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REAL-WORLD AI PLAYBOOKS

Start with an outcome. Follow a safe workflow.

Practical beginner workflows for study, careers, workplace productivity and software development.
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PLAYBOOK 01Job seekers

Prepare for a technical interview

Turn a role description into a focused preparation plan.

  1. 1Extract required skills without inventing expectations.
  2. 2Map each skill to evidence from your experience.
  3. 3Generate questions, answer first, then request feedback.
STARTING PROMPT

Using this job description, create a skill map and 10 interview questions. Ask one question at a time. Evaluate my answer for accuracy, evidence and clarity.

Continue with this workflow
PLAYBOOK 02Students

Learn Python with AI

Use AI as a tutor while continuing to write and test code yourself.

  1. 1Explain one concept at your current level.
  2. 2Trace a small example before writing code.
  3. 3Solve a new problem and request feedback.
STARTING PROMPT

Teach Python loops with one traced example. Then give me a new problem without the solution. Review my code only after I submit it.

Continue with this workflow
PLAYBOOK 03Job seekers

Build an honest, targeted resume

Improve relevance without creating false claims.

  1. 1Compare the resume with one real role.
  2. 2Find weak evidence and missing keywords.
  3. 3Rewrite only statements supported by facts.
STARTING PROMPT

Compare my resume with this role. Do not invent experience. Suggest evidence-based improvements and mark every claim I must verify.

Continue with this workflow
PLAYBOOK 04Students

Create an active study plan

Convert a syllabus into recall, practice and correction.

  1. 1Provide approved chapters and available time.
  2. 2Schedule active recall before revision.
  3. 3Track mistakes and update the next session.
STARTING PROMPT

Create a 7-day plan from this syllabus. Include daily recall, one worked problem and a short self-test. Use only the supplied topics.

Continue with this workflow
PLAYBOOK 05Professionals

Turn meetings into accountable action

Create a reviewable summary instead of a generic recap.

  1. 1Use approved notes or transcript.
  2. 2Separate decisions from proposals.
  3. 3Confirm owners, dates and unresolved questions.
STARTING PROMPT

Create decisions, actions, owners, deadlines, risks and open questions. Quote the source note for each decision and mark uncertainty.

Continue with this workflow
PLAYBOOK 06Developers

Debug code with evidence

Move from symptoms to a small, tested correction.

  1. 1Provide the failing behaviour and logs.
  2. 2Ask for hypotheses ranked by evidence.
  3. 3Add a regression test before accepting the fix.
STARTING PROMPT

Analyse this failing test and function. Explain the likely cause, propose the smallest fix and add a regression test. Do not change unrelated behaviour.

Continue with this workflow

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