A library of copy-ready prompts for ChatGPT, Copilot, and similar tools. Every prompt lives in its own file, grouped into categorized folders so you can jump straight to what you need.
All prompts live under prompts/. The folder categories are intentionally opinionated to keep things organized:
Agent-based prompts and workflows are becoming a standard for leveraging AI. Here are specific agent prompts you can leverage:
| Prompt | Workflow highlight |
|---|---|
Research Orchestrator Workflow |
Run iterative research loops with observations, gap analysis, and agent tasking |
Report Planning Agent |
Convert report briefs into contextual summaries and section owners |
Report Writer Agent |
Turn planning outputs plus findings into a fully drafted report |
Agentic Editorial Blueprint |
Single-pass editorial blueprint with title, metadata, outline, and CTA |
Spec-Driven Development Generator |
Produce structured specs that autonomous coding agents can execute |
| Category | Highlights |
|---|---|
Release Management |
Release notes and changelog prep |
Issue Management |
GitHub bug reports and issue triage |
Coding Agents |
Spec-driven work items for autonomous agents |
| Category | Highlights |
|---|---|
Communication |
Email drafting, stakeholder messaging helpers |
Meetings |
Structured recaps of recorded/transcribed sessions |
Goal Setting |
Structured OKR drafting and target tracking |
| Category | Highlights |
|---|---|
Development |
Performance reviews, growth plans, professional coaching |
| Category | Highlights |
|---|---|
Reflection |
Weekly and monthly impact journals for business and career alignment |
| Category | Highlights |
|---|---|
Article Writing |
Outlining, SEO metadata, feature images, conclusions |
Reviewing |
Language quality checks, topic accuracy, readability feedback |
| Category | Highlights |
|---|---|
Brainstorming |
Idea generation, hypothesis framing, and experimentation |
| Category | Highlights |
|---|---|
Media Creation |
Conversation-starting posts on LinkedIn, and social image prompts |
| Category | Highlights |
|---|---|
Research Orchestration |
Multi-agent research loops with observations, gap analysis, and synthesis |
Retrieval & Q&A |
Context-grounded answering for RAG setups |
| Category | Highlights |
|---|---|
Response Quality |
Relevancy and accuracy evaluators for AI-driven responses |
- Browse to a category folder and open its
README.mdfor a quick description of every prompt inside. - Open the prompt file you need - each one includes metadata, when-to-use guidance, the exact prompt, and an example.
- Copy the prompt into your LLM tool and replace
[ ]or< >placeholders with your information. - Iterate! These prompts are meant to be tweaked and combined to match your workflow.
Tip
Naming and metadata stay consistent across folders, so you can search for tags such as subcategory: article-writing in your editor to find related prompts fast.
- ChatGPT: Handles long-form prompts, supports text + image generation, and lets you package favorite prompts into custom GPTs.
- Microsoft Copilot: Great for contextual prompts via the Edge sidebar. Switch to the Notebook view for longer context windows or use Copilot Pro to build Copilot GPTs. Learn more about Copilot in Microsoft Edge.
- M365 Copilot: Integrates AI directly into Microsoft 365 apps like Word, Excel, and Outlook for context-aware assistance. Great for business workflows.
- Using the current web page as context: In Edge's Copilot feature, @mention the tab you want to include as context so prompts like SEO metadata or contextual reviews automatically reference the page.
If you find this repository helpful, consider supporting it by starring the repository or sharing it with others.
Contributions are also welcome! If you have prompts to add or have improvements to existing prompts, feel free to propose changes.
👤 James Croft
The repo is made available under the terms and conditions of the MIT license.