Learning outcome
Run useful AI conversations, organize projects, compare answers, use files safely, and turn one-off chats into repeatable work systems.
Practical course
Run useful AI conversations, organize projects, compare answers, use files safely, and turn one-off chats into repeatable work systems.
Run useful AI conversations, organize projects, compare answers, use files safely, and turn one-off chats into repeatable work systems.
Build a personal AI assistant workspace with prompt templates, project rules, file-use rules, and review checklist.
Do not paste passwords, payment data, private IDs, customer records, or illegal requests into AI tools.
Course syllabus
Module 1
1. Learn
This lesson teaches one practical AI habit: Give the assistant role, goal, context, source material, and success criteria before asking for output. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Turn a vague chat into a structured assistant conversation for one work or personal task. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Assistant setup prompt.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Give the assistant role, goal, context, source material, and success criteria before asking for output. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Choose which context is safe and useful to share.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
1. Learn
This lesson teaches one practical AI habit: Know when to use persistent context, when to start a clean chat, and when not to upload files. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Create a safe project brief with allowed data, blocked data, and review rules. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Project safety rules.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Know when to use persistent context, when to start a clean chat, and when not to upload files. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Identify which files should not be uploaded to an AI assistant.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
1. Learn
This lesson teaches one practical AI habit: Use a second model or second prompt to critique, improve, and verify the first answer. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Generate two drafts, compare strengths, and create a final human-reviewed version. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Model comparison worksheet.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Use a second model or second prompt to critique, improve, and verify the first answer. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Pick the strongest critique prompt.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
Module 2
1. Learn
This lesson teaches one practical AI habit: Use AI to plan research, organize sources, and separate facts from assumptions. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Create a research plan with verification steps and source checklist. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Research verification checklist.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Use AI to plan research, organize sources, and separate facts from assumptions. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Find unsupported claims in a research summary.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
1. Learn
This lesson teaches one practical AI habit: Create personal rules for tone, format, reading level, risk checks, and output structure. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Write custom instructions for work, study, business, or creator tasks. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Custom instruction pack.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Create personal rules for tone, format, reading level, risk checks, and output structure. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Identify which instruction is too broad or unsafe.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
1. Learn
This lesson teaches one practical AI habit: Move from one-off chats to a repeatable workflow with setup, draft, critique, revision, and final review. You will apply it to a real work sample, prompt, or workflow, compare the AI output with the goal, then save a reusable version only after review.
2. Study the example
Example: use ChatGPT to complete this task: Build a workflow for one task you repeat every week. A strong result names the goal, gives enough context, asks for a specific format, marks assumptions, and includes a human review step before use.
Job seeker use
Use this skill to build safer job-search assets: tailored resumes, LinkedIn summaries, networking messages, company research notes, ethical interview preparation, and application tracking templates.
Student use
Use this skill for study plans, summaries, practice quizzes, class notes, project outlines, and revision checklists without submitting AI work as your own when your school rules prohibit it.
3. Proof to save
Assistant workflow template.
Copy-ready lab prompt
You are helping me complete a practical AI-for-work task. Task: [describe your real task] Goal: Move from one-off chats to a repeatable workflow with setup, draft, critique, revision, and final review. Tool I may use: ChatGPT, Claude, Gemini, Perplexity Audience: [who will read or use the output] Constraints: keep it accurate, private-data safe, and easy to review. First ask up to 3 clarifying questions if needed. Then create the output in a clear structure. End with assumptions, risk checks, and a final checklist before I use the result.
Tools to try
4. Quick quiz and checklist
Choose the best follow-up prompt after a weak first answer.
Common mistakes
Passing answer key
A passing answer explains which tool you chose, why it fits the task, what context you gave it, how you checked the output, and what you changed before saving the final work sample, prompt, or workflow.
Rubric
Certificate evidence
Finish the lessons, save your prompts and outputs, then use the capstone checklist to show what AI did, what you reviewed, and where human judgment was required.