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Prowler Pr

OrganizationPopular
prowler-cloud
prowler-pr

Creates Pull Requests for Prowler following the project template and conventions. Trigger: When working on pull request requirements or creation (PR template sections, PR title Conventional Commits check, changelog gate/no-changelog label), or when inspecting PR-related GitHub workflows like conventional-commit.yml, pr-check-changelog.yml, pr-conflict-checker.yml, labeler.yml, or CODEOWNERS.

Overview

Publisherprowler-cloud
Repositoryprowler
Skill nameprowler-pr
Stars
14.8K
Forks
2.4K
Bundled files
1
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.

  • 1 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 Prowler Pr 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/prowler-pr .claude/skills/prowler-pr
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Prowler Pr 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 Prowler Pr 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 Prowler Pr 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.

PR Creation Process

  1. Analyze changes: git diff main...HEAD to understand ALL commits
  2. Determine affected components: SDK, API, UI, MCP, Docs
  3. Fill template sections based on changes
  4. Create PR with gh pr create

PR Template Structure

markdown
### Context

{Why this change? Link issues with `Fix #XXXX`}

### Description

{Summary of changes and dependencies}

### Steps to review

{How to test/verify the changes}

### Checklist

<details>

<summary><b>Community Checklist</b></summary>

- [ ] This feature/issue is listed in [here](https://github.com/prowler-cloud/prowler/issues?q=sort%3Aupdated-desc+is%3Aissue+is%3Aopen) or roadmap.prowler.com
- [ ] Is it assigned to me, if not, request it via the issue/feature in [here](https://github.com/prowler-cloud/prowler/issues?q=sort%3Aupdated-desc+is%3Aissue+is%3Aopen) or [Prowler Community Slack](goto.prowler.com/slack)

</details>

- Are there new checks included in this PR? Yes / No
    - If so, do we need to update permissions for the provider?
- [ ] Review if the code is being covered by tests.
- [ ] Review if code is being documented following https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings
- [ ] Review if backport is needed.
- [ ] Review if is needed to change the Readme.md
- [ ] Ensure a changelog fragment is added under <component>/changelog.d/, if applicable.

#### SDK/CLI
- Are there new checks included in this PR? Yes / No
    - If so, do we need to update permissions for the provider? Please review this carefully.

#### UI (if applicable)
- [ ] All issue/task requirements work as expected on the UI
- [ ] Screenshots/Video - Mobile (X < 640px)
- [ ] Screenshots/Video - Tablet (640px > X < 1024px)
- [ ] Screenshots/Video - Desktop (X > 1024px)
- [ ] Ensure a changelog fragment is added under ui/changelog.d/

#### API (if applicable)
- [ ] All issue/task requirements work as expected on the API
- [ ] Endpoint response output (if applicable)
- [ ] EXPLAIN ANALYZE output for new/modified queries or indexes (if applicable)
- [ ] Performance test results (if applicable)
- [ ] Any other relevant evidence of the implementation (if applicable)
- [ ] Verify if API specs need to be regenerated.
- [ ] Check if version updates are required.
- [ ] Ensure a changelog fragment is added under api/changelog.d/

### License

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

Component-Specific Rules

ComponentChangelog fragmentExtra Checks
SDKprowler/changelog.d/New checks → permissions update?
APIapi/changelog.d/API specs, version bump, endpoint output, EXPLAIN ANALYZE, performance
UIui/changelog.d/Screenshots for Mobile/Tablet/Desktop
MCPmcp_server/changelog.d/N/A

Commands

bash
# Check current branch status
git status
git log main..HEAD --oneline

# View full diff
git diff main...HEAD

# Create PR with heredoc for body
gh pr create --title "feat: description" --body "$(cat <<'EOF'
### Context
...
EOF
)"

# Create draft PR
gh pr create --draft --title "feat: description"

Title Conventions

Follow conventional commits:

  • feat: New feature
  • fix: Bug fix
  • docs: Documentation
  • chore: Maintenance
  • refactor: Code restructure
  • test: Tests

Before Creating PR

  1. ✅ All tests pass locally
  2. ✅ Linting passes (make lint or component-specific)
  3. ✅ Changelog fragment added (if applicable)
  4. ✅ Branch is up to date with main
  5. ✅ Commits are clean and descriptive

Before Re-Requesting Review (REQUIRED)

Resolve or respond to every open inline review thread before re-requesting review:

  1. Agreed + fixed: Commit the change. Reply with the commit hash so the reviewer can verify quickly:

    Fixed in abc1234.

  2. Agreed but deferred: Explain why it's out of scope for this PR and where it's tracked.
  3. Disagreed: Reply with clear technical reasoning. Do not leave threads silently open.
  4. Re-request review only after all threads are in a clean state — either resolved or explicitly responded to.

Rule of thumb: A reviewer should never have to wonder "did they see my comment?" when they re-open the PR.

Resources

  • Documentation: See references/ for links to local developer guide

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 Prowler Pr AI skill do?

Creates Pull Requests for Prowler following the project template and conventions. Trigger: When working on pull request requirements or creation (PR template sections, PR title Conventional Commits check, changelog gate/no-changelog label), or when inspecting PR-related GitHub workflows like conventional-commit.yml, pr-check-changelog.yml, pr-conflict-checker.yml, labeler.yml, or CODEOWNERS.

Why use Prowler Pr on TypingMind?

Because you install it once and use it with any model. Prowler Pr 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 Prowler Pr in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/prowler-cloud/prowler/tree/master/skills/prowler-pr. 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 Prowler Pr?

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 Prowler Pr?

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

Is the Prowler Pr 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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