LingXiCursor Workflow with Persistent Memory

Make AI work the way you do — capture judgment, preferences, and experience, then reuse them naturally in every conversation.

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GitHub

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Flexible Workflow

Covers task → vet → plan → build → review end-to-end. Compose the flow by task complexity; every step is optional.

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Persistent Memory

Capture decisions, preferences, and lessons via /remember, automatic session distillation, or workflow taste sniffing; they become memory notes and are injected when relevant in new conversations.

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Human in the Loop

You confirm key decisions and control when to apply each step, so AI stays assistive instead of overreaching.

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Ready to Use

Install via script and start in your existing project right away; begin with /init, /task, or other commands as needed.

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Team Knowledge Sharing

Share memory banks across projects via git submodule so best practices and lessons learned can be reused by the team.

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Self-iterate

Continuously collects system run state during operation, audits on a heartbeat interval, and auto-improves low-risk issues.

Make AI Work the Way You Do

After installation, use /init, /task, or other commands as needed to adopt the LingXi workflow in your project.

Get Started GitHub