ai-starter-skill-pack

Help an overwhelmed or uncertain beginner decide how to start using AI for life, work, school, a small business, or creative projects. Use for requests such as "I want to get into AI," "I do not know where to start," "which AI tools should I learn first," or "make me a beginner AI plan." Produce a tiny tool stack, a seven-day plan, one useful workflow, and one practice project. Do not use for advanced ML engineering, a single broken prompt, enterprise AI strategy, or a job-search-only request.

Generate and rank small, realistic AI project ideas for a beginner, non-coder, self-taught developer, creator, job seeker, freelancer, worker, or small-business owner. Use for "what should I build with AI," "give me a weekend project," "I need a portfolio project," "small AI app ideas," or "something useful I can automate." Match ideas to interests, skills, tools, time, budget, and audience; recommend one MVP and a seven-day build plan. Do not use for unconstrained generic brainstorming, full startup market research, enterprise strategy, or career planning when a project is not the main need.

Help a user turn AI learning into honest career progress, portfolio evidence, workplace value, job-search assets, or a realistic freelance offer. Use for "how do I get a job in AI," "what AI skills belong on my resume," "how do I prove I can use AI," "build my AI portfolio," or "how can I freelance with AI." Audit current proof, skill gaps, claim strength, and target opportunities; then create a 30-day evidence-building plan. Do not fabricate credentials, guarantee employment or salary, apply or contact people without approval, or replace legal, benefits, immigration, or financial advice.

Create a realistic AI learning path tailored to a user's target outcome, starting level, schedule, learning style, tools, and access needs. Use for "teach me AI," "make me a learning plan," "help me learn prompting or agents," "I want AI for coding or my job," or "I only have 30 minutes a day." Build milestones, practice, proof artifacts, and review checkpoints. Do not use for one-off questions, current job searches, project brainstorming alone, or broad career coaching when learning is not the main issue.

Diagnose and repair a prompt that produces vague, generic, incorrect, badly formatted, or model-mismatched results. Use for "fix this prompt," "why did the AI misunderstand me," "rewrite this for Claude/GPT/Gemini," "the model ignores my format," or "my prompt is not working." Identify whether the real problem is instructions, context, examples, output structure, model choice, missing data, or missing tools; then rewrite and test it. Do not use for general writing feedback, one-off factual questions, full automation architecture, or broad career coaching.