MemPalace Memory Search
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
Search and recall memories from ourmem. An agent skill from ourmem/omem.
Install Memory Recall
$ npx skills add ourmem/omem --skill memory-recall -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ourmem/omem memory-recall --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/ourmem/omem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .claude/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .claude/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recallType 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 ourmem/omem --skill memory-recall -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ourmem/omem memory-recall --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ourmem/omem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .agents/skills/memory-recall && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .agents/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 ourmem/omem --skill memory-recall -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ourmem/omem memory-recall --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ourmem/omem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .cursor/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .cursor/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/ourmem/omem.git --path plugins/claude-code/skills/memory-recall--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 ourmem/omem --skill memory-recall -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ourmem/omem memory-recall --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ourmem/omem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .gemini/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .gemini/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 ourmem/omem memory-recallInstalls 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 ourmem/omem --skill memory-recall -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ourmem/omem.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .github/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .github/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 ourmem/omem --skill memory-recall -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ourmem/omem memory-recall --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ourmem/omem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/claude-code/skills/memory-recall .opencode/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/ourmem/omem/tree/main/plugins/claude-code/skills/memory-recall into .opencode/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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
memory-recall- GitHub stars
- 174
- Token cost
- ~177 tokens
- SKILL.md length
- 25 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Search and recall memories from ourmem. An agent skill from ourmem/omem.
- User asks to find
- SKILL.md covers How to search and Response Format
- Calls curl; needs OMEM_API_KEY
- Remember something
What it does
Memory Recall is an agent skill from ourmem/omem. Search and recall memories from ourmem. Use when user asks to find, recall, search, or remember something.
Its SKILL.md is about 180 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. It works with Model Context Protocol and Rust. The repository describes itself as: Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
When your agent uses it
- User asks to find
- Remember something
Example prompts
- “/memory-recall”
Requirements
- A credential in OMEM_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit 40f65aa. 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:
curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OMEM_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Memory Recall loads about 177 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 25 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 25 words (~177 tokens).
“Search ourmem for relevant memories using semantic search.”
- name
- memory-recall
Files
Just SKILL.md in plugins/claude-code/skills/memory-recall of ourmem/omem.
Open the folder on GitHubat commit 40f65aa
Compare with similar skills
Memory Recall 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 |
|---|---|---|---|---|---|---|
| Memory Recall this skillourmem/omem | 174 | — | ~177 | Automated safety check: Pass | Custom licence | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT | |
| agentmemory Setup and Diagnosticsrohitg00/agentmemory | 29k | — | ~1k | Automated safety check: Notes | Apache-2.0 | |
| Claude-Mem Install for Grok Botthedotmack/claude-mem | 97k | — | ~440 | Automated safety check: Pass | Apache-2.0 | |
| Lean Ctx Reviewyvgude/lean-ctx | 3.9k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 |
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Qmd
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More from ourmem/omem
Ourmem
ourmem/omem
Shared memory that never forgets. An agent skill from ourmem/omem.
Memory Store
ourmem/omem
Store a memory in ourmem. An agent skill from ourmem/omem.
Related
Works with
Categories
Questions about Memory Recall
What does Memory Recall do?
Search and recall memories from ourmem. An agent skill from ourmem/omem. Memory Recall is an agent skill from ourmem/omem. Search and recall memories from ourmem.
When should I use Memory Recall?
Memory Recall fits situations like: user asks to find; remember something.
How do I install Memory Recall in Claude Code?
Run `npx skills add ourmem/omem --skill memory-recall -a claude-code`. Or copy the skill folder (plugins/claude-code/skills/memory-recall in ourmem/omem) into .claude/skills/memory-recall in your project. Claude Code loads it when a task matches its description.
How do I install Memory Recall in Codex?
Run `npx skills add ourmem/omem --skill memory-recall -a codex`. Or copy the skill folder (plugins/claude-code/skills/memory-recall in ourmem/omem) into .agents/skills/memory-recall in your project. Codex loads it when a task matches its description.
Can I use Memory Recall 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 ourmem/omem --skill memory-recall -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-recall, .gemini/skills/memory-recall, .github/skills/memory-recall and .opencode/skills/memory-recall in your project.
What does Memory Recall need to run?
Going by SKILL.md and its folder, Memory Recall needs the command-line tools its instructions call (curl) and credentials named OMEM_API_KEY. Our summary lists: A credential in OMEM_API_KEY.
Does Memory Recall access the network?
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Memory Recall 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 Memory Recall use?
Memory Recall has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Memory Recall use?
About 177 tokens (SKILL.md is roughly 708 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 Memory Recall?
Skills that share tags, products or a category with Memory Recall: MemPalace Memory Search (MemPalace/mempalace, 59k stars), MemPalace Setup and Operation (MemPalace/mempalace, 59k stars), agentmemory Setup and Diagnostics (rohitg00/agentmemory, 29k stars) and Claude-Mem Install for Grok Bot (thedotmack/claude-mem, 97k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Recall?
ourmem (a GitHub organization) maintains it in ourmem/omem, which has 174 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on May 24, 2026.
Source: ourmem/omem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.