AI Capability Discovery Assistant

What this agent does

Most beginners don't know what's actually possible with AI for their specific job, so they either don't start or waste time on generic advice. This agent runs a four-stage pipeline that turns a stated profession and goals into a personalized, actionable AI adoption plan.

1. stage-1-use-case-discovery — discovers 8-12 realistic AI use cases for the stated profession and goals, ranked by effort to start vs. impact, dropping anything that conflicts with stated constraints.
2. stage-2-tool-matching — recommends 1-3 specific, currently-available tools per use case via web search/research, always noting free vs. paid and skipping developer-API-only tools.
3. stage-3-roadmap-building — sequences use cases and tools into a week-by-week roadmap starting with the lowest-effort, highest-impact quick win, sized to actual available time.
4. stage-4-workflow-library — turns each roadmap step into a copy-paste workflow (exact tool, exact prompt template, numbered steps, a caveat), appended to a running library file per profession.

Running the pipeline again for the same profession extends the workflow library rather than overwriting it, so it grows into a real personal reference over time.

Requirements

• Runs entirely on free, built-in research tools (web_search, web_research) — no paid AI-tool-directory or trend-database API required.
• Works on Zo Computer natively and on Claude AI (claude.ai with web search, or Claude Code).
• Nothing is ever sent, posted, or shared externally — everything produced is for personal use.

Setup

1. Unzip the package into your workspace, keeping the folder structure intact.
2. (Optional) Fill in your real profession, goals, experience level, and constraints so you don't have to restate them every run.
3. Run a starter prompt to see the full pipeline end to end.

What you get

• A 4-stage pipeline (discovery → tool matching → roadmap → workflow library) that turns your profession and goals into a personalized AI adoption plan
• A growing personal workflow library — re-run it anytime and it extends instead of overwriting
• Setup that works out of the box on both Zo Computer and Claude AI, no paid APIs required
• Copy-paste-ready workflows: exact tool, exact prompt, step-by-step — not just advice
• Guided install prompts for both platforms, plus example starter prompts to get going immediately