Ab Test Analysis
killvxk/pm-skills-zh
分析 A/B 测试结果,涵盖统计显著性检验、样本量验证、置信区间计算及上线/延长/停止的决策建议。适用于评估实验结果、判断测试是否达到显著性、解读分流测试数据,或决定是否上线某个实验组。
Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely.
$ npx skills add vercel/vercel-plugin --skill vercel-sandbox -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vercel/vercel-plugin vercel-sandbox --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/vercel/vercel-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/vercel-sandbox .claude/skills/vercel-sandbox && 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 "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .claude/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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/vercel/vercel-plugin/tree/main/skills/vercel-sandboxType 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 vercel/vercel-plugin --skill vercel-sandbox -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vercel/vercel-plugin vercel-sandbox --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vercel/vercel-plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/vercel-sandbox .agents/skills/vercel-sandbox && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .agents/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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 vercel/vercel-plugin --skill vercel-sandbox -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vercel/vercel-plugin vercel-sandbox --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vercel/vercel-plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/vercel-sandbox .cursor/skills/vercel-sandbox && 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 "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .cursor/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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/vercel/vercel-plugin.git --path skills/vercel-sandbox--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 vercel/vercel-plugin --skill vercel-sandbox -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vercel/vercel-plugin vercel-sandbox --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vercel/vercel-plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/vercel-sandbox .gemini/skills/vercel-sandbox && 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 "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .gemini/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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 vercel/vercel-plugin vercel-sandboxInstalls 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 vercel/vercel-plugin --skill vercel-sandbox -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/vercel/vercel-plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/vercel-sandbox .github/skills/vercel-sandbox && 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 "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .github/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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 vercel/vercel-plugin --skill vercel-sandbox -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install vercel/vercel-plugin vercel-sandbox --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vercel/vercel-plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/vercel-sandbox .opencode/skills/vercel-sandbox && 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 "vercel-sandbox" agent skill from https://github.com/vercel/vercel-plugin/tree/main/skills/vercel-sandbox into .opencode/skills/vercel-sandbox/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vercel-sandbox", 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.
vercel-sandboxVercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely.
Vercel Sandbox is an agent skill from vercel/vercel-plugin, published by the product's own GitHub organization. Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Supports AI agents, code generation, and experimentation. Use when executing user-generated or AI-generated code in isolation.
Its SKILL.md is about 6.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `overlay.yaml`).
It sits in Marketing & SEO, covering A/B testing. It works with Vercel and Python. The repository describes itself as: Comprehensive Vercel ecosystem plugin — relational knowledge graph, skills for every major product, specialized agents, and Vercel conventions. Turns any AI agent into a Vercel…
Read from SKILL.md and the folder at commit 82fa491. 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.
Shell commands in SKILL.md call:
vercelapt-getbashpnpmFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
ai-gateway.vercel.shFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
VERCEL_OIDC_TOKENVERCEL_TOKENAPI_SECRETAI_GATEWAY_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Vercel Sandbox loads about 6.2k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 2,129 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 noted patterns worth knowing about, such as sudo or a known installer.
v pull` to get a `VERCEL_OIDC_TOKEN` in `.env.local` (valid ~12h; re-pull when it expires).as a **non-root** user (`ubuntu`, in the sudo group) by default; pass `sudo: true` for root.// Root for one command (sudo is object-form only)sandbox/ubuntu` | Minimal Ubuntu 26.04 + sudo |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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,129 words (~6,227 tokens).
“Vercel Sandbox runs untrusted or AI-generated code inside an ephemeral Firecracker microVM. You get a real Linux VM with a filesystem and network — created on demand over an API, and stopped (or snapshotted) when you're done. Reach for it…”
SKILL.md and 2 other files in skills/vercel-sandbox of vercel/vercel-plugin.
