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Prowler Ci

OrganizationPopular
prowler-cloud
prowler-ci

Helps with Prowler repository CI and PR gates (GitHub Actions workflows). Trigger: When investigating CI checks failing on a PR, PR title validation, changelog gate/no-changelog label, conflict marker checks, secret scanning, CODEOWNERS/labeler automation, or anything under .github/workflows.

Overview

Publisherprowler-cloud
Repositoryprowler
Skill nameprowler-ci
Stars
14.8K
Forks
2.4K
Bundled files
Instructions only
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

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

Installation

Install the Prowler Ci 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-ci .claude/skills/prowler-ci
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Prowler Ci 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 Ci 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 Ci 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.

What this skill covers

Use this skill whenever you are:

  • Reading or changing GitHub Actions workflows under .github/workflows/
  • Explaining why a PR fails checks (title, changelog, conflict markers, secret scanning)
  • Figuring out which workflows run for UI/API/SDK changes and why
  • Diagnosing path-filtering behavior (why a workflow did/didn't run)

Quick map (where to look)

  • PR template: .github/pull_request_template.md
  • PR title validation: .github/workflows/conventional-commit.yml
  • Changelog gate: .github/workflows/pr-check-changelog.yml (requires a fragment under <component>/changelog.d/)
  • Changelog compile (release time): .github/workflows/compile-changelogs.yml
  • Conflict markers check: .github/workflows/pr-conflict-checker.yml
  • Secret scanning: .github/workflows/find-secrets.yml
  • Auto labels: .github/workflows/labeler.yml and .github/labeler.yml
  • Review ownership: .github/CODEOWNERS

Debug checklist (PR failing checks)

  1. Identify which workflow/job is failing (name + file under .github/workflows/).
  2. Check path filters: is the workflow supposed to run for your changed files?
  3. If it's a title check: verify PR title matches Conventional Commits.
  4. If it's changelog: verify a valid fragment exists under the right <component>/changelog.d/ OR apply no-changelog label.
  5. If it's conflict checker: remove <<<<<<<, =======, >>>>>>> markers.
  6. If it's secrets (TruffleHog): see section below.

TruffleHog Secret Scanning

TruffleHog scans for leaked secrets. Common false positives in test files:

Patterns that trigger TruffleHog:

  • sk-*T3BlbkFJ* - OpenAI API keys
  • AKIA[A-Z0-9]{16} - AWS Access Keys
  • ghp_* / gho_* - GitHub tokens
  • Base64-encoded strings that look like credentials

Fix for test files:

python
# BAD - looks like real OpenAI key
api_key = "sk-test1234567890T3BlbkFJtest1234567890"

# GOOD - obviously fake
api_key = "sk-fake-test-key-for-unit-testing-only"

If TruffleHog flags a real secret:

  1. Remove the secret from the code immediately
  2. Rotate the credential (it's now in git history)
  3. Consider using .trufflehog-ignore for known false positives (rarely needed)

Notes

  • Keep prowler-pr focused on creating PRs and filling the template.
  • Use prowler-ci for CI policies and gates that apply to PRs.

Frequently asked questions

What does the Prowler Ci AI skill do?

Helps with Prowler repository CI and PR gates (GitHub Actions workflows). Trigger: When investigating CI checks failing on a PR, PR title validation, changelog gate/no-changelog label, conflict marker checks, secret scanning, CODEOWNERS/labeler automation, or anything under .github/workflows.

Why use Prowler Ci on TypingMind?

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

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

Which AI models can use Prowler Ci?

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 Ci?

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

Is the Prowler Ci 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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