Describe the task and what it needs
Enter the task, its requirements, the relevant files, the conventions it must follow, example code to point to, and what is explicitly out of scope.
AI TASK CONTEXT PACK
Context Pack Builder
Assemble the requirements, files, conventions, and examples one AI coding task actually needs — and check for gaps before you hand it off to an AI assistant.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
Score coverage across six sections
Each section (task, requirements, files, conventions, examples, scope boundary) counts toward a coverage score, so gaps are visible before handoff, not discovered mid-task.
Copy the assembled pack into your prompt
Get the six sections combined into one ordered pack you can paste directly into an AI coding assistant, chat, or task ticket.
Continue learning: AI tools in an MVP development workflow · Source code and IP rules for AI development tools
Frequently asked questions
How is this different from a token budget calculator?
A token budget calculator allocates how much of a model's context limit goes to each category. This tool assembles and checks the actual content — the specific files, conventions, and examples — for one task, regardless of token limits.
Does this read my repository automatically?
No. It only assembles the text you enter in the browser. You still need to identify the relevant files and conventions yourself, or pull them from a tool like the Repository Context Summarizer.
Should every task get a full context pack?
No — a one-line bug fix in a well-understood file needs far less than a new integration. Use the coverage score as a guide, not a requirement to fill every field for trivial tasks.
Where should stable conventions live long-term?
Task-specific packs are for one task at a time. Conventions that apply to every task should live in your repository's version-controlled agent instructions, not be retyped per task.
How We Compare
| Feature | MVPHub | GitHub Copilot | Cursor |
|---|---|---|---|
| Structured six-section context checklist | Included | Not included | Limited |
| Coverage score highlights missing sections | Included | Not included | Not included |
| No repository access required | Included | Not included | Not included |
| Copy-ready pack for any AI assistant | Included | Limited | Limited |
GitHub Copilot and Cursor can pull live repository and codebase context automatically once configured, but neither prompts you through assembling a complete, reviewable context pack for one specific task or scores it for gaps. MVPHub builds and checks that pack from what you enter, independent of any single assistant.
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