Learning to Learn (OpenMAIC)
THU-MAIC/OpenMAIC
A Chinese-language skill that embeds learning strategies like retrieval practice and self-explanation as a parallel goal inside an OpenMAIC subject lesson, without making study skills the topic.
Learn what the user cares about, prepare useful work privately, and prompt them with clear visual decisions.
No licenceAuto-check passed
Install Agency
$ npx skills add browser-use/agency --skill agency -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install browser-use/agency agency --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/browser-use/agency.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agency .claude/skills/agency && 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 "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .claude/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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/browser-use/agency/tree/main/skills/agencyType 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 browser-use/agency --skill agency -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install browser-use/agency agency --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-use/agency.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agency .agents/skills/agency && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .agents/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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 browser-use/agency --skill agency -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install browser-use/agency agency --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-use/agency.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agency .cursor/skills/agency && 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 "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .cursor/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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/browser-use/agency.git --path skills/agency--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 browser-use/agency --skill agency -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install browser-use/agency agency --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-use/agency.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agency .gemini/skills/agency && 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 "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .gemini/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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 browser-use/agency agencyInstalls 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 browser-use/agency --skill agency -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/browser-use/agency.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agency .github/skills/agency && 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 "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .github/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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 browser-use/agency --skill agency -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install browser-use/agency agency --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-use/agency.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agency .opencode/skills/agency && 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 "agency" agent skill from https://github.com/browser-use/agency/tree/main/skills/agency into .opencode/skills/agency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agency", 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
agency- GitHub stars
- 406
- Token cost
- ~1.5k tokens
- SKILL.md length
- 857 words
- Files
- 4
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
Learn what the user cares about, prepare useful work privately, and prompt them with clear visual decisions.
- Continue Agency
- SKILL.md covers Start, Learn without interviewing, Prepare before asking and Show the choice, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Handle its tickets
What it does
Agency is an agent skill from browser-use/agency. Learn what the user cares about, prepare useful work privately, and prompt them with clear visual decisions. Use to start or continue Agency or handle its tickets.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `APPROVALS.md`, `LAYOUT.md` and `LINEAR.md`).
The repository describes itself as: Agency card feed: agents finish work, Magnus decides with one click.
When your agent uses it
- Continue Agency
- Handle its tickets
Example prompts
- “/agency”
What it can do on your machine
Read from SKILL.md and the folder at commit 53651ce. 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
Links to these hosts (documentation or services it may open):
github.com
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
Agency loads about 1.5k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 857 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 857 words (~1,522 tokens).
“AI finds useful work, prepares it privately and brings the user an easy decision. Act on approval.”
- name
- agency
Files
SKILL.md and 3 other files in skills/agency of browser-use/agency.
- SKILL.md
- APPROVALS.md
- LAYOUT.md
- LINEAR.md
Open the folder on GitHubat commit 53651ce
Compare with similar skills
Agency 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 |
|---|---|---|---|---|---|---|
| Agency this skillbrowser-use/agency | 406 | — | ~1.5k | Automated safety check: Pass | None | |
| Learning to Learn (OpenMAIC)THU-MAIC/OpenMAIC | 40k | — | ~502 | Automated safety check: Pass | MIT | |
| Continuous Learningaffaan-m/ECC | 274k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Scikit LearnK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3.3k | Automated safety check: Notes | BSD-3-Clause | |
| Project Learnings Managergarrytan/gstack | 136k | — | ~8.2k | Automated safety check: Notes | MIT | |
| Continuous Learningaffaan-m/ECC | 274k | — | ~1.2k | Automated safety check: Pass | MIT |
Similar skills
Continuous Learning
affaan-m/ECC
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor.
Scikit Learn
K-Dense-AI/scientific-agent-skills
Supports machine learning in Python with scikit-learn. An agent skill from K-Dense-AI/scientific-agent-skills.
Project Learnings Manager
garrytan/gstack
Lets you review, search, prune and export the learnings gstack has collected across sessions, and surfaces them when a past fix or pattern comes up.
Continuous Learning
affaan-m/ECC
[OBSOLETO - usar continuous-learning-v2] Extractor de skill por hook Stop v1 heredado.
Docs Learn PR Preview
netdata/netdata
Use only when the user explicitly asks to build, run, preview, inspect, or validate learn.netdata.cloud locally using the contents of a PR or documentation branch before merge.
Questions about Agency
What does Agency do?
Learn what the user cares about, prepare useful work privately, and prompt them with clear visual decisions. Agency is an agent skill from browser-use/agency. Learn what the user cares about, prepare useful work privately, and prompt them with clear visual decisions.
When should I use Agency?
Agency fits situations like: continue Agency; handle its tickets.
How do I install Agency in Claude Code?
Run `npx skills add browser-use/agency --skill agency -a claude-code`. Or copy the skill folder (skills/agency in browser-use/agency) into .claude/skills/agency in your project. Claude Code loads it when a task matches its description.
How do I install Agency in Codex?
Run `npx skills add browser-use/agency --skill agency -a codex`. Or copy the skill folder (skills/agency in browser-use/agency) into .agents/skills/agency in your project. Codex loads it when a task matches its description.
Can I use Agency 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 browser-use/agency --skill agency -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agency, .gemini/skills/agency, .github/skills/agency and .opencode/skills/agency in your project.
What does Agency need to run?
SKILL.md names no scripts, command-line tools or credentials: Agency is instructions for the agent only.
Does Agency access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Agency 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 Agency use?
No licence was found for Agency or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agency use?
About 1.5k tokens (SKILL.md is roughly 6.1k 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 Agency?
Skills that share tags, products or a category with Agency: Learning to Learn (OpenMAIC) (THU-MAIC/OpenMAIC, 40k stars), Continuous Learning (affaan-m/ECC, 274k stars), Scikit Learn (K-Dense-AI/scientific-agent-skills, 48k stars) and Project Learnings Manager (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agency?
browser-use (a GitHub organization) maintains it in browser-use/agency, which has 406 GitHub stars. The repository was last updated on September 11, 2026.
Source: browser-use/agency on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.