Technique 11 / 12

Chaining

Break a big job into several separate prompts

What this technique does

Prompt chaining means not asking for a big job all at once but splitting it across several prompts — outline, then draft, then polish. Ask for the lot in one go and the opening gets all the care while the sentences get shorter towards the end; split it up and each step becomes the whole of that step, so the density holds to the finish.

Being able to correct course partway matters just as much. Fix the order at the outline stage and you do not have to rewrite ten pages of body text.

Good example / bad example

Bad

make onboarding material for new hires. write the contents and all the content

Good

1) Please write only the table of contents for new-hire onboarding material. Give the chapter titles and one line each on what the chapter covers, and do not write the body yet.

2) Take chapter 2 from that outline and write the body for it. Bear in mind that new hires read this in their first week.

3) Join up the chapters written so far, and tidy up only the overlapping explanations and the places where the voice differs.

The bad example gives a plausible contents page but a body that runs to two or three lines per chapter. The good one settles the outline first and writes chapter by chapter, so each chapter comes out at a length you can actually use, and you can redo only the chapters you do not like.

How to write it

Watch out

As the steps go on it forgets conditions set earlier. At each step, restate the core conditions — reader, length — in one line.

Split something as short as a single email and you add turns for the same result. Use it where asking in one go leaves the back half thin.

