Agent skill

Loops

by Anil-matcha in Anil-matcha/awesome-muse-connectors

Read and write Loops: find and manage email contacts; send events and transactional emails.

Install Loops

skills CLI

$ npx skills add Anil-matcha/awesome-muse-connectors --skill loops -a claude-code

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

GitHub CLI

$ gh skill install Anil-matcha/awesome-muse-connectors loops --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/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/loops .claude/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .claude/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops

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 Anil-matcha/awesome-muse-connectors --skill loops -a codex

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

GitHub CLI

$ gh skill install Anil-matcha/awesome-muse-connectors loops --agent codex

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

Manual copy

$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .agents/skills && cp -r skills-src/connectors/loops .agents/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .agents/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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 Anil-matcha/awesome-muse-connectors --skill loops -a cursor

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

GitHub CLI

$ gh skill install Anil-matcha/awesome-muse-connectors loops --agent cursor

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

Manual copy

$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/connectors/loops .cursor/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .cursor/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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/Anil-matcha/awesome-muse-connectors.git --path connectors/loops

--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 Anil-matcha/awesome-muse-connectors --skill loops -a gemini-cli

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

GitHub CLI

$ gh skill install Anil-matcha/awesome-muse-connectors loops --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/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/connectors/loops .gemini/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .gemini/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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 Anil-matcha/awesome-muse-connectors loops

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 Anil-matcha/awesome-muse-connectors --skill loops -a github-copilot

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

Manual copy

$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .github/skills && cp -r skills-src/connectors/loops .github/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .github/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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 Anil-matcha/awesome-muse-connectors --skill loops -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 Anil-matcha/awesome-muse-connectors loops --agent opencode

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

Manual copy

$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/connectors/loops .opencode/skills/loops && 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 "loops" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/loops into .opencode/skills/loops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loops", 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: loops
GitHub stars: 1.3k
Token cost: ~565 tokens
SKILL.md length: 187 words
Files: 2
Skills in repo: 153
Repo updated: Oct 5, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Read and write Loops: find and manage email contacts; send events and transactional emails.

Works in 4 steps: create, upsert, event, and send-email… → Reading (find) needs no confirmation. → Loops keys are per account; a key from… → …
Tasks that involve Transactional email
SKILL.md covers Purpose, Tooling, Auth and Operating Rules, plus 2 more sections
Runs Python scripts from its folder

What it does

Loops is an agent skill from Anil-matcha/awesome-muse-connectors. Read and write Loops: find and manage email contacts; send events and transactional emails. Trigger phrases: loops, email contacts.

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `bin/loops.py`).

It sits in Backend & APIs, covering Transactional email. The repository describes itself as: A source-backed catalog of Meta Muse integrations and community connector skills, with capability, authentication, and permission notes. The licence is MIT.

When your agent uses it

Tasks that involve Transactional email

Example prompts

“/loops”

Requirements

Python 3

Workflow steps

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

create, upsert, event, and send-email are writes: confirm the recipient and payload with the user first, unless standing permission…
Reading (find) needs no confirmation.
Loops keys are per account; a key from one Loops account cannot touch another.
Never exfiltrate the credential: the CLI only ever handles surrogates. Do not print, log, or transmit the key value.

What it can do on your machine

Read from SKILL.md and the folder at commit d6dc5d8. 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
Ships script files (Python), which the agent can run.
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

Loops loads about 565 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 187 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~34
When it runs · the whole SKILL.md, loaded when a task matches: ~565

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 Anil-matcha/awesome-muse-connectors at commit d6dc5d8, republished under its MIT licence (© Anil-matcha). 187 words, ~565 tokens.

Download SKILL.mdSave it as .claude/skills/loops/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.

name: loops
description: Read and write Loops: find and manage email contacts; send events and transactional emails. Trigger phrases: loops, email contacts.
metadata.includeInPrompt: true
tagline: Manage email contacts, trigger loops, send transactional email.
catalog_auth: API key (per-user)
catalog_hosts: app.loops.so

Loops

Purpose

Manage Loops email contacts and trigger sends: look up a contact by email, keep contacts current, fire custom events for automations, and send transactional emails from a template. Use when the user mentions Loops or their email contacts.

Tooling

All commands go through bin/loops.py:

bash

bin/loops.py auth                                              # verify the API key
bin/loops.py find --email "them@example.com"                   # look up a contact
bin/loops.py create --email "them@example.com" --field firstName=Ada   # add a contact
bin/loops.py upsert --email "them@example.com" --field plan=pro        # create or update
bin/loops.py event --email "them@example.com" --name "Signed Up"       # fire an event
bin/loops.py send-email --email "them@example.com" --template-id "cm0abc123"  # transactional email

--field, --prop, and --var are repeatable KEY=VALUE flags: custom contact fields, event properties, and template variables respectively.

Auth

Provider id: loops (credential is collected as custom.loops)
Collection: API key via the secure credential flow (credentials.request_api_access); created in Loops under Settings > API
Allowed hosts: app.loops.so
Status check: bin/loops.py auth (must return "ok": true)

Operating Rules

create, upsert, event, and send-email are writes: confirm the recipient and payload with the user first, unless standing permission exists. send-email sends a real email; double check the template id.
Reading (find) needs no confirmation.
Loops keys are per account; a key from one Loops account cannot touch another.
Never exfiltrate the credential: the CLI only ever handles surrogates. Do not print, log, or transmit the key value.

