OpenCLI Adapter Author
jackwener/OpenCLI
Walks through writing an OpenCLI adapter for a new site or a new command on an existing one, from first recon and field decoding to coding and verification.
Review or write README content for open-source projects. An agent skill from CelestoAI/celesto.
$ npx skills add CelestoAI/celesto --skill readme-guidelines -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CelestoAI/celesto readme-guidelines --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/CelestoAI/celesto.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/readme-guidelines .claude/skills/readme-guidelines && 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 "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .claude/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelinesType 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 CelestoAI/celesto --skill readme-guidelines -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CelestoAI/celesto readme-guidelines --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CelestoAI/celesto.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/readme-guidelines .agents/skills/readme-guidelines && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .agents/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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 CelestoAI/celesto --skill readme-guidelines -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CelestoAI/celesto readme-guidelines --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CelestoAI/celesto.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/readme-guidelines .cursor/skills/readme-guidelines && 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 "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .cursor/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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/CelestoAI/celesto.git --path .agents/skills/readme-guidelines--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 CelestoAI/celesto --skill readme-guidelines -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CelestoAI/celesto readme-guidelines --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CelestoAI/celesto.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/readme-guidelines .gemini/skills/readme-guidelines && 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 "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .gemini/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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 CelestoAI/celesto readme-guidelinesInstalls 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 CelestoAI/celesto --skill readme-guidelines -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CelestoAI/celesto.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/readme-guidelines .github/skills/readme-guidelines && 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 "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .github/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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 CelestoAI/celesto --skill readme-guidelines -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install CelestoAI/celesto readme-guidelines --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CelestoAI/celesto.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/readme-guidelines .opencode/skills/readme-guidelines && 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 "readme-guidelines" agent skill from https://github.com/CelestoAI/celesto/tree/main/.agents/skills/readme-guidelines into .opencode/skills/readme-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-guidelines", 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.
readme-guidelinesReview or write README content for open-source projects. An agent skill from CelestoAI/celesto.
Readme Guidelines is an agent skill from CelestoAI/celesto. Review or write README content for open-source projects. Enforces progressive disclosure, jargon-free language, and single-concept code examples. Use when asked to "write README", "review README", "update README", or "check docs".
Its SKILL.md is about 760 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 Development, covering Technical documentation and Browser automation. The repository describes itself as: Secure and persistent computer for AI agents. The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2e2c72c. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Readme Guidelines loads about 763 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 357 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.
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.
The full file from CelestoAI/celesto at commit 2e2c72c, republished under its Apache-2.0 licence (© CelestoAI). 357 words, ~763 tokens.
.claude/skills/readme-guidelines/SKILL.md (or your agent's skills folder).Review or write README content following these principles. The goal is easy onboarding for both newcomers and advanced users.
Structure content so readers can stop at any point and still have a working mental model. Each section should be usable on its own:
Each code block should demonstrate exactly one idea. If a snippet requires the reader to understand two or more new things simultaneously, split it.
Wrong — introduces sandbox creation AND environment variables at the same time:
with Celesto(env={"API_KEY": "secret"}) as vm:
vm.run("curl $API_KEY")Right — teaches sandbox creation first, env vars in a separate example:
with Celesto() as vm:
vm.run("echo 'hello'")Explain every concept as if talking to a first-year CS student before using technical terms. Then go deeper if the reader needs it.
Never use a value, flag, or identifier in a code block without explaining where it comes from. If a command prints a session_id, show that command before any command that takes session_id as input.
When reviewing a README, check each section against these rules:
<session-id>, <sandbox-name>): is it introduced before it's used?For each violation found, output:
Line <N>: [rule violated]
Current: <quote the problematic text>
Fix: <suggested rewrite>Then provide a revised version of any section that has more than one violation.
© CelestoAI, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/readme-guidelines of CelestoAI/celesto.
Open the folder on GitHubat commit 2e2c72c
Readme Guidelines 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 |
|---|---|---|---|---|---|---|
| Readme Guidelines this skillCelestoAI/celesto | 1k | — | ~763 | Automated safety check: Pass | Apache-2.0 | |
| OpenCLI Adapter Authorjackwener/OpenCLI | 30k | 1 repos | ~3.4k | Automated safety check: Pass | Apache-2.0 | |
| OpenCLI Adapter Autofixjackwener/OpenCLI | 30k | 1 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Kimi WebbridgeMoonshotAI/kimi-code | 7.8k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Derive API Client from Browser Trafficvercel-labs/agent-browser | 44k | 1 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Bun 1.4 Builtins Guidecode-yeongyu/senpi | 472 | — | ~1.3k | Automated safety check: Pass | MIT |
jackwener/OpenCLI
Walks through writing an OpenCLI adapter for a new site or a new command on an existing one, from first recon and field decoding to coding and verification.
jackwener/OpenCLI
Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed.
MoonshotAI/kimi-code
Kimi Browser Extension(Kimi 浏览器扩展,原 Kimi WebBridge)lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login…
vercel-labs/agent-browser
Records a site's browser traffic into a HAR file, then builds a standalone client or CLI that calls its internal endpoints directly with no browser.
code-yeongyu/senpi
Points the agent at Bun 1.4 built-in APIs before it installs an npm package, so image, browser, markdown, cron, PTY and test work uses what Bun already ships.
linora-u/AgentLoom
A skill your agent uses when working on AgentLoom browser-harness integration or debugging applications/browserharnessprobe: creating or updating the probe Application, installing the external…
CelestoAI/celesto
Review or write CLI documentation. An agent skill from CelestoAI/celesto.
Categories
Review or write README content for open-source projects. An agent skill from CelestoAI/celesto. Readme Guidelines is an agent skill from CelestoAI/celesto. Review or write README content for open-source projects.
Readme Guidelines fits situations like: asked to write README; tasks that involve Technical documentation; tasks that involve Browser automation.
Run `npx skills add CelestoAI/celesto --skill readme-guidelines -a claude-code`. Or copy the skill folder (.agents/skills/readme-guidelines in CelestoAI/celesto) into .claude/skills/readme-guidelines in your project. Claude Code loads it when a task matches its description.
Run `npx skills add CelestoAI/celesto --skill readme-guidelines -a codex`. Or copy the skill folder (.agents/skills/readme-guidelines in CelestoAI/celesto) into .agents/skills/readme-guidelines in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CelestoAI/celesto --skill readme-guidelines -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/readme-guidelines, .gemini/skills/readme-guidelines, .github/skills/readme-guidelines and .opencode/skills/readme-guidelines in your project.
Going by SKILL.md and its folder, Readme Guidelines needs credentials named API_KEY. Our summary lists: Python 3; A credential in API_KEY.
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.
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.
Readme Guidelines 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.
About 763 tokens (SKILL.md is roughly 3.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Readme Guidelines: OpenCLI Adapter Author (jackwener/OpenCLI, 30k stars), OpenCLI Adapter Autofix (jackwener/OpenCLI, 30k stars), Kimi Webbridge (MoonshotAI/kimi-code, 7.8k stars) and Derive API Client from Browser Traffic (vercel-labs/agent-browser, 44k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
CelestoAI (a GitHub organization) maintains it in CelestoAI/celesto, which has 1,019 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 8, 2026.
Source: CelestoAI/celesto on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.