AI agent skill · by @screenpipe

Screenpipe Durable Learning

Turn a verified correction or repeated workflow into a reusable local learning.

Archived 2026-10-23 · Source updated 2026-09-19. Check the original repository for the latest version.

SKILL.md instructions

# durable learning

Verify the original request, correction, and result. Treat assistant success claims as claims until checked. Search existing skills before proposing a new one.
Save a concise reusable method, not a transcript, private identity, credential, or temporary task state. Include when to use it, steps, validation, and a stop condition.
Use skill_manage when available. Read first, preserve user/imported skills, and use the current hash for an agent-owned patch. Creating a skill requires the user’s explicit request or an enabled task whose stated scope authorizes it. No new permissions, outbound actions, or recursive agents.
A no-change result is valid. Assess the next relevant use before claiming improvement.