MCP servers and skills: search, filter by where they run, and compare.
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Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillApache-2.0★ 256 in collectionNo key
Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP
OfficialSkillApache-2.0★ 31No key
Measure Jetson DRAM/NvMap usage and verify before/after memory reclamation with live audit data.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixe
OfficialSkillApache-2.0★ 3.6k in collectionNo key
OfficialSkillMIT-0★ 3No key
Durable, searchable memory of your past agent sessions.
OfficialSkillApache-2.0★ 585No key
Pick the serving stack and per-runtime memory flags (vLLM, SGLang, llama.cpp, TensorRT Edge-LLM) for an LLM/VLM workload on any NVIDIA Jetson.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.
OfficialSkillMIT★ 40k in collectionNo key
Three-tier agent memory model (hot/cold/wiki) for context reduction per spawn
OfficialSkillMIT★ 5.4k in collectionNo key
Persistent memory for agents as a local knowledge graph of entities, relations and observations.
OfficialNode.jsMIT AND Apache-2.0No key
Plan and apply safe Jetson headless-mode changes to reclaim GUI and daemon memory.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or
OfficialSkillMIT★ 40k in collectionNo key
Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead or complex code, or han
OfficialSkillMIT★ 40k in collectionNo key
Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session whe
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute. Use for activation memory OOMs or regressions involving recompute_g
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Reclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB. Use for headless or no-camera Jetson deployments; not for CPU/GPU frequency tuning.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Read-only Jetson health snapshot for identity, memory, GPU, thermal, power, storage, services, and top processes.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
INVOKE THIS SKILL when your Deep Agent needs memory, persistence, or filesystem access. Covers StateBackend (ephemeral), StoreBackend (persistent), FilesystemMiddleware, and CompositeBackend for routi
OfficialSkillMIT★ 1.3k in collectionNo key
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic s
OfficialSkillApache-2.0★ 40k in collectionNo key
Use when a native app, service, or user-mode driver host allocation fails; distinguish VA exhaustion, fragmentation, and commit pressure. Not for managed .NET heap growth, proving a leak from one snap
OfficialSkillMIT★ 469 in collectionNo key
mongodb-memory-server (MMS) version pinning via the pnpm catalog, mandatory vitest timeouts, and the new-package checklist.
OfficialRuleApache-2.0★ 415 in collectionNo key
Context Intelligence bundle for the Amplifier project
OfficialSkillMIT★ 5No key
INVOKE THIS SKILL when building, testing, or deploying Managed Deep Agents in LangSmith. Walks a user through their first agent end to end — interviewing them about what they want to build, mapping it
OfficialSkillMIT★ 1.3k in collectionNo key
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