instinct-export

Export confidence-weighted instinct memories to a portable YAML pack.

31|20|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/mycelium-hq/ai-brain-starter --skill instinct-export-mycelium-hq
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: instinct-export
Source: https://github.com/mycelium-hq/ai-brain-starter/tree/main/skills/instinct-export
Command: npx skills add https://github.com/mycelium-hq/ai-brain-starter --skill instinct-export-mycelium-hq

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml.

What problem does it solve?

Export this project's instinct library (confidence-weighted feedback_/discovery_ memories) to a portable YAML pack that another harness or teammate can import. Part of the Instinct Engine. Use to share or back up a curated instinct set. Do NOT use to read existing memories (that is /patterns).

Core Features & Use Cases

  • Share curated instincts across projects or teams with a portable YAML format.
  • Back up instinct data including confidence scores, domain, and source repository.
  • Migrate instincts between harnesses or environments with versioned, evidence-backed packs.

Quick Start

Run the export to generate a portable YAML pack of your instinct library.

Frequently Asked Questions about instinct-export

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I export project memories and instincts to a YAML file?

To export project memories to a YAML file, use this tool to package confidence-weighted feedback and discovery memories into a portable format. The output includes id, trigger, confidence, domain, source_repo, action, and evidence for each instinct.

What is the best way to share confidence-weighted instincts across teams?

The best way to share confidence-weighted instincts is exporting them to a portable YAML pack. This format allows other harnesses or teammates to import your curated instinct library, including effective confidence scores and supporting evidence.

Can I filter instinct exports by a confidence threshold?

Yes, you can filter instinct exports by applying confidence thresholds during the export process. This ensures only instincts meeting your specified effective confidence score are included in the output YAML pack.

Does the instinct export pack preserve source repository and evidence data?

Yes, the instinct export pack preserves source repository and evidence data. Each exported instinct entry includes id, trigger, confidence, domain, source_repo, action, and evidence to maintain full traceability across environments.

When should I not use an instinct export tool?

You should not use an instinct export tool to read existing memories or patterns. It is specifically designed for sharing or backing up curated instinct sets, not for querying or retrieving stored memory data.

Do I need pyyaml to generate a portable instinct backup?

Yes, you need pyyaml installed to generate a portable instinct backup. This dependency is required to serialize the confidence-weighted memory data into the structured YAML pack format.