General
Check Product Quality at Each Production Stage and Stop Defects from Recurring
Use it when managing quality for a manufactured product. It sets inspection rules for materials, production, and final release, tracks defects daily, finds the most common problems (Pareto analysis), and traces complaints to their root cause to fix them.
Make an AI Agent Work From Checked Facts and Report Results First
Use it when you hand an AI agent questions, plans, or work tasks. It sorts the request, reads real files instead of relying on memory, changes only what is needed, checks that it works, and reports the outcome first along with what is still unchecked.
Build and Maintain a Skill Library That Works With Any AI Agent
Use when you keep AI agent skills in one repository. It loads each skill's details only when needed, keeps lists and source notes in step, runs fixed checks before AI judgment, moves research through set stages, and gets a person's OK before sending (push) or combining (merge) changes.
Turn AI Instructions Into an Automation That Asks You Only for What It Can't Do
Use when you want an AI to run a set of written instructions as an automation. It checks which tools are available, asks once for sign-ins, passwords, and decisions, does the rest itself, and waits for approval before sending, posting, or paying.
Run a Practice Job Interview Scored Only on Job-Related Evidence
Use it to rehearse a full job interview. It asks for the role and the experience you choose to share, scores answers only on what the job needs, asks one question at a time, and ends with feedback and a practice plan, without guessing things like age or health.
Ask About Your Business, Then Give Step-by-Step Advice on Starting and Growing It
Use it when you need business advice, such as starting a business, choosing a business model, raising funds, or growing. It asks your goal, industry, problems, and resources, then answers with a main recommendation, examples, and steps you can take.