Memori Long-Term Memory
MemoriLabs/Memori
Connects Claude Code to Memori Cloud for long-term memory, recalling stored context before substantive replies and saving new context afterward.
Implement persistent memory patterns for AI agents using AgentDB.
Install Agentdb Memory Patterns
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agentdb-memory-patterns --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .claude/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .claude/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patternsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agentdb-memory-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .agents/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .agents/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agentdb-memory-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .cursor/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .cursor/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/ruvnet/agentdb-memory-patterns--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agentdb-memory-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .gemini/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .gemini/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace agentdb-memory-patternsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .github/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .github/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace agentdb-memory-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ruvnet/agentdb-memory-patterns .opencode/skills/agentdb-memory-patterns && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agentdb-memory-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/agentdb-memory-patterns into .opencode/skills/agentdb-memory-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentdb-memory-patterns", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
agentdb-memory-patterns- GitHub stars
- 430
- Used in
- 7 other repos
- Token cost
- ~2.2k tokens
- SKILL.md length
- 308 words
- Files
- 2
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Implement persistent memory patterns for AI agents using AgentDB.
- Works in 3 steps: Session Memory → Long-Term Memory → Pattern Learning
- Building stateful agents
- SKILL.md covers What This Skill Does, Prerequisites, Quick Start with CLI and Quick Start with API, plus 9 more sections
- Calls npx and claude
What it does
Agentdb Memory Patterns is an agent skill from aiskillstore/marketplace. Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Agent Workflows, covering Agent memory and Context engineering. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Building stateful agents
- Intelligent assistants
Example prompts
- “/agentdb-memory-patterns”
Requirements
- Node.js
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Session Memory
- Long-Term Memory
- Pattern Learning
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npxclaude
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.comagentdb.ruv.io
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agentdb Memory Patterns loads about 2.2k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 308 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 308 words (~2,172 tokens).
“Provides memory management patterns for AI agents using AgentDB's persistent storage and ReasoningBank integration. Enables agents to remember conversations, learn from interactions, and maintain context across sessions.”
- name
- agentdb-memory-patterns
Files
SKILL.md and 1 other file in skills/ruvnet/agentdb-memory-patterns of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 11 other repositories
We found 22 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- ruvnet/agentic-flow.claude/skills/agentdb-memory-patterns
- ruvnet/midstream.claude/skills/agentdb-memory-patterns
- ruvnet/RuView.claude/skills/agentdb-memory-patterns
- ruvnet/marketing.claude/skills/agentdb-memory-patterns
- spencermarx/open-code-review.claude/skills/agentdb-memory-patterns
- euaziel/-WiFi-CSI-Human-Pose-Detection-V2.claude/skills/agentdb-memory-patterns
- ruvnet/ruflo.agents/skills/agentdb-memory-patterns.claude/skills/agentdb-memory-patterns+1 more
- proffesor-for-testing/agentic-qe.claude/skills/agentdb-memory-patterns.agents/skills/ruflo/.agents/skills/agentdb-memory-patterns+1 more
- Microck/ordinary-claude-skillsskills_all/agentdb-memory-patternsskills_categorized/data-engineering/agentdb-memory-patterns+1 more
- majiayu000/claude-skill-registryskills/ai-llm/agentdb-memory-patterns-ruvnet-rufloskills/ai-llm/agentdb-memory-patterns-ruvnet-ruflo-4+1 more
- henryalouf/ruflow.agents/skills/agentdb-memory-patterns.claude/skills/agentdb-memory-patterns+1 more
Compare with similar skills
Agentdb Memory Patterns next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agentdb Memory Patterns this skillaiskillstore/marketplace | 430 | 7 repos | ~2.2k | Automated safety check: Pass | None | |
| Memori Long-Term MemoryMemoriLabs/Memori | 17k | — | ~2k | Automated safety check: Notes | Custom licence | |
| Memori Long-Term MemoryMemoriLabs/Memori | 17k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Recall for Planningopen-gsd/gsd-core | 10k | 1 repos | ~1.5k | Automated safety check: Notes | MIT | |
| Planning with FilesOthmanAdi/planning-with-files | 27k | — | ~2.9k | Automated safety check: Pass | MIT | |
| User Thoughts Memorysickn33/agentic-awesome-skills | 47k | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
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MemPalace Recall for Planning
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Planning with Files
OthmanAdi/planning-with-files
Keeps a task plan, findings and progress log in markdown files on disk so long agent tasks survive context resets, with Gemini hooks and helper scripts.
User Thoughts Memory
sickn33/agentic-awesome-skills
Saves a user's project decisions, rules and preferences into a project-local mdbase so later sessions and other agents can recover the intent.
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Related
Categories
Questions about Agentdb Memory Patterns
What does Agentdb Memory Patterns do?
Implement persistent memory patterns for AI agents using AgentDB. Agentdb Memory Patterns is an agent skill from aiskillstore/marketplace. Implement persistent memory patterns for AI agents using AgentDB.
When should I use Agentdb Memory Patterns?
Agentdb Memory Patterns fits situations like: building stateful agents; intelligent assistants.
How do I install Agentdb Memory Patterns in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a claude-code`. Or copy the skill folder (skills/ruvnet/agentdb-memory-patterns in aiskillstore/marketplace) into .claude/skills/agentdb-memory-patterns in your project. Claude Code loads it when a task matches its description.
How do I install Agentdb Memory Patterns in Codex?
Run `npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a codex`. Or copy the skill folder (skills/ruvnet/agentdb-memory-patterns in aiskillstore/marketplace) into .agents/skills/agentdb-memory-patterns in your project. Codex loads it when a task matches its description.
Can I use Agentdb Memory Patterns in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill agentdb-memory-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentdb-memory-patterns, .gemini/skills/agentdb-memory-patterns, .github/skills/agentdb-memory-patterns and .opencode/skills/agentdb-memory-patterns in your project.
What does Agentdb Memory Patterns need to run?
Going by SKILL.md and its folder, Agentdb Memory Patterns needs the command-line tools its instructions call (npx and claude). Our summary lists: Node.js.
Does Agentdb Memory Patterns access the network?
SKILL.md names 2 domains. As links in the text: github.com and agentdb.ruv.io. This is read from the text; nothing was executed.
Is Agentdb Memory Patterns safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Agentdb Memory Patterns use?
No licence was found for Agentdb Memory Patterns or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agentdb Memory Patterns use?
About 2.2k tokens (SKILL.md is roughly 8.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Agentdb Memory Patterns?
Skills that share tags, products or a category with Agentdb Memory Patterns: Memori Long-Term Memory (MemoriLabs/Memori, 17k stars), Memori Long-Term Memory (MemoriLabs/Memori, 17k stars), MemPalace Recall for Planning (open-gsd/gsd-core, 10k stars) and Planning with Files (OthmanAdi/planning-with-files, 27k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agentdb Memory Patterns?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.