LLM Mart Basic
@llm-mart · Joined Jun 2026
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,'
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landin
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial c
GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability scoring, AI crawler analysis, llms.txt generation, brand me
Index and access layer audit for AI search -- the hard prerequisites. Verifies Bing indexation (the ChatGPT entry ticket), audits robots.txt and CDN-level AI-crawler access, removes legacy nosnippet/max-snippet preview restrictions, and confirms key content is server-rendered. Us
Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema markup. Produces a composite GEO Score (0-100) with prior
Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.
AI citability scoring and optimization. Analyzes web page content to determine how likely AI systems (ChatGPT, Claude, Perplexity, Gemini) are to cite or quote passages from the page. Provides a citability score (0-100) with specific rewrite suggestions.
Monthly delta tracking and progress reporting for GEO clients. Compares two GEO audits (baseline vs. current), calculates score improvements across all categories, tracks action item completion, and generates a "here's your progress" client report. Use when user says "compare", "
Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure
AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.
Query fan-out and topic-cluster optimization for AI search. Maps a topic's full sub-query space, audits cluster coverage against what engines actually fan out into, and engineers titles and URL slugs for semantic match with fan-out queries. Use when a site needs to win citations
Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or gen
Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actuall
Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually
Auto-generate a professional, client-ready GEO service proposal from audit data. Creates a full proposal in markdown and PDF including executive summary, findings, recommended service packages (Basic/Standard/Premium), pricing, timeline, and terms. Use when user says "proposal",
CRM-lite for managing GEO agency prospects and clients. Track leads through the full sales pipeline: Lead → Qualified → Proposal Sent → Won → Lost. Store audit history, notes, deal values, and generate pipeline summaries. Use when user says "prospect", "lead", "client", "pipeline
Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions
Generate a professional PDF report from GEO audit data using ReportLab. Creates a polished, client-ready PDF with score gauges, bar charts, platform readiness visualizations, color-coded tables, and prioritized action plans.
Schema.org structured data audit and generation for rich results and entity clarity — detect, validate, and generate JSON-LD markup. Schema is NOT an AI-citation lever (Ahrefs controlled study, May 2026); it earns rich results and keeps entity data unambiguous.
/generate-idl-client
Generate idl client
Generate a typed client from an Anchor or Shank IDL (Codama or Anchor TS)
/migrate-web3
Migrate web3
Migrate TypeScript from @solana/web3.js 1.x to @solana/kit
/plan-feature
Plan feature
Plan a Solana feature before coding: accounts, PDAs, instructions, risks, tests
/product-review
Product review
First-time-user product review: scorecard and fix roadmap; --harsh for a roast
/profile-cu
Profile cu
Measure compute units per instruction and flag the expensive ones
/quick-commit
Quick commit
Format, lint and commit with a conventional message on a kit-named branch
/resync
Resync
Resync external skill submodules to latest upstream versions
/scaffold
Scaffold
Scaffold a Solana project (Anchor, fullstack, frontend, Pinocchio) with the kit
/setup-ci-cd
Setup ci cd
Set up GitHub Actions CI for Solana programs: lint, build, test, audit
/setup-mcp
Setup mcp
Configure MCP server API keys in .env and add the optional MCP servers
/test-and-fix
Test and fix
Run tests, auto-fix fmt and lint, and fix failures until green or stuck
/test-dotnet
Test dotnet
Run C# tests: Unity Test Framework in batchmode, or dotnet test
/test-rust
Test rust
Run Rust tests for programs (LiteSVM, Mollusk, Surfpool, Trident) and backends
/test-ts
Test ts
Run TypeScript tests for programs (Anchor TS, Kit) and dApp frontends
/update
Update
Update solana-ai-kit to latest version from upstream
/write-docs
Write docs
Write docs for a Solana program, SDK or component from its code and IDL
/a
A
Allow all file creation (short for /ar:allow)
/afa
Afa
Set AutoFile policy to allow-all mode (full file creation permissions)
/afj
Afj
Set AutoFile policy to justify-create mode (require justification for new files)
/afs
Afs
Set AutoFile policy to strict-search mode (only modify existing files)
Make any song you can imagine
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