Topic · Agent Workflows
Best agent memory skills for Claude Code, Codex and other agents.
- skills
- 507
- official
- 24
Agent memory skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations. | mem0ai/ | 67k | 1 repo | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Walks you through creating, installing and verifying a custom claude-mem mode, including note types, tags and optional Telegram alerts for chosen memories. | thedotmack/ | 97k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Writes a narrative Journey Into report on a project's whole development history, built from the timeline that claude-mem has recorded. | thedotmack/ | 97k | 1 repo | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j. | topoteretes/ | 32k | 1 repo | ~901 | Automated safety check: Notes | Apache-2.0 | today |
| 5 | Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session. | KKKKhazix/ | 21k | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 6 | Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction. | gastownhall/ | 28k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 7 | Saves and recalls markdown notes between agent sessions with the agent-carnet CLI, tracking which notes proved useful so stale ones expire and good ones stay. | yamadashy/ | 29k | — | ~1.2k | Automated safety check: Pass | MIT | 4 days ago |
| 8 | Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI. | MemPalace/ | 59k | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 9 | Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills. | cursor/ | 10k | 5 repos | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 10 | Records one solved and verified problem as a durable learning in the repository, but only when the reasoning is not already clear from the final code, tests or docs. | EveryInc/ | 25k | — | ~2k | Automated safety check: Pass | MIT | today |
| 11 | Searches past Claude Code, Codex and Cursor sessions and summarizes what was worked on, tried or decided, using extraction scripts instead of reading raw logs. | slopus/ | 24k | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 12 | Adds, searches, lists, updates and deletes memories on the Mem0 platform from the terminal with the mem0 command, including a JSON mode built for agents. | mem0ai/ | 67k | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 13 | Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization. | MemPalace/ | 59k | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 14 | Audits a repo's stored learnings against the current codebase, fixes stale, overlapping or superseded docs and reports on every document. | EveryInc/ | 25k | — | ~2k | Automated safety check: Pass | MIT | today |
| 15 | Connects Claude Code to Memori Cloud for long-term memory, recalling stored context before substantive replies and saving new context afterward. | MemoriLabs/ | 17k | — | ~2k | Automated safety check: Notes | Unknown | 4 days ago |
| 16 | Runs an on-demand or nightly sleep cycle that reviews past Claude Code sessions and proposes validated updates to CLAUDE.md and skills. | microsoft/ | 18k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 17 | Sets up and troubleshoots a local agentmemory install, covering the MCP connection, environment variables, ports, authentication and optional feature flags. | rohitg00/ | 29k | — | ~1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 18 | Finds every CLAUDE.md file in a repository, scores each against quality criteria, shows a report, then makes targeted updates after you approve. | anthropics/ | 37k | 5 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Adds persistent memory to Vercel AI SDK apps with the Mem0 provider, using a wrapped model or standalone retrieve and store utilities. | mem0ai/ | 67k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 20 | 20.Create Agent Create a new Hindsight-powered subagent with long-term memory. | vectorize-io/ | 46k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 21 | 21.Install memU Installs or uninstalls memU memory for whichever agent is running it, by identifying the host and following that host's packaged guide to wire the record and inject seams. | NevaMind-AI/ | 15k | — | ~1.9k | Automated safety check: Warn | Apache-2.0 | 6 days ago |
| 22 | Makes the agent search the user's MemPalace memory before answering about past work, people, projects or earlier decisions. | MemPalace/ | 59k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 23 | Finds, reads and reconstructs past coding-agent sessions across Codex, Claude, OpenCode, Senpi and many other local agent logs. | code-yeongyu/ | 70k | — | ~2.8k | Automated safety check: Pass | Unknown | today |
| 24 | Runs a nightly or on-demand sleep cycle for a local Codex agent: review past sessions, replay recurring tasks and stage validated skill and memory edits for adoption. | microsoft/ | 18k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 25 | Drives cognee from the terminal with remember, recall, forget and improve memory commands, dataset and config management and database migrations. | topoteretes/ | 32k | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | today |
| 26 | Traces a file, function or line back to the agent session behind its current commit, using git blame and a memory lookup, and reports only what the records show. | rohitg00/ | 29k | — | ~522 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | Files a GSD phase artifact into MemPalace and mirrors its decision facts into the temporal knowledge graph, as a best-effort step that never blocks a phase. | open-gsd/ | 10k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | today |
