alo-exp

comparator

Generic Comparison Matrix Builder: creates, populates, and maintains weighted XLSX comparison matrices for ANY domain and ANY pair (or set) of solutions. Evidence comes from whatever is available — CIRs produced by MultAI's solution-researcher, documents in the working folder, LLM knowledge, or user description. A CIR is not required. Supports two entry points: • "compare X vs Y" — full standalone comparison from scratch (Gap 5 flow) • matrix operations on an existing XLSX — add-platform, reorder, combo, verify USE THIS SKILL when the user wants to: compare solutions head-to-head, build a capability matrix, add a platform to a matrix, reorder or verify a matrix, create a combo column, or produce a scored comparison of any two products. Trigger keywords: "compare", "comparison matrix", "capabilities matrix", "add platform", "update the matrix", "reorder", "verify ticks", "combo column", "score", "head-to-head", "which is better".

consolidator

Generic Multi-Source Consolidator: synthesizes content from any set of input sources — documents, research notes, interview transcripts, meeting summaries, AI platform responses, or any mix — into a unified, well-structured report. When invoked with a raw AI responses archive (produced by the orchestrator or a specialist skill), operates in AI-Responses mode and produces a Consolidated Intelligence Report (CIR) or structured synthesis per a consolidation guide. When invoked directly by the user with arbitrary source content, operates in Generic mode and produces a synthesis report tailored to the content type. If a consolidation guide (.md file) is provided, follows its prescribed output structure exactly — the guide is the sole structural authority.

landscape-researcher

Market Landscape Researcher: orchestrates a full end-to-end landscape research workflow for any software solution category. Builds a research prompt from a proven template, runs it across 7 AI platforms in parallel (via the orchestrator skill), synthesises the responses into a structured 9-section Market Landscape Report, and auto-launches an interactive HTML report viewer. USE THIS SKILL whenever the user wants any of: a market landscape report, competitive landscape analysis, market overview, vendor landscape, category survey, ecosystem analysis, or industry landscape for any software category. Also trigger when the user says things like "map the market for X", "give me a Gartner-style analysis of X", "which tools are leaders in X", "compare all the tools in X", "landscape for X", or "research the X market". This skill is also invoked by the orchestrator skill's routing logic when it detects landscape-research intent. DEEP mode is the default — landscape reports benefit from deep, multi-source research.

multaiupdate

Check for MultAI updates, show changelog, and install if available

multai

Intelligent Multi-AI Router & Orchestrator. Submits prompts to 7 AI platforms simultaneously (or sequentially in Cowork) and synthesizes results. Supports two runtimes automatically detected at startup: • Code tab (Mac): Playwright/Browser-Use engine — parallel, full-featured • Cowork tab (Linux sandbox): Claude-in-Chrome MCP — sequential, zero-setup auth This skill is the PRIMARY ENTRY POINT for all research and multi-AI tasks. It reads the user's intent and routes to the correct specialist skill: - "landscape" / "market map" / "ecosystem" / "vendor landscape" / "market overview" / "competitive landscape" / "category survey" / "industry landscape" / "Gartner-style" → landscape-researcher skill - Product URL + research intent, specific product name + evaluate/benchmark/ research/analyze, "competitive intelligence", "capabilities report" → solution-researcher skill - "comparison matrix" / "add platform" / "update matrix" / "combo column" / "verify ticks" / "reorder matrix" → comparator skill - Any other multi-

solution-researcher

Orchestrates a simultaneous 7-AI competitive intelligence research round on any software product. Builds a capability-analysis prompt from a template, invokes the orchestrator engine, then invokes the consolidator skill to produce a Consolidated Intelligence Report (CIR). USE THIS SKILL whenever the user asks to research a software product, run competitive intelligence, benchmark a tool, or find out what a platform can do. Trigger when the user provides a product URL, names a specific software product and asks to research/analyze/evaluate it, or says "competitive intelligence", "capabilities report", "benchmark this tool", or "what can X do?". Supports any product domain (DevOps, PM tools, security, etc.) via pluggable domain knowledge files. If a domain file exists, evaluation criteria are appended to the prompt and used during consolidation. DEEP vs. REGULAR mode: If the user includes the keyword 'deep' in their request, use Deep Research modes on all platforms.