Ab Testing
coreyhaines31/marketingskills
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.
Edge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime).
$ npx skills add TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install TencentEdgeOne/edgeone-makers-tools edgeone-makers-middleware --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/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .claude/skills/edgeone-makers-middleware && 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 "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .claude/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middlewareType 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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install TencentEdgeOne/edgeone-makers-tools edgeone-makers-middleware --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .agents/skills/edgeone-makers-middleware && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .agents/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install TencentEdgeOne/edgeone-makers-tools edgeone-makers-middleware --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .cursor/skills/edgeone-makers-middleware && 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 "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .cursor/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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/TencentEdgeOne/edgeone-makers-tools.git --path skills/edgeone-makers-tools/references/makers-middleware--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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install TencentEdgeOne/edgeone-makers-tools edgeone-makers-middleware --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .gemini/skills/edgeone-makers-middleware && 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 "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .gemini/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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 TencentEdgeOne/edgeone-makers-tools edgeone-makers-middlewareInstalls 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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .github/skills/edgeone-makers-middleware && 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 "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .github/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install TencentEdgeOne/edgeone-makers-tools edgeone-makers-middleware --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentEdgeOne/edgeone-makers-tools.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/edgeone-makers-tools/references/makers-middleware .opencode/skills/edgeone-makers-middleware && 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 "edgeone-makers-middleware" agent skill from https://github.com/TencentEdgeOne/edgeone-makers-tools/tree/main/skills/edgeone-makers-tools/references/makers-middleware into .opencode/skills/edgeone-makers-middleware/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edgeone-makers-middleware", 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.
edgeone-makers-middlewareEdge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime).
Edgeone Makers Middleware is an agent skill from TencentEdgeOne/edgeone-makers-tools. Edge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime).
Its SKILL.md is about 1.2k 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 Marketing & SEO, covering A/B testing. The licence is MIT.
Read from SKILL.md and the folder at commit e6ead94. 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 javascript).
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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Edgeone Makers Middleware loads about 1.2k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 168 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 TencentEdgeOne/edgeone-makers-tools at commit e6ead94, republished under its MIT licence (© TencentEdgeOne). 168 words, ~1,227 tokens.
.claude/skills/edgeone-makers-middleware/SKILL.md (or your agent's skills folder).Lightweight request interception running at the edge (V8 runtime). Use for redirects, rewrites, auth guards, A/B testing, and header injection.
⚠️ Framework projects (Next.js, Nuxt, etc.): Do NOT use this platform middleware format. Use the framework's built-in middleware instead (e.g. Next.js
middleware.tswithNextRequest/NextResponse). The patterns below are for non-framework or pure static projects only.
File: middleware.js (project root)
export function middleware(context) {
const { request, next, redirect, rewrite } = context;
// Pass through — no modification
return next();
}| Property | Type | Description |
|---|---|---|
request | Request | Current request object |
next(options?) | Function | Continue to origin; optionally modify headers |
redirect(url, status?) | Function | Redirect (default 307) |
rewrite(url) | Function | Rewrite request path (transparent to client) |
geo | GeoProperties | Client geolocation |
clientIp | string | Client IP address |
By default middleware runs on ALL routes. Use config.matcher to limit scope:
// Only run on /api/* routes
export const config = {
matcher: ['/api/:path*'],
};
export function middleware(context) {
// Auth check for API routes only
const token = context.request.headers.get('Authorization');
if (!token) {
return new Response('Unauthorized', { status: 401 });
}
return context.next();
}Matcher patterns:
// Single path
export const config = { matcher: '/about' };
// Multiple paths
export const config = { matcher: ['/api/:path*', '/admin/:path*'] };
// Regex
export const config = { matcher: ['/api/.*', '^/user/\\d+$'] };export function middleware(context) {
const url = new URL(context.request.url);
if (url.pathname === '/old-page') {
return context.redirect('/new-page', 301);
}
return context.next();
}export function middleware(context) {
const url = new URL(context.request.url);
if (url.pathname.startsWith('/blog')) {
return context.rewrite('/content' + url.pathname);
}
return context.next();
}export function middleware(context) {
return context.next({
headers: {
'x-request-id': crypto.randomUUID(),
'x-client-ip': context.clientIp,
'x-country': context.geo.countryCodeAlpha2,
},
});
}export const config = {
matcher: ['/api/:path*', '/admin/:path*'],
};
export function middleware(context) {
const token = context.request.headers.get('Authorization');
if (!token || !token.startsWith('Bearer ')) {
return new Response(JSON.stringify({ error: 'Unauthorized' }), {
status: 401,
headers: { 'Content-Type': 'application/json' },
});
}
return context.next();
}export function middleware(context) {
const country = context.geo.countryCodeAlpha2;
if (country === 'CN') {
return context.rewrite('/zh' + new URL(context.request.url).pathname);
}
return context.next();
}export function middleware(context) {
const url = new URL(context.request.url);
if (url.pathname === '/landing') {
const variant = Math.random() < 0.5 ? '/landing-a' : '/landing-b';
return context.rewrite(variant);
}
return context.next();
}export function middleware(context) {
const url = new URL(context.request.url);
if (url.pathname === '/api/health') {
return new Response(JSON.stringify({ status: 'ok', timestamp: Date.now() }), {
headers: { 'Content-Type': 'application/json' },
});
}
return context.next();
}Available on context.geo:
| Property | Type | Example |
|---|---|---|
countryName | string | Singapore |
countryCodeAlpha2 | string | SG |
countryCodeAlpha3 | string | SGP |
regionName | string | — |
cityName | string | Singapore |
latitude | number | 1.29027 |
longitude | number | 103.851959 |
asn | number | 132203 |
© TencentEdgeOne, MIT. 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 skills/edgeone-makers-tools/references/makers-middleware of TencentEdgeOne/edgeone-makers-tools.
