Long-context document work
Prompts for summarising, comparing and extracting from long source material.
24 curated prompts
Claude Prompts
Claude handles long documents and nuanced instructions differently from other models, so prompts written for it tend to emphasise context framing, explicit output contracts, and conservative refusal behaviour. This collection gathers reusable Claude prompt templates from the Easy Prompt library.
Claude promptsClaude AI promptsClaude prompt templates
Structured output contracts
Templates that pin down tables, sections and review criteria up front.
Safety and refusal boundaries
Prompts that test cautious behaviour on sensitive requests.
Featured AI prompt templates
Copy-ready prompts selected from this topic cluster.
TextWriting
i18n Change Workflow
Prompt from prompts.chat: i18n Change Workflow
TextWriting
Codebase Ecosystem Atlas
Prompt from prompts.chat: Codebase Ecosystem Atlas
TextWriting
Root Cause Analysis Agent Role
Prompt from prompts.chat: Root Cause Analysis Agent Role
TextWriting
Post-Implementation Audit Agent Role
Prompt from prompts.chat: Post-Implementation Audit Agent Role
TextWriting
Code Review Agent Role
Prompt from prompts.chat: Code Review Agent Role
TextWriting
Backend Architect Agent Role
Prompt from prompts.chat: Backend Architect Agent Role
TextWriting
Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
Prompt from prompts.chat: Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
TextWriting
Comprehensive Go Codebase Review - Forensic-Level Analysis Prompt
Prompt from prompts.chat: Comprehensive Go Codebase Review - Forensic-Level Analysis Prompt
TextWriting
Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt
Prompt from prompts.chat: Principal AI Code Reviewer + Senior Software Engineer / Architect Prompt
TextWriting
Reprompt Requirements Engineering Prompt Architect
Prompt from prompts: Reprompt Requirements Engineering Prompt Architect
TextWriting
Prompt Engineer
Professional prompt design and optimization framework covering the entire workflow from requirements analysis to production deployment, suitable for large language model systems in production environments.
What makes a prompt work better on Claude?
Claude rewards explicit context boundaries and output contracts. State what source material is authoritative, what format you expect, and what the model should do when information is missing.
Can these prompts run on other models?
Yes. The structure is model-agnostic; adjust verbosity and instruction emphasis to match the model you deploy.
How do I keep long documents from being over-summarised?
Ask for a coverage map first, then require the model to mark any section it could not ground in the source.