kv-storage
SolidUse the swarm KV store (Redis-like, namespaced) for cross-task / cross-session / per-page state. Auto-scoped to your context (Slack thread / PR / Linear issue / agent / page). Use for counters, cursors, page state. Do NOT use for secrets (`swarm_config`), embedded knowledge (`memory`), or files (`agent-fs`).
Install
Quality Score: 89/100
Skill Content
Details
- Author
- desplega-ai
- Repository
- desplega-ai/agent-swarm
- Created
- 5 months ago
- Last Updated
- today
- Language
- TypeScript
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
swarmvault
Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, context-pack, task-ledger, retrieval, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.
kg-core
Knowledge Graph — persistent memory, your twin across sessions. Treat it as primary context before reaching for any other tool. Session start: if kg_read hasn't been called yet, call it before any task work. kg_read(cwd="<project root>") Output has two sections — USER GRAPH and PROJECT GRAPH. On large graphs the result may start with <persisted-output> and show only a preview; the full output is saved to the file path shown — read it with the Read tool to get the complete picture including session_id. Announce "I have recalled KG Memories" once both sections have been read. Connection refused means the server is down — let the user know: `kg-memory start` will bring it back. If kg-memory isn't found, the install script hasn't been run yet: knowledge-graph/install_command.sh registers both kg-memory and kg-visual. Before searching files, docs, or the web — check what's already known. The graph often has the answer, and reading from memory is faster than rediscovering. Writes during conversation are cheap (cont
knowledge-ops
Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.
vllm-caching
vLLM tiered KV cache configuration for production H100/H200 clusters. Native CPU offload, LMCache (CPU+NVMe+GDS), NixlConnector (disaggregated prefill), MooncakeConnector (RDMA), MultiConnector composition. Version gates, sizing math (flag total across TP, not per-GPU — opposite of SGLang), KV-vs-weights offload distinction operators most often get wrong.
vault-operations
Operational knowledge for working with /home/user/Vault/ - the persistent user-curated note store. Layout, who-writes-where, wikilink convention, hard rules. Invoked when the agent touches vault files or the user references vault contents.