Unfamiliar terms? See Aha AI: context-window

Prompts using this technique

50
Consolidating Year-End Performance Reviews
Turn scattered annual logs into a structured year-end report.
Work writing Multi-step ChainingThink step by stepSpecify the output format
12-Week Course Curriculum Planning
Build a goal-oriented 12-week syllabus with weekly milestones and assessments.
Teaching Multi-step ChainingAssign a roleSpecify the output format
Extract Brand Voice and Tone Guidelines
Extract consistent brand voice rules from a few existing copy samples
Marketing & content Multi-step ChainingAssign a roleShow an example
Turn Raw Work Notes into Project-Based Resumes
Transform scattered work memories into structured, project-focused bullet points.
HR & career Multi-step ChainingThink step by stepSpecify the output format
Character Interview to Fill Profile Gaps
Flesh out character backstories and tone through roleplay interview questions
Creative Multi-step ChainingAssign a roleHave it ask back
College Paper Thesis and Outline Builder
Design your thesis, outline, and evidence structure starting from just a topic.
Study & research Multi-step ChainingHave it ask backSpecify the output format
Reverse-Engineer Competitor Ads for Original Copy
Dissect competitor ad frameworks and rebuild them with your strengths.
Marketing & content Multi-step ChainingThink step by stepFence off the input
Extracting Contract Review Questions Before Signing
Organize key questions to ask before signing a contract.
Work writing Multi-step ChainingFence off the inputSelf-check
One-Month Content Calendar Planner
Schedule and organize topics for a full month of content
Marketing & content Multi-step ChainingHave it ask backGive context
Customer Journey Friction Point Analysis
Break down customer stages from awareness to repurchase to pinpoint friction.
Planning & analysis Multi-step ChainingAssign a roleSpecify the output format
Database Schema Design from Requirements
Turns your feature requirements into a structured relational schema.
Coding & data Multi-step ChainingHave it ask backSpecify the output format
Fantasy Worldbuilding Guidebook
Build consistent maps, history, and magic systems step by step
Creative Multi-step ChainingAssign a roleThink step by step
Engaging RPG Quest Flow Design
Design multi-layered quests complete with objectives, friction, and varied rewards.
Creative Multi-step ChainingAssign a roleSpecify the output format
Formulating Hypotheses and Planning Validation
Turn vague assumptions into testable hypotheses and concrete experiments
Planning & analysis Multi-step ChainingThink step by stepSpecify the output format
Design Structured Behavioral Interview Questions
Define core competencies and generate targeted questions with evaluation rubrics.
HR & career Multi-step Assign a roleChainingThink step by step
Breaking Down Strategic Goals into Actionable KPIs
Translate abstract high-level goals into measurable, actionable weekly metrics.
Planning & analysis Multi-step ChainingThink step by stepSpecify the output format
Mapping Execution Flow in Unfamiliar Codebases
Trace execution paths step by step from directory structure to entry points.
Coding & data Multi-step ChainingThink step by stepFence off the input
Synthesize Literature Notes by Key Debate Themes
Turn scattered paper notes into a thematic synthesis matrix and draft paragraphs.
Study & research Multi-step ChainingFence off the inputSpecify the output format
Establish Clean-up Rules for Messy Tabular Data
Standardize inconsistent table columns systematically before changing values.
Coding & data Multi-step ChainingSelf-checkShow an example
Interactive Mock Interview Practice with Instant Feedback
Practice answering mock interview questions one by one with critical evaluator feedback.
HR & career Multi-step Assign a roleChainingAsk for revisions
Monthly Expense Audit to Stop Money Leaks
Categorize card transactions and pinpoint expenses to cut.
Daily life & small business Multi-step Fence off the inputChainingThink step by step
4-Week Moving Timeline Checklist
Generate a weekly moving preparation checklist counting down to moving day.
Daily life & small business Multi-step Give contextChainingThink step by step
Mapping the Structural Blueprint of an Academic Paper
Quickly pinpoint the core claims, evidence, and data before reading in depth.
Study & research Multi-step ChainingThink step by stepFence off the input
Performance Assessment and Rubric Design
Build step-by-step performance tasks, rubrics, and student guidelines from standards.
Teaching Multi-step ChainingAssign a roleSpecify the output format
Constructive Performance Review Feedback
Deliver facts and growth areas clearly without damaging rapport.
HR & career Multi-step ChainingAssign a roleConstraints
Children's Picture Book Story and Scene Breakdown
Create a picture book story tailored to target age and scene count.
Creative Multi-step ChainingGive contextThink step by step
Structure and Gap-Fill a Business Proposal
Build an outline and fill knowledge gaps step-by-step with guided questions
Planning & analysis Multi-step ChainingHave it ask backSpecify the output format
Business Presentation Script and Q&A Preparation
Generate a slide-by-slide spoken script matched to your presentation time.
Work writing Multi-step ChainingAssign a roleConstraints
Presentation Script and Slide Outline Generator
Turn raw research notes into a well-paced slide deck and spoken script.
Study & research Multi-step ChainingGive contextSpecify the output format
Design a 4-Session Project-Based Learning Plan
Build cohesive PBL lesson plans from driving questions to final presentations.
Teaching Multi-step ChainingGive contextSpecify the output format
High-Converting Product Detail Page Flow
Structure high-converting product detail pages step by step.
Marketing & content Multi-step ChainingHave it ask backGive context
One-Page Executive Proposal Summary
Condense a long proposal into an actionable one-pager for decision makers.
Work writing Multi-step ChainingThink step by stepFence off the input
Build a Repetitive Task Automation Script in Python
Turn manual file sorting and data workflows into automated Python scripts
Coding & data Multi-step Have it ask backChainingGive context
School Event Action Plan and Timeline
Create a full event plan covering schedules, staff roles, and safety contingencies.
Teaching Multi-step ChainingAssign a roleHave it ask back
Pre-Deployment Security Checklist Generator
Generate a practical security checklist tailored to your stack.
Coding & data Multi-step Assign a roleChainingSelf-check
Semester Pacing Guide and Syllabus Calendar
Map units and assessments across weeks into a clean schedule.
Teaching Multi-step ChainingAssign a roleHave it ask back
Weekly Exam Study Schedule Planner
Break down subjects and materials into a realistic weekly and daily schedule.
Study & research Multi-step ChainingHave it ask backSpecify the output format
3C Strategic Market and Competitor Analysis
Systematically analyze Customer, Competitor, and Company one pillar at a time.
Planning & analysis Multi-step ChainingAssign a roleSpecify the output format
Custom Travel Itinerary Planning
Turn a list of must-visit spots into a practical daily route.
Daily life & small business Multi-step Give contextHave it ask backChaining
Turn Repetitive Tasks into Step-by-Step SOPs
Create a clear standard operating procedure that anyone can follow on day one.
Work writing Multi-step ChainingThink step by stepSelf-check
Comprehensive Job Handover Document
Create a foolproof handover document for your successor to work independently.
Work writing Multi-step ChainingHave it ask backSpecify the output format
Explainer YouTube Video Scriptwriting
Produce a complete video script step by step from planning to final draft.
Marketing & content Multi-step ChainingAssign a roleGive context
Consistent Character Across Multiple Scenes
Keep character appearance identical across different generated scenes.
Image, video & audio Multi-step Pin down the taskChainingSelf-check
Establish Brand Image Guidelines & Prompt Template
Create a reusable prompt framework to keep brand visuals consistent across team members.
Image, video & audio Multi-step ChainingSpecify the output formatSelf-check
Classroom Management Plan for Back to School
Map out first-month tasks and build clear classroom rules together.
Teaching Multi-step Assign a roleChainingSpecify the output format
Short Product Promo Video Storyboard
Create a cut-by-cut storyboard and on-screen copy for short video ads
Image, video & audio Multi-step Give contextChainingSpecify the output format
Seasonal Promotion Planning
Plan holiday promotions step-by-step with channel rollout schedules
Marketing & content Multi-step Give contextChainingSpecify the output format
Divide Short-Form Videos into 5-Second Scenes
Break short-form videos into cohesive, multi-shot sequences.
Image, video & audio Multi-step Pin down the taskChainingSpecify the output format
Storyboard to Shot List Prompts
Turn rough storyboard notes into shot-by-shot video generation prompts.
Image, video & audio Multi-step Pin down the taskChainingSpecify the output format
Storybook Illustration Prompts Scene by Scene
Generate consistent scene-by-scene illustration prompts for children's storybooks
Image, video & audio Multi-step Pin down the taskSpecify the output formatChaining