القائمة
Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
استنادا إلى تصنيف SOC المهني
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/ruvnet/ruflo --skill memory-bridgeيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
عرض SKILL.md
| name | memory-bridge |
| description | Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search |
| argument-hint | [--all-projects] [--dedupe] |
| allowed-tools | Bash Read mcp__plugin_ruflo-core_ruflo__memory_import_claude mcp__plugin_ruflo-core_ruflo__memory_bridge_status mcp__plugin_ruflo-core_ruflo__memory_search_unified |
Import Claude Code's native auto-memory files into AgentDB for semantic search across sessions and projects.
Claude Code stores memories as markdown files in ~/.claude/projects/*/memory/*.md. This bridge:
claude-memories namespace with HNSW indexingCheck bridge health:
mcp__plugin_ruflo-core_ruflo__memory_bridge_status({})
Verify: Claude files count, AgentDB entries, SONA state, connection status.
Import memories:
mcp__plugin_ruflo-core_ruflo__memory_import_claude({})mcp__plugin_ruflo-core_ruflo__memory_import_claude({ allProjects: true })CLI alternative:
node .claude/helpers/auto-memory-hook.mjs import-all
Verify import:
mcp__plugin_ruflo-core_ruflo__memory_bridge_status({})
Confirm entry counts match expected file counts.
Deduplicate (if --dedupe): Search for near-duplicate entries (cosine > 0.95) and merge them, keeping the most recent version.
Test unified search:
mcp__plugin_ruflo-core_ruflo__memory_search_unified({ query: "test query", limit: 3 })
Results include source attribution: claude-code, auto-memory, or agentdb.
The bridge runs automatically on session-start via the SessionStart hook. Manual invocation is only needed for:
When ruflo-ruvector is loaded, bridged memories are also indexed by ruvector for:
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
Claims-based authorization for agents and operations. Grant, revoke, and verify permissions for secure multi-agent coordination. Use when: permission management, access control, secure operations, authorization checks. Skip when: open access, no security requirements, single-agent local work.
Coordinate with the open ruflo swarm federation at x.ruv.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance. Use when: seeing who is online across the internet, reading/assigning work, checking or issuing claims across hosts, onboarding a new node or user, opening a public or private coordination channel, or deciding what the swarm should do next. Skip when: single-host local work with no other nodes.