recall 是做什么的？
使用混合 BM25、向量和图搜索，在 agentmemory 中搜索过去的观察记录、会话和学习内容。当用户说“回忆”、“我们之前做过关于……的事吗”、“我们有没有……”、或者需要过去会话的上下文时使用。
使用混合 BM25、向量和图搜索，在 agentmemory 中搜索过去的观察记录、会话和学习内容。当用户说“回忆”、“我们之前做过关于……的事吗”、“我们有没有……”、或者需要过去会话的上下文时使用。
rohitg00/recall 是一个 AI 代理技能，它通过结合 BM25、向量和图搜索的混合方法来搜索 agentmemory 中的过往记录。该技能主要用于处理诸如“回忆”、“我们是否处理过……”等用户提示，以便从过去的会话中提取上下文。它适合在像 Claude Code、Cursor、Codex 这样的 AI 编码代理中使用，通过有效检索相关观察、会话和学习内容，为当前任务顺利提供历史背景，从而增强代理的记忆能力。该技能的工作原理是利用 agentmemory 存储的语义和历史关系，执行混合搜索，然后返回最相关的信息，帮助代理参考过去的互动和知识。
npx skills add https://github.com/rohitg00/agentmemory/tree/main/skills/recallInstalled? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
使用混合 BM25、向量和图搜索，在 agentmemory 中搜索过去的观察记录、会话和学习内容。当用户说“回忆”、“我们之前做过关于……的事吗”、“我们有没有……”、或者需要过去会话的上下文时使用。
This repo contains 7 individual skills — each has its own dedicated page.
Trace a file, function, or line back to the agent session that produced its current commit. Use when the user asks "why is this code here", "what was the agent doing when this changed", "who wrote this", or wants context on a specific location in the codebase.
List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked commits", or wants commits with their session context.
Delete specific observations or sessions from agentmemory. Use when user says "forget this", "delete memory", or wants to remove specific data for privacy.
Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up where I left off", or starts a session with no fresh context.
Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "today", "this week", or wants a rollup of recent work.
Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't forget", or wants to preserve knowledge for future sessions.
Show what happened in recent past sessions on this project as a clean timeline. Use when the user asks "what did we do last time", "session history", "past sessions", or wants an overview of previous work.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.