memos-cloud-developer/SKILL.md
指导开发者接入与使用 MemOS Cloud API/SDK,覆盖记忆写入、记忆检索、对话、反馈、删除及知识库等特性的安装、鉴权、接口调用与问题诊断。当用户需要在 AI 应用或 Agent 中集成长期记忆能力、使用 MemOS Cloud 进行开发时使用。
npx skillsauth add memtensor/memos-cloud-skill memos-cloud-developerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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本 Skill 需要配合 Cursor、Trae、Trae-CN、Claude Code、Codex、OpenClaw、Hermes、Antigravity 等工具使用。
本 Skill 旨在帮助开发者快速接入和使用 MemOS Cloud 平台的 API/SDK,为 AI 应用和 Agent 添加长期记忆能力。
调用本 Skill 处理 MemOS 相关需求时,先执行本 Skill 安装路径下的 scripts/upgrade.py 更新本地 resources 目录中的资源文件,再读取导引文档。
处理与本 Skill 相关的任何请求时,按以下顺序执行:
scripts/upgrade.py,同步最新资源文件到 resources/。resources/index.md。resources/index.md 中的导航进入对应的 API 参考、功能特性或常见问题文档。所有文档导引统一收敛在 resources/index.md。
resources/index.md 已汇总以下内容:
tools
External long-term memory and knowledge base backed by the MemOS Cloud API. Capabilities — search prior memory, add conversation messages, delete or correct memories via feedback, retrieve a consolidated user profile (facts, preferences, tool history), and manage knowledge bases and their documents. Use proactively on every user turn (search memory before answering and persist the exchange after), and whenever the user references past context, their identity, preferences, or history, or asks to remember, recall, modify, forget, or correct something (e.g., "who am I", "what do I like", "remember that...", "forget X", "you got it wrong"). Also use when uploading, listing, or deleting knowledge base files.
development
Maintainer-only workflow for handling GitHub Secret Scanning alerts on OpenClaw. Use when Codex needs to triage, redact, clean up, and resolve secret leakage found in issue comments, issue bodies, PR comments, or other GitHub content.
development
Maintainer workflow for OpenClaw releases, prereleases, changelog release notes, and publish validation. Use when Codex needs to prepare or verify stable or beta release steps, align version naming, assemble release notes, check release auth requirements, or validate publish-time commands and artifacts.
development
Run, watch, debug, and extend OpenClaw QA testing with qa-lab and qa-channel. Use when Codex needs to execute the repo-backed QA suite, inspect live QA artifacts, debug failing scenarios, add new QA scenarios, or explain the OpenClaw QA workflow. Prefer the live OpenAI lane with regular openai/gpt-5.4 in fast mode; do not use gpt-5.4-pro or gpt-5.4-mini unless the user explicitly overrides that policy.