline engineering.

Use this skill when reviewing, evaluating, or giving structured feedback on UI designs, wireframes, mockups, or design systems. Trigger phrases: 'critique this design', 'give feedback on my UI', 'review this wireframe', 'what's wrong with this design'. Do NOT use for writing code, implementing designs, or marketing material critique.

Use this skill whenever working inside any of Nick's repos (Atlas Crew, Inferno Lab, or any folder under ~/Developer/) or whenever a conversation touches Nick's cross-cutting personal or career work — job search, interviews, tax amendment, foreclosure/tenant situation, Hard Stuff drafts, brand or design work, strategic positioning. Describes where Nick's durable knowledge lives and which layer to consult for which kind of question. Trigger before reasoning from stored memory summaries about repo architecture, product decisions, active priorities, or ongoing personal/career state. Stored memory is lossy; the backlog docs and the Basic Memory vault are the real artifacts and should be consulted first.

Use this skill when sizing a market, analyzing competitors, designing customer surveys, segmenting audiences, or synthesizing research into market insights. Trigger phrases: 'size the market for', 'analyze our competitors', 'who is our target customer', 'design a survey to understand', 'TAM/SAM/SOM for'. Not for building financial models, writing pitch decks, or conducting UX usability research.

Use this skill when comparing AI or LLM models on benchmarks, capability, cost, latency, context window, or task-specific fit to help teams select the right model for their use case and budget. Not for training or fine-tuning models. Not for building eval frameworks from scratch.

User-triggered multi-agent code review. Spawns 3-5 parallel specialist sub-agents that read actual source files, runs mechanical citation verification, and synthesizes a single review artifact. Use for PR-level changes, multi-commit ranges, or security-sensitive work where single-turn review is insufficient.

Use this skill when reviewing written content for grammar, spelling, punctuation, style consistency, and tone—before publishing, submitting, or sending. Trigger phrases: 'proofread this', 'check my writing', 'review this for errors', 'edit this email/report/essay'. Do NOT use when structural rewrites or content changes are needed—proofreading fixes surface errors, not substantive problems.

Use this skill when building, explaining, or debugging regular expressions for pattern matching, validation, or text extraction. Trigger phrases: 'write a regex', 'match this pattern', 'validate this format', 'extract from text'. Not for natural language parsing or full grammar parsing (use a parser instead).

Use this skill when writing fiction, narrative nonfiction, brand stories, or any content where emotional engagement and narrative arc matter more than pure information delivery. Trigger phrases: 'write a short story', 'tell my brand's origin story', 'write a narrative about', 'create a character'. Do NOT use for purely informational content, technical writing, or persuasive copy without a narrative component.

Use this skill when you need to draft Terms of Service, a Privacy Policy, or an End-User License Agreement (EULA) for a web application, SaaS product, or mobile app. Produces comprehensive, plain-English legal documents that cover user rights, data practices, liability limits, and dispute resolution. Not a substitute for a licensed attorney; have a lawyer review before publishing for a production product.

Use this skill when planning or conducting user research, writing interview guides, designing surveys for UX insights, synthesizing qualitative findings, creating personas, or writing research reports. Trigger phrases: 'write a user interview guide', 'how do I conduct usability testing', 'synthesize research findings', 'create a user persona', 'design a UX survey'. Not for quantitative market sizing (use market-researcher), writing business requirements (use business-analyst), or product analytics.

Use this skill when you need to research a topic online, gather information from multiple sources, or evaluate source credibility. Trigger phrases: 'research', 'find information about', 'look up', 'investigate'. Not for academic systematic reviews (use literature-reviewer) or fact-checking specific claims (use fact-checker).