Context Engineer
AI-Powered Context Engineer
Transform your documentation and workflows into comprehensive Standard Operating Procedures (SOPs) and complete skill packages.
Key capabilities
Basic SOP Generation
Create clear, step-by-step procedures from simple prompts. Perfect for quickly documenting routine tasks and processes.
Advanced Context Analysis
Upload files (TXT, MD) and reference URLs to generate comprehensive SOPs that incorporate your existing knowledge base. Pro plan.
Complete Skill Packages
Go beyond SOPs. Generate a full skill package from a goal: a SKILL.md for your agent plus documentation, code examples, scripts, templates, and troubleshooting guides. Claude Code and Ollama targets are available on the free plan; Cursor, Windsurf, Cline, Copilot, and the other agent targets are on Pro.
How it works
01
Upload or Describe
Provide existing documentation, URLs, or simply describe the process you want to document. Our AI analyzes all provided context.
02
AI Processing
Advanced AI analyzes your content, extracts key information, and structures it into comprehensive, professional documentation.
03
Get Results
Receive production-ready SOPs or complete skill packages with examples, scripts, and templates—all saved to your history.
Perfect for
Development Teams
Document deployment workflows, setup procedures, and coding best practices to streamline onboarding and ensure consistency.
DevOps Engineers
Create detailed runbooks, incident response guides, and automation scripts to improve system reliability and response times.
Technical Writers
Transform raw technical documentation and notes into comprehensive, well-structured skill packages and user guides.
Advanced features
AI Context Understanding
Intelligent analysis of uploaded documents and referenced URLs
Multi-Format Support
Works with TXT, MD files and web URLs
Fast Generation
Get basic SOPs in seconds, packages in 1-3 minutes
SOP History
Automatically saved with search and filtering
Example use cases
Deployment Workflow Documentation
Upload your internal wiki pages and CI/CD configuration files, and Context Engineer generates a comprehensive deployment SOP — structured steps, prerequisites, and troubleshooting notes pulled from your existing documentation instead of written from scratch.
From scattered docs to a structured SOPAPI Integration Skill Package
Turn your API documentation into a complete skill package: reference docs, code examples in multiple languages, a helper script, and template files — everything a developer or agent needs to integrate without re-reading your API docs from scratch.
Reference docs → ready-to-use skill packageIncident Response Runbook
Upload scattered incident notes and past postmortems, and Context Engineer produces a structured runbook with troubleshooting guides — consistent steps every responder can follow, instead of tribal knowledge spread across old Slack threads.
Scattered notes → a structured runbookMode comparison
| Feature | Basic SOP | Advanced Context | Skill Package |
|---|---|---|---|
| Simple Prompt Input | |||
| File Upload (TXT, MD) | — | — | |
| URL References | — | — | |
| Reference Documentation | — | — | |
| Code Examples | — | — | |
| Helper Scripts | — | — | |
| Template Files | — | — | |
| Generation Time | ~10 seconds | ~30 seconds | 1-3 minutes |
| Auto-Save to History |
Integrated with SOP History
Every generated SOP is automatically saved to your SOP History for easy access, search, and management.
Automatic Saving
No manual work required—every SOP is automatically saved with metadata
Smart Search
Find SOPs by content, type, or favorites with powerful filtering
Version Tracking
Track artifacts, goals, and generation context for each SOP
Ready to Automate Your Documentation?
Sign up now to get access to the Context Engineer and start transforming your workflows into powerful, reusable assets.
Frequently asked questions
What file formats are supported?
Context Engineer currently supports TXT and MD (Markdown) files. Each file can be up to 10MB in size.
How long does it take to generate a skill package?
Basic SOPs take about 10 seconds, Advanced SOPs with context take around 30 seconds, and complete Skill Packages take 1-3 minutes as they generate multiple files with different types of content.
Are my SOPs automatically saved?
Yes! Every generated SOP is automatically saved to your SOP History, where you can search, filter, favorite, and manage all your documentation in one place.
Can I download skill packages?
Absolutely! Skill packages can be downloaded as individual files or as a combined markdown file containing all components for easy sharing and version control.
What does the free plan include?
A free account gets a small monthly allowance of basic SOPs and one complete skill package, for the Claude Code and Ollama targets, using our default model. The allowance renews every month. Advanced SOPs that use uploaded files and URLs, deployment to the other agent targets, choosing a model, and the higher limits are on the Pro plan.
Do I need an account?
Yes. Context Engineer requires a free account, because generated SOPs and packages are saved to your history.