📋 Intent Engine
AI Long-Term Task Memory - Cross-session task tracking with hierarchical breakdown and decision logs. Use when users need to track tasks across sessions, record decisions, manage hierarchical task breakdowns, or persist intent context.
npx playbooks add skill wayfind/origin-task --skill intent-engine
About Intent Engine
Built for developer workflow workflows, Intent Engine helps AI coding agents ai long-term task memory - cross-session task tracking with hierarchical breakdown and decision logs. use when users need to track tasks across sessions, record decisions, manage hierarchical task breakdowns, or persist intent context.
The 33-word prompt provides structured developer workflow guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (33 words)
AI Long-Term Task Memory - Cross-session task tracking with hierarchical breakdown and decision logs. Use when users need to track tasks across sessions, record decisions, manage hierarchical task breakdowns, or persist intent context.
Frequently Asked Questions
What is Intent Engine?
Intent Engine is a free developer workflow skill for AI coding agents. AI Long-Term Task Memory - Cross-session task tracking with hierarchical breakdown and decision logs. Use when users need to track tasks across sessions, record decisions, manage hierarchical task breakdowns, or persist intent context.. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Intent Engine with Claude Code?
Run npx playbooks add skill wayfind/origin-task --skill intent-engine in your terminal to install Intent Engine into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Intent Engine?
Intent Engine is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Intent Engine free to use?
Yes, Intent Engine is completely free and open source. The full source is available on GitHub at https://github.com/wayfind/origin-task/tree/main/intent-engine/skills/intent-engine. You only need a subscription to the AI agent you use it with.
