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Agent skill

Native Trigger

by windmill-labs in windmill-labs/windmill

Guidance for adding native trigger services to Windmill. An agent skill from windmill-labs/windmill.

Custom licenceAuto-check passedBackend & APIs

Install Native Trigger

skills CLI
$ npx skills add windmill-labs/windmill --skill native-trigger -a claude-code

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

GitHub CLI
$ gh skill install windmill-labs/windmill native-trigger --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/windmill-labs/windmill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/native-trigger .claude/skills/native-trigger && 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/

Facts

Skill name
native-trigger
GitHub stars
18k
Token cost
~7.9k tokens
SKILL.md length
1,487 words
Files
1
Skills in repo
42
Repo updated
First seen
Licence
Custom licence

At a glance

Guidance for adding native trigger services to Windmill. An agent skill from windmill-labs/windmill.

  • Works in 12 steps: Database Migration → Update windmill-common Enums → Backend Service Module → …
  • Services to Windmill
  • SKILL.md covers Architecture Overview, Core Concepts, Step-by-Step Implementation… and Special Patterns
  • Calls npm, cargo and npx; reaches windmill.dev and oauth2.googleapis.com

What it does

Native Trigger is an agent skill from windmill-labs/windmill. Guidance for adding native trigger services to Windmill. Use when implementing or modifying native trigger integrations across the backend and frontend.

Its SKILL.md is about 7.9k 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 Backend & APIs. It works with Svelte. The repository describes itself as: Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to…

When your agent uses it

  • Services to Windmill
  • Modifying native trigger integrations across the backend and frontend

Example prompts

  • “/native-trigger”

Workflow steps

12 steps, taken from the step headings in SKILL.md.

  1. Database Migration
  2. Update windmill-common Enums
  3. Backend Service Module
  4. Update lib.rs Registry
  5. Update handler.rs Routes
  6. Update sync.rs
  7. Frontend Service Registry
  8. Frontend Trigger Form Component
  9. Frontend Icon Component
  10. Update NativeTriggerEditor
  11. Workspace Integration UI
  12. Update frontend/src/lib/components/triggers/utils.ts

What it can do on your machine

Read from SKILL.md and the folder at commit eab3dd5. 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

    Shell commands in SKILL.md call:

    • npm
    • cargo
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • windmill.dev
    • oauth2.googleapis.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

Native Trigger loads about 7.9k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 1,487 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~7.9k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,487 words (~7,912 tokens).

“This skill provides comprehensive guidance for adding new native trigger services to Windmill. Native triggers allow external services (like Nextcloud, Google Drive, etc.) to trigger Windmill scripts/flows via webhooks or push notifications.”

— opening of SKILL.md by windmill-labs, Custom licence
name
native-trigger

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/native-trigger of windmill-labs/windmill.

Open the folder on GitHubat commit eab3dd5

Compare with similar skills

Native Trigger 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.

Native Trigger compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Native Trigger this skillwindmill-labs/windmill18k—~7.9kAutomated safety check: PassCustom licence
Nocturne Remote Functionsnightscout/nocturne139—~2.3kAutomated safety check: PassNone
Olore Tanstack Query 4olorehq/olore103—~583Automated safety check: PassMIT
Wayfinder Developmentslimani-dev/muraqib1281 repos~622Automated safety check: PassMIT
Openapi Typescriptgetopenpost/openpost653—~887Automated safety check: PassAGPL-3.0
Portable Text Serializationsanity-io/agent-toolkit1871 repos~1.1kAutomated safety check: PassMIT

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Works with

Categories

Questions about Native Trigger

What does Native Trigger do?

Guidance for adding native trigger services to Windmill. An agent skill from windmill-labs/windmill. Native Trigger is an agent skill from windmill-labs/windmill. Guidance for adding native trigger services to Windmill.

When should I use Native Trigger?

Native Trigger fits situations like: services to Windmill; modifying native trigger integrations across the backend and frontend.

How do I install Native Trigger in Claude Code?

Run `npx skills add windmill-labs/windmill --skill native-trigger -a claude-code`. Or copy the skill folder (.agents/skills/native-trigger in windmill-labs/windmill) into .claude/skills/native-trigger in your project. Claude Code loads it when a task matches its description.

How do I install Native Trigger in Codex?

Run `npx skills add windmill-labs/windmill --skill native-trigger -a codex`. Or copy the skill folder (.agents/skills/native-trigger in windmill-labs/windmill) into .agents/skills/native-trigger in your project. Codex loads it when a task matches its description.

Can I use Native Trigger 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 windmill-labs/windmill --skill native-trigger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/native-trigger, .gemini/skills/native-trigger, .github/skills/native-trigger and .opencode/skills/native-trigger in your project.

What does Native Trigger need to run?

Going by SKILL.md and its folder, Native Trigger needs the command-line tools its instructions call (npm, cargo and npx).

Does Native Trigger access the network?

SKILL.md names 2 domains. In commands or code: windmill.dev and oauth2.googleapis.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Native Trigger 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 Native Trigger use?

Native Trigger has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Native Trigger use?

About 7.9k tokens (SKILL.md is roughly 32k 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 Native Trigger?

Skills that share tags, products or a category with Native Trigger: Nocturne Remote Functions (nightscout/nocturne, 139 stars), Olore Tanstack Query 4 (olorehq/olore, 103 stars), Wayfinder Development (slimani-dev/muraqib, 128 stars) and Openapi Typescript (getopenpost/openpost, 653 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Native Trigger?

windmill-labs (a GitHub organization) maintains it in windmill-labs/windmill, which has 18,117 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 7, 2026.

Source: windmill-labs/windmill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.