screenpipe-durable-learning
GitHub将已验证的修正或重复工作流转化为可复用的本地技能，通过skill_manage管理，确保包含使用场景、步骤及验证条件，避免冗余和权限滥用。
Trigger Scenarios
Install
npx skills add screenpipe/screenpipe --skill screenpipe-durable-learning -g -y
SKILL.md
Frontmatter
{
"name": "screenpipe-durable-learning",
"description": "Turn a verified correction or repeated workflow into a reusable local learning."
}
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.
Version History
- b775a9b Current 2026-09-22 23:50