Open the folder on GitHubat commit e6ead94
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in TencentEdgeOne/edgeone-makers-tools, which our catalogue first saw on October 7, 2026.
Edgeone Makers Middleware 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 |
|---|---|---|---|---|---|---|
| Edgeone Makers Middleware this skillTencentEdgeOne/edgeone-makers-tools | 1.9k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~3.1k | Automated safety check: Pass | MIT | |
| AnalyticsNexus-JPF/note-companion | 870 | 7 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Ad Test Designeraaron-he-zhu/aaron-marketing-skills | 2.9k | 2 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Ab Test Analyzeririnabuht12-oss/marketing-skills | 4.1k | — | ~1.4k | Automated safety check: Pass | None | |
| Ab Test Store Listingappeeky/aso-skills | 2.2k | — | ~1.8k | Automated safety check: Pass | MIT |
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.
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?"…
irinabuht12-oss/marketing-skills
Statistical significance calculator for A/B test results with sample size requirements, segment breakdowns, and hypothesis generation.
appeeky/aso-skills
When the user wants to A/B test App Store product page elements to improve conversion rate.
freekmurze/dotfiles
When the user wants to plan, design, or implement an A/B test or experiment.
TencentEdgeOne/edgeone-makers-tools
Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions.
TencentEdgeOne/edgeone-makers-tools
This skill guides building AI agent endpoints on EdgeOne Makers — five framework routes (DeepAgents, LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK), platform-injected context.store /…
TencentEdgeOne/edgeone-makers-tools
EdgeOne Makers CLI command reference. An agent skill from TencentEdgeOne/edgeone-makers-tools.
TencentEdgeOne/edgeone-makers-tools
Environment-specific adaptation rules for EdgeOne Makers Skills running in sandboxed or restricted AI coding environments (e.g.
TencentEdgeOne/edgeone-makers-tools
Project structure templates and scaffolding recipes for typical EdgeOne Makers applications — full-stack apps, static sites, API services, and AI agent projects.
TencentEdgeOne/edgeone-makers-tools
KV and Blob storage services on EdgeOne Makers. An agent skill from TencentEdgeOne/edgeone-makers-tools.
Categories
Edge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime). Edgeone Makers Middleware is an agent skill from TencentEdgeOne/edgeone-makers-tools. Edge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime).
Edgeone Makers Middleware fits situations like: tasks that involve A/B testing.
Run `npx skills add TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a claude-code`. Or copy the skill folder (skills/edgeone-makers-tools/references/makers-middleware in TencentEdgeOne/edgeone-makers-tools) into .claude/skills/edgeone-makers-middleware in your project. Claude Code loads it when a task matches its description.
Run `npx skills add TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a codex`. Or copy the skill folder (skills/edgeone-makers-tools/references/makers-middleware in TencentEdgeOne/edgeone-makers-tools) into .agents/skills/edgeone-makers-middleware 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 TencentEdgeOne/edgeone-makers-tools --skill edgeone-makers-middleware -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/edgeone-makers-middleware, .gemini/skills/edgeone-makers-middleware, .github/skills/edgeone-makers-middleware and .opencode/skills/edgeone-makers-middleware in your project.
SKILL.md names no scripts, command-line tools or credentials: Edgeone Makers Middleware is instructions for the agent only.
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.
Edgeone Makers Middleware is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Edgeone Makers Middleware: Ab Testing (coreyhaines31/marketingskills, 54k stars), Analytics (Nexus-JPF/note-companion, 870 stars), Ad Test Designer (aaron-he-zhu/aaron-marketing-skills, 2.9k stars) and Ab Test Analyzer (irinabuht12-oss/marketing-skills, 4.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
TencentEdgeOne (a GitHub organization) maintains it in TencentEdgeOne/edgeone-makers-tools, which has 1,861 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 8, 2026.
Source: TencentEdgeOne/edgeone-makers-tools on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.