Open the folder on GitHubat commit 82fa491
Vercel Sandbox 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 |
|---|---|---|---|---|---|---|
| Vercel Sandbox this skillvercel/vercel-plugin | 301 | — | ~6.2k | Automated safety check: Notes | Custom licence | |
| Ab Test Analysiskillvxk/pm-skills-zh | 168 | — | ~480 | Automated safety check: Pass | MIT | |
| A/B Test Analysisphuryn/pm-skills | 27k | — | ~893 | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~2.8k | Automated safety check: Pass | MIT | |
| AnalyticsNexus-JPF/note-companion | 870 | 7 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Ab Test Setupfreekmurze/dotfiles | 1k | 15 repos | ~1.8k | Automated safety check: Pass | None |
killvxk/pm-skills-zh
分析 A/B 测试结果,涵盖统计显著性检验、样本量验证、置信区间计算及上线/延长/停止的决策建议。适用于评估实验结果、判断测试是否达到显著性、解读分流测试数据,或决定是否上线某个实验组。
phuryn/pm-skills
Validates an experiment's setup, works out lift, p-value and confidence interval from A/B test data, and recommends whether to ship, extend or stop.
coreyhaines31/marketingskills
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.
Nexus-JPF/note-companion
When the user wants to set up, improve, or audit analytics tracking and measurement.
freekmurze/dotfiles
When the user wants to plan, design, or implement an A/B test or experiment.
aaron-he-zhu/aaron-marketing-skills
A skill your agent uses when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"…
vercel/vercel-plugin
Vercel deployment and CI/CD expert guidance. An agent skill from vercel/vercel-plugin.
vercel/vercel-plugin
Audit vercel-plugin performance on real-world projects. An agent skill from vercel/vercel-plugin.
vercel/vercel-plugin
Vercel CLI expert guidance. An agent skill from vercel/vercel-plugin.
vercel/vercel-plugin
Vercel AI Gateway guidance for setup, model discovery, authentication, routing, fallbacks, virtual models, evaluation models, BYOK, budgets, spend reporting, observability, compatible APIs, and…
vercel/vercel-plugin
Configure and troubleshoot Vercel Services for multiple frontends and backends in one project.
vercel/vercel-plugin
Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection.
Categories
Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Vercel Sandbox is an agent skill from vercel/vercel-plugin, published by the product's own GitHub organization. Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely.
Vercel Sandbox fits situations like: executing user-generated; AI-generated code in isolation.
Run `npx skills add vercel/vercel-plugin --skill vercel-sandbox -a claude-code`. Or copy the skill folder (skills/vercel-sandbox in vercel/vercel-plugin) into .claude/skills/vercel-sandbox in your project. Claude Code loads it when a task matches its description.
Run `npx skills add vercel/vercel-plugin --skill vercel-sandbox -a codex`. Or copy the skill folder (skills/vercel-sandbox in vercel/vercel-plugin) into .agents/skills/vercel-sandbox 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 vercel/vercel-plugin --skill vercel-sandbox -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vercel-sandbox, .gemini/skills/vercel-sandbox, .github/skills/vercel-sandbox and .opencode/skills/vercel-sandbox in your project.
Going by SKILL.md and its folder, Vercel Sandbox needs the command-line tools its instructions call (vercel, apt-get, bash and pnpm) and credentials named VERCEL_OIDC_TOKEN, VERCEL_TOKEN, API_SECRET and AI_GATEWAY_API_KEY. Our summary lists: Python 3; Node.js; A credential in VERCEL_OIDC_TOKEN; A credential in VERCEL_TOKEN.
SKILL.md names 1 domain. In commands or code: ai-gateway.vercel.sh; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file; runs commands with sudo), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Vercel Sandbox has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 6.2k tokens (SKILL.md is roughly 25k 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 Vercel Sandbox: Ab Test Analysis (killvxk/pm-skills-zh, 168 stars), A/B Test Analysis (phuryn/pm-skills, 27k stars), Ab Testing (coreyhaines31/marketingskills, 54k stars) and Analytics (Nexus-JPF/note-companion, 870 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
vercel (a GitHub organization, an official publisher) maintains it in vercel/vercel-plugin, which has 301 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on October 7, 2026.
Source: vercel/vercel-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.