remember

Record methodology friction and process corrections into the SWARM vault.

4|Updated Feb 16, 2026
One-click install
npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill remember-swarm-ai-safety
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: remember
Source: https://github.com/swarm-ai-safety/swarm-artifacts/tree/main/.claude/skills/remember
Command: npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill remember-swarm-ai-safety

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of capturing and learning from operational friction, process corrections, and methodological insights within the SWARM vault, ensuring the system continuously improves.

Core Features & Use Cases

  • Methodology Capture: Records deviations from or improvements to operational procedures.
  • Friction Logging: Documents recurring issues, mistakes, or unexpected behaviors.
  • Correction Recording: Captures instances where the system's actions were incorrect and provides the right approach.
  • Discovery Documentation: Notes better ways to perform tasks or cross-link information.
  • Use Case: When a claim is incorrectly generated without proper run provenance, this skill can be used to log this process mistake, ensuring the SWARM vault learns to avoid it in the future.

Quick Start

Use the remember skill to capture that the system incorrectly assigned confidence without statistical backing.

Frequently Asked Questions about remember

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

FAQPage Schema
How do I log methodology friction and process corrections in a SWARM vault?

To log methodology friction in a SWARM vault, trigger the capture skill using specific phrases indicating a correction or friction. It records operational divergences and process mistakes, ensuring the system continuously learns and improves from the event.

Why capture operational learnings and process deviations during development?

Capturing operational learnings addresses rule zero by using methodology notes as the system's specification. Recording process deviations and corrections ensures continuous learning, preventing recurring mistakes like generating claims without proper run provenance.

When do I need to record a methodology correction for an operational divergence?

You need to record a methodology correction when the system's actions are incorrect or when a better approach is discovered. It triggers on specific phrases to document unexpected behaviors, process mistakes, and better ways to perform tasks.

Can I use this friction logging approach to document better ways to cross-link information?

Yes, you can use this methodology capture approach to document better ways to perform tasks or cross-link information. It specifically records discoveries of improved operational procedures and cross-links them within the SWARM vault.

What's the best way to ensure a system learns from incorrectly assigned confidence without statistical backing?

The best way to ensure learning from incorrectly assigned confidence is to log the process mistake using the capture skill. This records the correction, specifying that statistical backing is required, which updates the methodology notes.