| 28 | Use this when setting up claude-mem on Grok Bot: local worker plus CMEM Pro observer (default), optional host-login observer, or remote cmem.ai. No… | thedotmack/ | 97k | — | ~440 | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Walks through adding a new persisted memory kind to EverOS: choose storage among Markdown, SQLite and LanceDB, pick a Markdown strategy, then wire schemas, repos and writers. | EverMind-AI/ | 13k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | 30.Ontology Typed knowledge graph for structured agent memory and composable skills. | 1mancompany/ | 438 | 2 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 31 | Stores, searches, and retrieves successful patterns with HNSW-indexed semantic search so agents can reuse past solutions instead of relearning them. | ruvnet/ | 74k | 2 repos | ~830 | Automated safety check: Pass | MIT | today |
| 32 | Mines recurring tasks from recent local Cursor sessions, replays them to test bounded skill edits, and stages validated improvements to a project Cursor skill for review. | microsoft/ | 18k | — | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 33 | Guide to using and contributing cognee community packages: database adapters, data-source connectors, custom tasks and retrievers, and Keywords AI observability. | topoteretes/ | 32k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | Adds structured long-term memory to OpenClaw agents, built automatically from sessions, with tools the agent calls to recall facts, summaries and decisions. | MemoriLabs/ | 17k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 35 | Finds and deletes specific mem0 memories by search query or ID, always asking for confirmation first, and can undo the most recent memories added this session. | mem0ai/ | 67k | — | ~664 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | Lists recent git commits linked to agent sessions, filterable by branch, repository or a result limit, showing the session id and observation count behind each one. | rohitg00/ | 29k | — | ~524 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Backup and restore all OpenClaw configuration, agent memory, skills, and workspace data. | LeoYeAI/ | 659 | — | ~1.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 38 | 38.Qmd Search the vault using QMD semantic search. An agent skill from breferrari/obsidian-mind. | breferrari/ | 4.9k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 39 | Recalls earlier decisions, patterns and surprises from MemPalace memory before planning, behind a config gate that never blocks the planning step. | open-gsd/ | 10k | 1 repo | ~1.5k | Automated safety check: Notes | MIT | today |
| 40 | Checks claude-mem cloud sync status and guides you through connecting a cmem.ai Pro account without the sync token ever passing through the chat. | thedotmack/ | 97k | — | ~1k | Automated safety check: Notes | Apache-2.0 | today |
| 41 | Searches this machine's own history of past AI coding sessions across every tool used on it, before work is redone or something is denied. | vshulcz/ | 1.1k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 42 | Guides a conversational migration from an OpenClaw install to NanoClaw v2, carrying over identity, channel credentials, scheduled tasks and workspace files. | nanocoai/ | 31k | — | ~6k | Automated safety check: Notes | MIT | yesterday |
| 43 | Runs a usage-driven self-improvement cycle for the dsh agent: harvest past sessions, mine recurring tasks, replay them and stage validated skill edits. | microsoft/ | 18k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 44 | Defines the shape of cognee's knowledge graph with graph_model: DataPoint node classes, identity and index fields, typed edges and fixes for duplicated nodes. | topoteretes/ | 32k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Teaches an MCP-connected agent when and how to call Memori's recall, summary, compaction, augmentation, feedback and quota tools to keep context across sessions. | MemoriLabs/ | 17k | — | ~3.8k | Automated safety check: Pass | MIT | 4 days ago |
| 46 | Saves a fact, decision or preference the user states into mem0 as written, labeled with a memory type such as decision, convention or user_preference. | mem0ai/ | 67k | — | ~560 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | 47.Ourmem Shared memory that never forgets. An agent skill from ourmem/omem. | ourmem/ | 174 | 1 repo | ~3.4k | Automated safety check: Pass | Unknown | 4 mo ago |
| 48 | Turn recorded agent sessions (Beacon traces from Claude Code, Cursor, Codex, OpenCode, and other harnesses) into reviewed, reusable project memory. | Asymptote-Labs/ | 1.8k | — | ~3k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best agent memory skill?
Mem0 Platform SDK from mem0ai/mem0 ranks first of the 507 agent memory skills listed here, with the highest score: its repository has 67k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings. Next come Custom Mode Creator for claude-mem and Project Timeline Report.
Which agent memory skills are official?
24 of the 507 agent memory skills are official, published by the vendor's own GitHub organization: Reflect on Session Learnings, SkillOpt Sleep Cycle, CLAUDE.md Improver, SkillOpt-Sleep Self-Improvement Cycle, SkillOpt-Sleep for Cursor and 19 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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