Evolution Engine Free | Agent Skills Atlas

About this skill

面向 AI Agent 的基础自我进化引擎,提供纠错学习与反污染防线两大核心能力. 用户明确纠正时记录到纠错日志,召回时优先注入,避免重复犯错. 反污染防线确保永不从沉默推断偏好,单次纠错不晋升永久规则. 基础分层记忆架构(热层加纠错层)降低 token 消耗. 适用于 AI 编程助手避免重复犯错、个人项目经验沉淀等轻量场景. 本免费版覆盖单 Agent 纠错学习需求,不含进化指标度量、命名空间隔离等高级能力.

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Original listing metadata

Original name

evolution-engine-free

Original description

面向 AI Agent 的基础自我进化引擎，提供纠错学习与反污染防线两大核心能力. 用户明确纠正时记录到纠错日志，召回时优先注入，避免重复犯错. 反污染防线确保永不从沉默推断偏好，单次纠错不晋升永久规则. 基础分层记忆架构（热层加纠错层）降低 token 消耗. 适用于 AI 编程助手避免重复犯错、个人项目经验沉淀等轻量场景. 本免费版覆盖单 Agent 纠错学习需求，不含进化指标度量、命名空间隔离等高级能力.

About this listing

Category: General
Reported license: Not specified
Listing language (estimated): Chinese
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.