Agent skill

Memory Evolution

by OPPO-Mente-Lab in OPPO-Mente-Lab/X-OmniClaw

Process pending X-OmniClaw task memories, update MEMORY.md, and rebuild the compact USER-PROFILE.md.

Apache-2.0Auto-check passedProductivity & Automation

Install Memory Evolution

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .claude/skills/memory-evolution && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .claude/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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

$skill-installer install https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution

Type 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.

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .agents/skills/memory-evolution && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .agents/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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.

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .cursor/skills/memory-evolution && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .cursor/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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

$ gemini skills install https://github.com/OPPO-Mente-Lab/X-OmniClaw.git --path app/src/main/assets/skills/memory-evolution

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .gemini/skills/memory-evolution && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .gemini/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution

Installs 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).

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .github/skills/memory-evolution && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .github/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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.

skills CLI

$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install OPPO-Mente-Lab/X-OmniClaw memory-evolution --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/app/src/main/assets/skills/memory-evolution .opencode/skills/memory-evolution && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "memory-evolution" agent skill from https://github.com/OPPO-Mente-Lab/X-OmniClaw/tree/main/app/src/main/assets/skills/memory-evolution into .opencode/skills/memory-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-evolution", 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-evolution
GitHub stars: 265
Token cost: ~539 tokens
SKILL.md length: 220 words
Files: 1
Skills in repo: 14
Repo updated: May 22, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Process pending X-OmniClaw task memories, update MEMORY.md, and rebuild the compact USER-PROFILE.md.

Works in 4 steps: Do not update MEMORY.md directly during… → Keep USER-PROFILE.md compact because it… → Put reusable task lessons and workflows… → …
Productivity & Automation work in your project
SKILL.md covers Memory Files, Preferred Tool, Recommended Calls and Daily Update Pattern, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Memory Evolution is an agent skill from OPPO-Mente-Lab/X-OmniClaw. Process pending X-OmniClaw task memories, update MEMORY.md, and rebuild the compact USER-PROFILE.md.

Its SKILL.md is about 540 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 Productivity & Automation. The repository describes itself as: An edge-native Multimodal Android Agent that integrates multimodal perception, memory and action. The licence is Apache-2.0.

When your agent uses it

Productivity & Automation work in your project

Example prompts

“/memory-evolution”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Do not update MEMORY.md directly during every normal task. Normal tasks should only append pending events.
Keep USER-PROFILE.md compact because it is loaded by default for all tasks.
Put reusable task lessons and workflows in MEMORY.md; put only distilled user habits and key preferences in USER-PROFILE.md.
Do not duplicate gallery details in USER-PROFILE.md; summarize preferences, recent activity, and stable interests from IMAGE-MEMORY.md.

What it can do on your machine

Read from SKILL.md and the folder at commit 8614c93. 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 (its code samples are json).
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

Memory Evolution loads about 539 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 220 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~29
When it runs · the whole SKILL.md, loaded when a task matches: ~539

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 OPPO-Mente-Lab/X-OmniClaw at commit 8614c93, republished under its Apache-2.0 licence (© OPPO-Mente-Lab). 220 words, ~539 tokens.

Download SKILL.mdSave it as .claude/skills/memory-evolution/SKILL.md (or your agent's skills folder).

name: memory-evolution
description: Process pending X-OmniClaw task memories, update MEMORY.md, and rebuild the compact USER-PROFILE.md.

Memory Evolution

Use this skill when the user asks to:

update global memory
evolve task memory
summarize task experience into the user profile
inspect memory evolution status
configure or verify the daily memory update mechanism

This skill maintains task-derived memories. Gallery-derived memories are maintained by gallery-memory.

Memory Files

MEMORY.md: task memory from X-OmniClaw usage, including habits, reusable workflows, failures, and project context.
memory/IMAGE-MEMORY.md: gallery memory from photos and screenshots.
memory/USER-PROFILE.md: compact user profile loaded by default. It should be rebuilt from both MEMORY.md and IMAGE-MEMORY.md.

Preferred Tool

`memory_evolution`

Use memory_evolution as the direct tool for this workflow.

Supported actions:

run: process pending task memory events, update MEMORY.md, and rebuild memory/USER-PROFILE.md
status: inspect the latest evolution run status and pending event count

Recommended Calls

Run evolution

json

{
  "action": "run"
}

Check status

json

{
  "action": "status"
}

Daily Update Pattern

The app owns a managed scheduled task named 全局记忆进化.

