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Skill Sync

OrganizationPopular
prowler-cloud
skill-sync

Syncs skill metadata to AGENTS.md Auto-invoke sections. Trigger: When updating skill metadata (metadata.scope/metadata.auto_invoke), regenerating Auto-invoke tables, or running ./skills/skill-sync/assets/sync.sh (including --dry-run/--scope).

Overview

Publisherprowler-cloud
Repositoryprowler
Skill nameskill-sync
Stars
14.8K
Forks
2.4K
Bundled files
2
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by prowler-cloud on GitHub. Read the source before you install it.

Installation

Install the Skill Sync AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/prowler-cloud/prowler.git /tmp/prowler
mkdir -p .claude/skills
cp -r /tmp/prowler/skills/skill-sync .claude/skills/skill-sync
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Sync in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Skill Sync on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Skill Sync is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Purpose

Keeps AGENTS.md Auto-invoke sections in sync with skill metadata. When you create or modify a skill, run the sync script to automatically update all affected AGENTS.md files.

Required Skill Metadata

Each skill that should appear in Auto-invoke sections needs these fields in metadata.

auto_invoke can be either a single string or a list of actions:

yaml
metadata:
  author: prowler-cloud
  version: "1.0"
  scope: [ui]                                    # Which AGENTS.md: ui, api, sdk, root

  # Option A: single action
  auto_invoke: "Creating/modifying components"

  # Option B: multiple actions
  # auto_invoke:
  #   - "Creating/modifying components"
  #   - "Refactoring component folder placement"

Scope Values

ScopeUpdates
rootAGENTS.md (repo root)
uiui/AGENTS.md
apiapi/AGENTS.md
sdkprowler/AGENTS.md
mcp_servermcp_server/AGENTS.md

Skills can have multiple scopes: scope: [ui, api]


Usage

After Creating/Modifying a Skill

bash
./skills/skill-sync/assets/sync.sh

What It Does

  1. Reads all skills/*/SKILL.md files
  2. Extracts metadata.scope and metadata.auto_invoke
  3. Generates Auto-invoke tables for each AGENTS.md
  4. Updates the ### Auto-invoke Skills section in each file

Example

Given this skill metadata:

yaml
# skills/prowler-ui/SKILL.md
metadata:
  author: prowler-cloud
  version: "1.0"
  scope: [ui]
  auto_invoke: "Creating/modifying React components"

The sync script generates in ui/AGENTS.md:

markdown
### Auto-invoke Skills

When performing these actions, ALWAYS invoke the corresponding skill FIRST:

| Action | Skill |
|--------|-------|
| Creating/modifying React components | `prowler-ui` |

Commands

bash
# Sync all AGENTS.md files
./skills/skill-sync/assets/sync.sh

# Dry run (show what would change)
./skills/skill-sync/assets/sync.sh --dry-run

# Sync specific scope only
./skills/skill-sync/assets/sync.sh --scope ui

Checklist After Modifying Skills

  • Added metadata.scope to new/modified skill
  • Added metadata.auto_invoke with action description
  • Ran ./skills/skill-sync/assets/sync.sh
  • Verified AGENTS.md files updated correctly

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Skill Sync AI skill do?

Syncs skill metadata to AGENTS.md Auto-invoke sections. Trigger: When updating skill metadata (metadata.scope/metadata.auto_invoke), regenerating Auto-invoke tables, or running ./skills/skill-sync/assets/sync.sh (including --dry-run/--scope).

Why use Skill Sync on TypingMind?

Because you install it once and use it with any model. Skill Sync is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Skill Sync in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/prowler-cloud/prowler/tree/master/skills/skill-sync. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Skill Sync?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Skill Sync?

As many as you like. As long as a model supports skills, you can use Skill Sync with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Skill Sync AI skill free?

Yes. It is published on GitHub by prowler-cloud under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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