Prowler Compliance Review logo

Prowler Compliance Review

OrganizationPopular
prowler-cloud
prowler-compliance-review

Reviews Pull Requests that add or modify compliance frameworks. Trigger: When reviewing PRs with compliance framework changes, CIS/NIST/PCI-DSS additions, or compliance JSON files.

Overview

Publisherprowler-cloud
Repositoryprowler
Skill nameprowler-compliance-review
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 Prowler Compliance Review 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-compliance-review .claude/skills/prowler-compliance-review
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Prowler Compliance Review 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 Compliance Review 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 Compliance Review 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.

When to Use

  • Reviewing PRs that add new compliance frameworks
  • Reviewing PRs that modify existing compliance frameworks
  • Validating compliance framework JSON structure before merge

Review Checklist (Critical)

CheckCommand/MethodPass Criteria
JSON Validpython3 -m json.tool file.jsonNo syntax errors
All Checks ExistRun validation script0 missing checks
No Duplicate IDsRun validation script0 duplicate requirement IDs
Changelog fragmentManual reviewFragment present under prowler/changelog.d/
Dashboard FileCompare with existingFollows established pattern
Framework MetadataManual reviewAll required fields populated

Commands

bash
# 1. Validate JSON syntax
python3 -m json.tool prowler/compliance/{provider}/{framework}.json > /dev/null \
  && echo "Valid JSON" || echo "INVALID JSON"

# 2. Run full validation script
python3 skills/prowler-compliance-review/assets/validate_compliance.py \
  prowler/compliance/{provider}/{framework}.json

# 3. Compare dashboard with existing (find similar framework)
diff dashboard/compliance/{new_framework}.py \
     dashboard/compliance/{existing_framework}.py

Decision Tree

text
JSON Valid?
├── No → FAIL: Fix JSON syntax errors
└── Yes ↓
    All Checks Exist in Codebase?
    ├── Missing checks → FAIL: Add missing checks or remove from framework
    └── All exist ↓
        Duplicate Requirement IDs?
        ├── Yes → FAIL: Fix duplicate IDs
        └── No ↓
            Changelog Fragment Present?
            ├── No → REQUEST CHANGES: Add changelog fragment
            └── Yes ↓
                Dashboard File Follows Pattern?
                ├── No → REQUEST CHANGES: Fix dashboard pattern
                └── Yes ↓
                    Framework Metadata Complete?
                    ├── No → REQUEST CHANGES: Add missing metadata
                    └── Yes → APPROVE

Framework Structure Reference

Compliance frameworks are JSON files in: prowler/compliance/{provider}/{framework}.json

json
{
  "Framework": "CIS",
  "Name": "CIS Provider Benchmark vX.Y.Z",
  "Version": "X.Y",
  "Provider": "AWS|Azure|GCP|...",
  "Description": "Framework description...",
  "Requirements": [
    {
      "Id": "1.1",
      "Description": "Requirement description",
      "Checks": ["check_name_1", "check_name_2"],
      "Attributes": [
        {
          "Section": "1 Section Name",
          "SubSection": "1.1 Subsection (optional)",
          "Profile": "Level 1|Level 2",
          "AssessmentStatus": "Automated|Manual",
          "Description": "...",
          "RationaleStatement": "...",
          "ImpactStatement": "...",
          "RemediationProcedure": "...",
          "AuditProcedure": "...",
          "AdditionalInformation": "...",
          "References": "...",
          "DefaultValue": "..."
        }
      ]
    }
  ]
}

Common Issues

IssueHow to DetectResolution
Missing checksValidation script reports missingAdd check implementation or remove from Checks array
Duplicate IDsValidation script reports duplicatesEnsure each requirement has unique ID
Empty Checks for AutomatedAssessmentStatus is Automated but Checks is emptyAdd checks or change to Manual
Wrong file locationFramework not in prowler/compliance/{provider}/Move to correct directory
Missing dashboard fileNo corresponding dashboard/compliance/{framework}.pyCreate dashboard file following pattern
Changelog fragment missingNo fragment file in the PR diffAdd a fragment under prowler/changelog.d/

Dashboard File Pattern

Dashboard files must be in dashboard/compliance/ and follow this exact pattern:

python
import warnings

from dashboard.common_methods import get_section_containers_cis

warnings.filterwarnings("ignore")


def get_table(data):

    aux = data[
        [
            "REQUIREMENTS_ID",
            "REQUIREMENTS_DESCRIPTION",
            "REQUIREMENTS_ATTRIBUTES_SECTION",
            "CHECKID",
            "STATUS",
            "REGION",
            "ACCOUNTID",
            "RESOURCEID",
        ]
    ].copy()

    return get_section_containers_cis(
        aux, "REQUIREMENTS_ID", "REQUIREMENTS_ATTRIBUTES_SECTION"
    )

Testing the Compliance Framework

After validation passes, test the framework with Prowler:

bash
# Verify framework is detected
uv run python prowler-cli.py {provider} --list-compliance | grep {framework}

# Run a quick test with a single check from the framework
uv run python prowler-cli.py {provider} --compliance {framework} --check {check_name}

# Run full compliance scan (dry-run with limited checks)
uv run python prowler-cli.py {provider} --compliance {framework} --checks-limit 5

# Generate compliance report in multiple formats
uv run python prowler-cli.py {provider} --compliance {framework} -M csv json html

Resources

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 Compliance Review AI skill do?

Reviews Pull Requests that add or modify compliance frameworks. Trigger: When reviewing PRs with compliance framework changes, CIS/NIST/PCI-DSS additions, or compliance JSON files.

Why use Prowler Compliance Review on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/prowler-cloud/prowler/tree/master/skills/prowler-compliance-review. 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 Compliance Review?

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 Compliance Review?

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

Is the Prowler Compliance Review 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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