Memory & Knowledge Agent Skills for Windsurf (legacy)

Install the BenAI Relay fork in an Obsidian vault as the foundation for a shared Team OS — replaces the official Relay (`system3-relay`)…

Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal…

Track and inspect graph changes, diffs, temporal updates, and the impact of new data on Semantica knowledge graphs.

Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph…

Generate, inspect, and use node/text embeddings in Semantica — compute Node2Vec embeddings, find similar nodes, score link predictions…

Explain Semantica reasoning, decision logic, and graph results with traceability, causal context, and human-readable rationale.

Export Semantica graphs, results, and provenance to JSON, RDF, Parquet, CSV, GraphML, and other formats.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.

Drive cognee from the terminal with cognee-cli — remember/recall/forget/improve memory commands, managing datasets and config, or database…

Use this skill when Zotero is the literature source of truth and the project KB should receive source notes under Sources/Papers plus…

You are retrieving facts from Tau Git Memory.

Global team and org memory powered by Activeloop.

Add a new knowledge domain to your existing system.

Publish a private guideline to a configured write-scope repo.

Search the vault using QMD semantic search.

Forces a memory_search before the agent sends a message containing a factual assertion that has not yet been grounded this turn.

Validate Semantica pipelines, extraction quality, graph schemas, and ontology consistency.

Install Acontext, Login & Init Acontext Project, Add Skill Memory to Agent.

Track daily activity logs and summaries for the user.

ALWAYS ACTIVE — Persistent memory protocol.

Challenge system assumptions against accumulated evidence.