agentdb-memory
claudeEpisodic replay (Reflexion) + skill library. /remember and /recall slash commands; agentdb-curator agent for nightly consolidation; aidefence prompt-injection screening of memory writes.
4 skills · 2 commands · 1 agent
Causal graph + hierarchical memory. /link and /explain-link slash commands; agentdb-investigator agent for root-cause traversal.
Plugin agentdb-causal from marketplace agentdb in ruvnet/agentdb. Commands read from the repo's manifest — yesterday.
agentdb-causal-explainWalk the causal graph in AgentDB to explain why two memories are connected, or trace a root cause. Use when the user asks "why did X happen", "what led to Y", or after an incident.
agentdb-causal-linkRecord a causal relationship between two memories in AgentDB — "X caused Y", "A supersedes B", "patch-foo depends-on patch-bar". Use when the user is documenting cause/effect, dependencies, supersessions, or after-action analysis.
agentdb-hierarchical-storeStore memories in tier-aware hierarchical memory — working / short-term / long-term — and recall with tier filters. Use for working-set context that should fade, vs facts that should persist, vs patterns that should be searchable forever.
/agentdb-causal:explain-linkExplain why a memory is what it is — walks AgentDB's causal graph backwards to surface the chain that led to it.
/agentdb-causal:linkRecord a causal link between two memories — A causes B, A supersedes B, A depends on B.
agentdb-investigatorCausal investigator agent for AgentDB. Given a target (a failed test, a regression, an incident, a question), walks the causal graph to produce a root-cause-shaped report with evidence quality grading. Use when the user wants a "postmortem", "root cause analysis", or asks "why did X actually happen?
Episodic replay (Reflexion) + skill library. /remember and /recall slash commands; agentdb-curator agent for nightly consolidation; aidefence prompt-injection screening of memory writes.
4 skills · 2 commands · 1 agent
AgentDB's own standalone MCP server (npx agentdb mcp start, pinned to the plugin version) with a memory specialist agent, vector-memory, reflexion-learning and setup-diagnostics skills, /agentdb-status, and a mod that keeps secrets out of memory and refuses destructive admin tools unless enabled. Supplies the agentdb server the other agentdb-* plugins call. Distinct from ruflo-agentdb, which bridges AgentDB through ruflo's MCP server.
3 skills · 1 command · 1 agent · 1 MCP server
Graph queries — Cypher execution, k-hop traversal, hyperedge search, plus exact min cut (@ruvector/mincut-wasm) and Personalized PageRank sparsification (@ruvector/graph-transformer).
4 skills · 1 command
RL + Thompson Sampling bandit. 9 algorithms (Q-Learning, PPO, MCTS, etc.); /learn-task and /route-task slash commands.
3 skills · 2 commands
Advanced retrieval — MMR diversity rerank, explainable recall, metadata filters, hybrid (BM25 + dense) search, and the opt-in RaBitQ quantized index (@ruvector/rabitq-wasm).
4 skills · 1 command
Foundation plugin — pattern store, search, stats. Surfaces agentdb_pattern_store, agentdb_pattern_search, agentdb_pattern_stats.
2 skills · 1 command
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Agentic browser automation with Playwright for testing, scraping, and UI interaction
10 skills · 1 command · 1 agent
Code intelligence powered by a knowledge graph. Provides execution flow tracing, blast radius analysis, and augmented search across your codebase.
12 skills · 1 MCP server · hooks
Forge-focused skills and MCP configuration for Atlassian Forge: scaffold and deploy apps (forge create, templates, dev spaces), build Teamwork Graph connectors for Rovo Search/Rovo Chat, pre-deploy review, systematic debugging, plus Forge docs and Atlassian Design System lookups via MCP.
6 skills · 2 MCP servers
Provision direct cloud access (Vertex AI, Bedrock, or LLM gateway) for the Claude Microsoft 365 add-in. Generates the customized manifest, walks through Azure admin consent, and writes per-user config via Graph extension attributes.
1 skill · 9 commands
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