Agenticx Memory Architect
DemonDamon/AgenticX
Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents.
Memory is the cornerstone of intelligent agents. An agent skill from aiskillstore/marketplace.
Install Agent Memory Systems
$ npx skills add aiskillstore/marketplace --skill agent-memory-systems -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agent-memory-systems --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/sickn33/agent-memory-systems .claude/skills/agent-memory-systems && 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 "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .claude/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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/sickn33/agent-memory-systemsType 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 agent-memory-systems -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agent-memory-systems --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/sickn33/agent-memory-systems .agents/skills/agent-memory-systems && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .agents/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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 agent-memory-systems -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agent-memory-systems --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/sickn33/agent-memory-systems .cursor/skills/agent-memory-systems && 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 "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .cursor/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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/sickn33/agent-memory-systems--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 agent-memory-systems -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agent-memory-systems --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/sickn33/agent-memory-systems .gemini/skills/agent-memory-systems && 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 "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .gemini/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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 agent-memory-systemsInstalls 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 agent-memory-systems -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/sickn33/agent-memory-systems .github/skills/agent-memory-systems && 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 "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .github/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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 agent-memory-systems -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 agent-memory-systems --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/sickn33/agent-memory-systems .opencode/skills/agent-memory-systems && 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 "agent-memory-systems" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-memory-systems into .opencode/skills/agent-memory-systems/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-memory-systems", 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
agent-memory-systems- GitHub stars
- 430
- Used in
- 3 other repos
- Token cost
- ~7.8k tokens
- SKILL.md length
- 2,947 words
- Files
- 2
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Memory is the cornerstone of intelligent agents. An agent skill from aiskillstore/marketplace.
- Works in 3 steps: Semantic Memory: Facts and knowledge → Episodic Memory: Experiences and events → Procedural Memory: How to do things
- Tasks that involve Agent memory
- SKILL.md covers Principles, Capabilities, Scope and Tooling, plus 8 more sections
- Needs PINECONE_API_KEY
What it does
Agent Memory Systems is an agent skill from aiskillstore/marketplace. Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.
Its SKILL.md is about 7.8k 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, Vector databases and Context engineering. It works with Qdrant. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Agent memory
- Tasks that involve Vector databases
- Tasks that involve Context engineering
Example prompts
- “/agent-memory-systems”
Requirements
- A credential in PINECONE_API_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Semantic Memory: Facts and knowledge
- Episodic Memory: Experiences and events
- Procedural Memory: How to do things
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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
PINECONE_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agent Memory Systems loads about 7.8k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 2,947 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 2,947 words (~7,795 tokens).
“Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.”
- name
- agent-memory-systems
- risk
- safe
- source
- vibeship-spawner-skills (Apache 2.0)
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/agent-memory-systems of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 3 other repositories
We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/agent-memory-systemsplugins/agentic-awesome-skills/skills/agent-memory-systems+2 more
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/agent-memory-systemsantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/agent-memory-systems+2 more
- henryalouf/ruflow.agents/skills/agent-memory-systemssrc/antigravity-awesome-skills/plugins/antigravity-awesome-skills/skills/agent-memory-systems+1 more
Compare with similar skills
Agent Memory Systems 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 |
|---|---|---|---|---|---|---|
| Agent Memory Systems this skillaiskillstore/marketplace | 430 | 3 repos | ~7.8k | Automated safety check: Pass | None | |
| Agenticx Memory ArchitectDemonDamon/AgenticX | 279 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Cortex Mem MCPsopaco/cortex-mem | 312 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Agent Memory Systemsomer-metin/skills-for-antigravity | 162 | — | ~731 | Automated safety check: Pass | Apache-2.0 | |
| Agent Memory Systemsdavila7/claude-code-templates | 32k | 2 repos | ~577 | Automated safety check: Pass | MIT | |
| Cognee Community Packagestopoteretes/cognee | 32k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 |
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Memory is the cornerstone of intelligent agents. An agent skill from davila7/claude-code-templates.
Cognee Community Packages
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Guide to using and contributing cognee community packages: database adapters, data-source connectors, custom tasks and retrievers, and Keywords AI observability.
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Related
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Questions about Agent Memory Systems
What does Agent Memory Systems do?
Memory is the cornerstone of intelligent agents. An agent skill from aiskillstore/marketplace. Agent Memory Systems is an agent skill from aiskillstore/marketplace. Memory is the cornerstone of intelligent agents.
When should I use Agent Memory Systems?
Agent Memory Systems fits situations like: tasks that involve Agent memory; tasks that involve Vector databases; tasks that involve Context engineering.
How do I install Agent Memory Systems in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agent-memory-systems -a claude-code`. Or copy the skill folder (skills/sickn33/agent-memory-systems in aiskillstore/marketplace) into .claude/skills/agent-memory-systems in your project. Claude Code loads it when a task matches its description.
How do I install Agent Memory Systems in Codex?
Run `npx skills add aiskillstore/marketplace --skill agent-memory-systems -a codex`. Or copy the skill folder (skills/sickn33/agent-memory-systems in aiskillstore/marketplace) into .agents/skills/agent-memory-systems in your project. Codex loads it when a task matches its description.
Can I use Agent Memory Systems 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 agent-memory-systems -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-memory-systems, .gemini/skills/agent-memory-systems, .github/skills/agent-memory-systems and .opencode/skills/agent-memory-systems in your project.
What does Agent Memory Systems need to run?
Going by SKILL.md and its folder, Agent Memory Systems needs credentials named PINECONE_API_KEY. Our summary lists: A credential in PINECONE_API_KEY.
Does Agent Memory Systems access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Agent Memory Systems 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 Agent Memory Systems use?
No licence was found for Agent Memory Systems or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agent Memory Systems use?
About 7.8k tokens (SKILL.md is roughly 31k 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 Agent Memory Systems?
Skills that share tags, products or a category with Agent Memory Systems: Agenticx Memory Architect (DemonDamon/AgenticX, 279 stars), Cortex Mem MCP (sopaco/cortex-mem, 312 stars), Agent Memory Systems (omer-metin/skills-for-antigravity, 162 stars) and Agent Memory Systems (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Memory Systems?
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.