AI Prompt Templates and Workflows

Reusable prompts, prompt rules, workflow stacks, and setup guidance for document analysis, source-backed research, writing review, code review, SEO review, analytics, citations, and output verification.

What do you want to do?

Choose the closest task. Each path leads to matching prompt templates.

Find a prompt or rule

Search by job, then narrow by prompt category.

Prompt templates by job

Use runnable prompt templates for provided-material analysis, public-source research, writing review, publishing and SEO review, engineering review, and adjacent code generation.

Provided-material analysis

Public-source research and citations

Engineering review

Writing review

Publishing, SEO, and measurement

Adjacent code generation

Add rules to an existing prompt

Use these reusable rules after choosing a prompt when you need stronger artifact reading, source boundaries, citation checks, verification, analysis depth, style, language formatting, or output structure.

Artifact-reading controls

Instruction hierarchy and source rules

Evidence, citation, and source rules

Analysis-depth controls

Style and output controls

Prebuilt prompt stacks

Use these stacks when a recurring task needs several coordinated prompts, rules, policies, or references.

Review all provided material first
Use this before answering when the task depends on ZIPs, repos, logs, screenshots, or pasted material and you first want complete reading coverage.
Answer only from provided material
Use this when the final answer must stay inside provided material and still pass analysis, verification, and confidence checks.
Public-source answer with citations
Use this when the answer depends on current or public information and needs cited support, without a separate deep-search or final verification pass.
Verify public sources before answering
Use this when public claims are higher-risk and need deeper search, explicit verification steps, and a reviewed final answer.
Run final answer checks
Use this before sending an answer when you want to reduce automatic agreement, wording drift, and unsupported conclusions.
Write in academic style from cited sources
Use this when the answer must stay formal, source-backed, and evidence-gated in an academic register.

Platform setup

Use prompts in ChatGPT, Claude, Gemini, and API tools

After choosing a prompt, use the platform reference pages to decide where to place prompts, project instructions, files, memory, retrieval, tools, and runtime settings.

ChatGPT Projects, GPTs, Skills, files/sources, Custom Instructions, Memory, and runtime prompts. Open reference → Claude Projects, Project Instructions, Project Knowledge, Skills, Claude Code surfaces, and runtime chat input. Open reference → Gemini Gems, Gem instructions, Knowledge files, Memory, Connected Apps, AI Studio, Gemini API, Files API, File Search, and Vertex AI. Open reference → API / internal systems System/developer instructions, retrieval, tools, orchestration, approvals, validation, evals, logging, and application state. Open reference →