Best agent memory skills, page 6

AI agent runtime and multi-agent orchestration platform. An agent skill from swarmclawai/swarmclaw.

swarmclawai/swarmclaw

Initialize, migrate, or repair the agent-neutral EchoesVault structure, portable runtime, and Codex/OpenCode/Claude adapters for the current project.

psinetron/echoes-vault-codex

Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.

ogham-mcp/ogham-mcp

Personal assistant workflow for durable memory, connected actions, decisions, planning and review.

CarlWangChina/zhigui-openclaw-ui-second-brain-skill

Search and recall memories from ourmem. An agent skill from ourmem/omem.

ourmem/omem

Set up and check Hindsight long-term memory for this Bot. An agent skill from vectorize-io/hindsight.

vectorize-io/hindsight

Keep the Memtrace index fresh while editing by watching a repo for live, incremental re-indexing.

syncable-dev/memtrace-public

Long-term and session memory across sessions. An agent skill from ntorga/agent-starter-kit.

ntorga/agent-starter-kit

Copies a memory the agent just saved into the shared evolve store with a retrieval trigger, so it can be shared across a team and audited like other entities.

AgentToolkit/altk-evolve

Saves the essential state of a coding session to memory.md at the end, restores it at the start of the next one, and keeps secrets out of the saved notes.

jsmastery-pro/jsm-agent-skill

Models people, organisations, devices, products and system components as entities in a Forgetful knowledge graph, then links memories and relationships to them.

ScottRBK/forgetful

Captures ACT NOW items and one session summary into Open Brain when a work session ends, as a behavioral protocol rather than a background hook.

NateBJones-Projects/OB1

Searches Mem0 memories from earlier Pi sessions in the repository and prints a short block of the relevant ones before work starts, read-only and silent when empty.

mem0ai/mem0

Searches Mem0 memories from earlier OpenCode sessions in the repository and prints a plain-text block of up to 10 relevant ones before a task begins.

mem0ai/mem0

Stores a fact, preference or lesson verbatim in Mem0 through /mem0-remember and files it under a category such as preferences, decisions or goals.

mem0ai/mem0

Runs a quick semantic search over Mem0 memories and shows compact one-line results, or looks up a single memory by its ID.

mem0ai/mem0

Deletes Mem0 memories found by search query or memory ID, listing the matches and requiring explicit confirmation before anything is removed.

mem0ai/mem0

Keeps plans, decisions, evidence and reviewer verdicts in small files so long multi-phase tasks survive context compaction and session resumes.

ZaxbyHub/opencode-swarm

Searches earlier agent sessions on this project by keyword and reads back a session's conversation, answering with quotes from what was actually said.

tma1-ai/tma1

Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents.

DemonDamon/AgenticX

Explains how to build agents with the Deep Agents framework: create_deep_agent, the built-in middleware, the harness, SKILL.md format and configuration options.

langchain-ai/langchain-skills

Explains how to query cognee agent memory with recall(): how the search type is chosen, how to narrow a query to datasets, and what the returned results contain.

topoteretes/cognee

Starts the cognee API server and web UI on your own machine, checks its health, connects the SDK or CLI to it and helps you pick between multi-tenant and single-user auth.

topoteretes/cognee

3-tier agent memory system with 5-level compaction tree. An agent skill from kevin-hs-sohn/hipocampus.

kevin-hs-sohn/hipocampus

Manage durable project memory for Claude Code. An agent skill from AlexAI-MCP/hermes-CCC.

AlexAI-MCP/hermes-CCC

Persistent long-term memory protocol powered by mem0. An agent skill from mem0ai/mem0.

mem0ai/mem0

Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem…

thedotmack/claude-mem

Give Claude a permanent, searchable long-term memory using an Obsidian vault as the store.

Ootto-AI/claude-content-skills

Semantic search over agent memory files. An agent skill from letta-ai/skills.

letta-ai/skills

Search reusable 1C code templates with the task text and adapt a fitting result.

comol/ai_rules_1c

Command reference for the omniroute CLI's memory, plugin, marketplace and skills commands: search and manage stored memory, install and scaffold plugins, and find skill packages.

diegosouzapw/OmniRoute

Deletes the Mem0 memories stored for this repository and user, after telling the user exactly what will be removed and getting their confirmation.

mem0ai/mem0

Reports whether Mem0 memory is working in a repository, covering capture state, scope, API key, event counts and doctor checks, and flags an invalid key plainly.

mem0ai/mem0

Session 对话单元的设计理念、上下文组装规则、memory / insight 槽位语义、单一 Session 模型与跨 Session 通信模型。

stello-agent/stello

Has the agent read a project wiki's AGENTS.md and pull the guidelines that fit the task it is about to start, instead of loading the wiki at session start.

AgentToolkit/altk-evolve

Explores the Forgetful memory graph in phases, walking memories, entities and relationships to answer cross-project and entity-centred questions.

ScottRBK/forgetful

Autonomous multi-session campaign agent. An agent skill from SethGammon/Citadel.

SethGammon/Citadel

Copies each Claude Code memory file write to Open Brain through an MCP tool so memories reach other AI clients and devices.

NateBJones-Projects/OB1

Explains how the agentmemory connect command wires the memory server into host coding agents, and how to fix an adapter that writes the wrong config path.

rohitg00/agentmemory

Describes the lifecycle hooks in the agentmemory Claude Code plugin that record observations automatically, and what to check when observations go missing.

rohitg00/agentmemory

Covers the HTTP REST endpoints of the agentmemory server, its primary interface, for hosts without MCP or when MCP is unavailable.

rohitg00/agentmemory

A skill your agent uses when accepted ChDRs are ready for promotion from drafts to project memory at docs/adlc/memory/chdr/ and the boot-facing chdr.md index needs regenerating.

tikalk/adlc-team-skills

Keeps a multi-step agent task on track with task_plan.md, findings.md and progress.md on disk, with session recovery and rules for logging errors and progress.

OthmanAdi/planning-with-files

Moves legacy NanoClaw and Claude-native memory files into the shared memory tree and standing-instruction files, group by group, with approval before any move.

nanocoai/nanoclaw

Routes an agent inside Cherry Studio to the right first-party tool or bundled runtime for local scripts, documents, memory, schedules, knowledge bases, MCP servers and more.

CherryHQ/cherry-studio

Zero-overhead cognitive long-term and episodic memory for AI agents (Mem0 drop-in and mcp-hyperspace-memory).

YARlabs/hyperspace-db

3-tier agent memory system with 5-level compaction tree. An agent skill from kevin-hs-sohn/hipocampus.

kevin-hs-sohn/hipocampus

Route Claude Code work by complexity, risk, and tool needs. An agent skill from AlexAI-MCP/hermes-CCC.

AlexAI-MCP/hermes-CCC