Its instruction should be equivalent to:

使用 memory_evolution 工具执行全局记忆进化：处理待沉淀的 X-OmniClaw 任务记忆，更新 MEMORY.md，并重建 USER-PROFILE.md。

Best Practices

Do not update MEMORY.md directly during every normal task. Normal tasks should only append pending events.
Keep USER-PROFILE.md compact because it is loaded by default for all tasks.
Put reusable task lessons and workflows in MEMORY.md; put only distilled user habits and key preferences in USER-PROFILE.md.
Do not duplicate gallery details in USER-PROFILE.md; summarize preferences, recent activity, and stable interests from IMAGE-MEMORY.md.

Files

Just SKILL.md in app/src/main/assets/skills/memory-evolution of OPPO-Mente-Lab/X-OmniClaw.

Open the folder on GitHubat commit 8614c93

Compare with similar skills

Memory Evolution 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.

Memory Evolution compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Memory Evolution this skillOPPO-Mente-Lab/X-OmniClaw	265	—	~539	Automated safety check: Pass	Apache-2.0	4 mo ago
Agent Browserquran/quran.com-frontend-next	1.9k	42 repos	~3.3k	Automated safety check: Pass	None	5 mo ago
Process Inboxtelegramdesktop/tdesktop	33k	2 repos	~4.5k	Automated safety check: Pass	GPL-3.0	yesterday
Perform Tasktelegramdesktop/tdesktop	33k	2 repos	~3k	Automated safety check: Pass	GPL-3.0	yesterday
Brave Searchbadlogic/pi-skills	2.6k	6 repos	~592	Automated safety check: Pass	MIT	4 mo ago
Continuetelegramdesktop/tdesktop	33k	2 repos	~9.4k	Automated safety check: Pass	GPL-3.0	yesterday

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Questions about Memory Evolution

What does Memory Evolution do?

Process pending X-OmniClaw task memories, update MEMORY.md, and rebuild the compact USER-PROFILE.md. Memory Evolution is an agent skill from OPPO-Mente-Lab/X-OmniClaw.md.

When should I use Memory Evolution?

Memory Evolution fits situations like: productivity & Automation work in your project.

How do I install Memory Evolution in Claude Code?

Run `npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a claude-code`. Or copy the skill folder (app/src/main/assets/skills/memory-evolution in OPPO-Mente-Lab/X-OmniClaw) into .claude/skills/memory-evolution in your project. Claude Code loads it when a task matches its description.

How do I install Memory Evolution in Codex?

Run `npx skills add OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -a codex`. Or copy the skill folder (app/src/main/assets/skills/memory-evolution in OPPO-Mente-Lab/X-OmniClaw) into .agents/skills/memory-evolution in your project. Codex loads it when a task matches its description.

Can I use Memory Evolution 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 OPPO-Mente-Lab/X-OmniClaw --skill memory-evolution -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-evolution, .gemini/skills/memory-evolution, .github/skills/memory-evolution and .opencode/skills/memory-evolution in your project.

What does Memory Evolution need to run?

SKILL.md names no scripts, command-line tools or credentials: Memory Evolution is instructions for the agent only.

Does Memory Evolution 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 Memory Evolution 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 Evolution use?

Memory Evolution is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Memory Evolution use?

About 539 tokens (SKILL.md is roughly 2.2k 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 Evolution?

Skills that share tags, products or a category with Memory Evolution: Agent Browser (quran/quran.com-frontend-next, 1.9k stars), Process Inbox (telegramdesktop/tdesktop, 33k stars), Perform Task (telegramdesktop/tdesktop, 33k stars) and Brave Search (badlogic/pi-skills, 2.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memory Evolution?

OPPO-Mente-Lab (a GitHub organization) maintains it in OPPO-Mente-Lab/X-OmniClaw, which has 265 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on May 22, 2026.

Source: OPPO-Mente-Lab/X-OmniClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Memory Evolution

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Memory Evolution

Memory Files

Preferred Tool

memory_evolution

Recommended Calls

Run evolution

Check status

Daily Update Pattern

Best Practices

Files

Compare with similar skills

Similar skills

More from OPPO-Mente-Lab/X-OmniClaw

Related

Questions about Memory Evolution

`memory_evolution`