生産性

agent-recall

Provides persistent, local memory for AI agents through MCP tools for session context, recall, corrections, decision tracking, cross-project insights, and journal consolidation.

★ 371 GitHub Stars
94 品質スコア
1 ファイル

このSkillについて

Persistent compounding memory for AI agents. 5 default MCP tools: session_start, session_end, remember, recall, check. Full surface (18 tools) available with --full flag. Two-verb model: inhale (session_start) and exhale (session_end). Correction-first memory with decision trail tracking, watch_for warnings, palace rooms with salience scoring, cross-project insight matching, same-day journal merging, ambient recall hooks. Local markdown only. Zero cloud, zero telemetry, Obsidian-compatible. Optional Supabase backend: when configured via `ar setup supabase`, recall() uses pgvector cosine similarity on OpenAI/Voyage embeddings instead of keyword search — same API, semantic understanding. Gracefully degrades to local search if not configured.

利用例

  • Load context at session start
  • Save session summaries and insights
  • Recall decisions and lessons
  • Track corrections and decision quality
  • Share relevant insights across projects

特徴

  • Five default MCP tools with an optional 18-tool full mode
  • Local Markdown storage compatible with Obsidian
  • Correction tracking with predictive watch_for warnings
  • Cross-project insight matching and salience-based palace rooms
  • Optional Supabase pgvector semantic search

必要要件

  • Node.js
  • npx
  • An MCP-compatible agent

対応Agent

Claude Code Codex Cursor GitHub Copilot Windsurf Roo Code Other

Skillファイル

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