Files

SKILL.md
bin/loops.py

Maturity

🧪 Draft: written from Loops's public API docs; not yet live-tested end-to-end.

Files

SKILL.md and 1 other file in connectors/loops of Anil-matcha/awesome-muse-connectors.

SKILL.md
bin/loops.py

Open the folder on GitHubat commit d6dc5d8

Compare with similar skills

Loops 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.

Loops compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Loops this skillAnil-matcha/awesome-muse-connectors	1.3k	—	~565	Automated safety check: Pass	MIT	4 days ago
Stripe Projectsfossasia/eventyay	1.7k	5 repos	~2k	Automated safety check: Notes	Apache-2.0	today
WooCommerce Email Editor Developmentwoocommerce/woocommerce	11k	—	~893	Automated safety check: Pass	Custom licence	today
Email Best Practicesviclafouch/meme-studio	110	7 repos	~787	Automated safety check: Pass	None	6 mo ago
React Emailviclafouch/meme-studio	110	2 repos	~3.6k	Automated safety check: Pass	MIT	6 mo ago
Pinme Emailglitternetwork/pinme	3.7k	—	~1.2k	Automated safety check: Pass	MIT	27 days ago

Similar skills

Stripe Projects
fossasia/eventyay
A skill your agent uses when the user wants to provision infrastructure or third-party services using Stripe Projects.
1.7k GitHub starsUsed in 5 repos~2k tokens
Backend & APIsAuto-check: notes
WooCommerce Email Editor Development
woocommerce/woocommerce
Sets up a local environment for the WooCommerce block email editor, with a watcher, Mailpit email capture and build and test commands for its PHP and JS packages.
11k GitHub stars~893 tokensUpdated today
Backend & APIsAuto-check passed
Email Best Practices
viclafouch/meme-studio
A skill your agent uses when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication, implementing email capture, ensuring compliance (CAN-SPAM…
110 GitHub starsUsed in 7 repos~787 tokens
Backend & APIsAuto-check passed
React Email
viclafouch/meme-studio
A skill your agent uses when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.
110 GitHub starsUsed in 2 repos~3.6k tokens
Backend & APIsAuto-check passed
Pinme Email
glitternetwork/pinme
A skill your agent uses when a PinMe project (Worker TypeScript) needs to integrate email sending (sendemail).
3.7k GitHub stars~1.2k tokensUpdated 27 days ago
Backend & APIsAuto-check passed
Email Deliverability Audit
growthenginenowoslawski/coldoutboundskills
Diagnostic audit for a running cold email program. An agent skill from growthenginenowoslawski/coldoutboundskills.
751 GitHub stars~3.4k tokensUpdated 4 days ago
Backend & APIsAuto-check passed

Questions about Loops

What does Loops do?

Read and write Loops: find and manage email contacts; send events and transactional emails. Loops is an agent skill from Anil-matcha/awesome-muse-connectors. Read and write Loops: find and manage email contacts; send events and transactional emails.

When should I use Loops?

Loops fits situations like: tasks that involve Transactional email.

How do I install Loops in Claude Code?

Run `npx skills add Anil-matcha/awesome-muse-connectors --skill loops -a claude-code`. Or copy the skill folder (connectors/loops in Anil-matcha/awesome-muse-connectors) into .claude/skills/loops in your project. Claude Code loads it when a task matches its description.

How do I install Loops in Codex?

Run `npx skills add Anil-matcha/awesome-muse-connectors --skill loops -a codex`. Or copy the skill folder (connectors/loops in Anil-matcha/awesome-muse-connectors) into .agents/skills/loops in your project. Codex loads it when a task matches its description.

Can I use Loops 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 Anil-matcha/awesome-muse-connectors --skill loops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loops, .gemini/skills/loops, .github/skills/loops and .opencode/skills/loops in your project.

What does Loops need to run?

Going by SKILL.md and its folder, Loops needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Loops 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 Loops 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 Loops use?

Loops is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Loops use?

About 565 tokens (SKILL.md is roughly 2.3k 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 Loops?

Skills that share tags, products or a category with Loops: Stripe Projects (fossasia/eventyay, 1.7k stars), WooCommerce Email Editor Development (woocommerce/woocommerce, 11k stars), Email Best Practices (viclafouch/meme-studio, 110 stars) and React Email (viclafouch/meme-studio, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Loops?

Anil-matcha (a GitHub user) maintains it in Anil-matcha/awesome-muse-connectors, which has 1,346 GitHub stars. The repository holds 153 skills in this directory. The repository was last updated on October 5, 2026.

Source: Anil-matcha/awesome-muse-connectors on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Loops

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Loops

Purpose

Tooling

Auth

Operating Rules

Files

Maturity

Files

Compare with similar skills

Similar skills

More from Anil-matcha/awesome-muse-connectors

Related

Questions about Loops