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.
Memory is the cornerstone of intelligent agents. An agent skill from benjaminasterA/antigravity-awesome-skills.
Install Agent Memory Systems
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills 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/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills agent-memory-systems --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills agent-memory-systems --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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/benjaminasterA/antigravity-awesome-skills.git --path skills/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 benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benjaminasterA/antigravity-awesome-skills 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/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 benjaminasterA/antigravity-awesome-skills 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 benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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 benjaminasterA/antigravity-awesome-skills --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 benjaminasterA/antigravity-awesome-skills agent-memory-systems --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/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/benjaminasterA/antigravity-awesome-skills/tree/main/skills/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
- 372
- Used in
- 1 other repo
- Token cost
- ~531 tokens
- SKILL.md length
- 210 words
- Files
- 1
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- MIT
At a glance
Memory is the cornerstone of intelligent agents. An agent skill from benjaminasterA/antigravity-awesome-skills.
- Tasks that involve Agent memory
- SKILL.md covers Capabilities, Patterns, Anti-Patterns and ⚠️ Sharp Edges, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Context engineering
What it does
Agent Memory Systems is an agent skill from benjaminasterA/antigravity-awesome-skills. 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 s...
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Agent memory and Context engineering. The repository describes itself as: antigravity-awesome-skills. The licence is MIT.
When your agent uses it
- Tasks that involve Agent memory
- Tasks that involve Context engineering
Example prompts
- “/agent-memory-systems”
What it can do on your machine
Read from SKILL.md and the folder at commit 0dcad8a. 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agent Memory Systems loads about 531 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 210 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
The full file from benjaminasterA/antigravity-awesome-skills at commit 0dcad8a, republished under its MIT licence (© benjaminasterA). 210 words, ~531 tokens.
Download SKILL.mdSave it as
.claude/skills/agent-memory-systems/SKILL.md (or your agent's skills folder).- name
- agent-memory-systems
- description
- 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 s...
- source
- vibeship-spawner-skills (Apache 2.0)
- risk
- unknown
Agent Memory Systems
You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions. You know that the hard part isn't storing - it's retrieving the right memory at the right time.
Your core insight: Memory failures look like intelligence failures. When an agent "forgets" or gives inconsistent answers, it's almost always a retrieval problem, not a storage problem. You obsess over chunking strategies, embedding quality, and
Capabilities
- agent-memory
- long-term-memory
- short-term-memory
- working-memory
- episodic-memory
- semantic-memory
- procedural-memory
- memory-retrieval
- memory-formation
- memory-decay
Patterns
Memory Type Architecture
Choosing the right memory type for different information
Vector Store Selection Pattern
Choosing the right vector database for your use case
Chunking Strategy Pattern
Breaking documents into retrievable chunks
Anti-Patterns
❌ Store Everything Forever
❌ Chunk Without Testing Retrieval
❌ Single Memory Type for All Data
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Issue | critical | ## Contextual Chunking (Anthropic's approach) |
| Issue | high | ## Test different sizes |
| Issue | high | ## Always filter by metadata first |
| Issue | high | ## Add temporal scoring |
| Issue | medium | ## Detect conflicts on storage |
| Issue | medium | ## Budget tokens for different memory types |
| Issue | medium | ## Track embedding model in metadata |
Related Skills
Works well with: autonomous-agents, multi-agent-orchestration, llm-architect, agent-tool-builder
When to Use
This skill is applicable to execute the workflow or actions described in the overview.
© benjaminasterA, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/agent-memory-systems of benjaminasterA/antigravity-awesome-skills.
Open the folder on GitHubat commit 0dcad8a
Used in 1 other repository
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in benjaminasterA/antigravity-awesome-skills, which our catalogue first saw on October 9, 2026.
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 skillbenjaminasterA/antigravity-awesome-skills | 372 | 1 repos | ~531 | Automated safety check: Pass | MIT | |
| 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 |
Similar skills
Memori Long-Term Memory
MemoriLabs/Memori
Adds structured long-term memory to OpenClaw agents, built automatically from sessions, with tools the agent calls to recall facts, summaries and decisions.
MemPalace Recall for Planning
open-gsd/gsd-core
Recalls earlier decisions, patterns and surprises from MemPalace memory before planning, behind a config gate that never blocks the planning step.
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.
Lemmalog
JordyZomer/lemmalog
Externalize working memory and logical state into the lemmalog Datalog engine (MCP).
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Related
Categories
Questions about Agent Memory Systems
What does Agent Memory Systems do?
Memory is the cornerstone of intelligent agents. An agent skill from benjaminasterA/antigravity-awesome-skills. Agent Memory Systems is an agent skill from benjaminasterA/antigravity-awesome-skills. 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 Context engineering.
How do I install Agent Memory Systems in Claude Code?
Run `npx skills add benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a claude-code`. Or copy the skill folder (skills/agent-memory-systems in benjaminasterA/antigravity-awesome-skills) 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 benjaminasterA/antigravity-awesome-skills --skill agent-memory-systems -a codex`. Or copy the skill folder (skills/agent-memory-systems in benjaminasterA/antigravity-awesome-skills) 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 benjaminasterA/antigravity-awesome-skills --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?
SKILL.md names no scripts, command-line tools or credentials: Agent Memory Systems is instructions for the agent only.
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?
Agent Memory Systems is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Agent Memory Systems use?
About 531 tokens (SKILL.md is roughly 2.1k 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: 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 Agent Memory Systems?
benjaminasterA (a GitHub user) maintains it in benjaminasterA/antigravity-awesome-skills, which has 372 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 8, 2026.
Source: benjaminasterA/antigravity-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.