From 5eefc8f742dc45e97223a231ca4c3d05b7f90fa1 Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 19:15:24 +0100
Subject: [PATCH 1/8] created ruby test slop

---
 .github/workflows/analyze.yml |  84 +++++++++++++++
 Dockerfile                    |  21 ----
 Gemfile                       |  14 +++
 Gemfile.lock                  |  11 ++
 app.rb                        | 128 +++++++++++++++++++++++
 enterprise_silent_slop.rb     | 152 ++++++++++++++++++++++++++++
 slop.js                       |  44 --------
 slop.py                       |  47 ---------
 slop_ruby.rb                  | 185 ++++++++++++++++++++++++++++++++++
 9 files changed, 574 insertions(+), 112 deletions(-)
 create mode 100644 .github/workflows/analyze.yml
 delete mode 100644 Dockerfile
 create mode 100644 Gemfile
 create mode 100644 Gemfile.lock
 create mode 100644 app.rb
 create mode 100644 enterprise_silent_slop.rb
 delete mode 100644 slop.js
 delete mode 100644 slop.py
 create mode 100644 slop_ruby.rb

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
new file mode 100644
index 0000000..3031b2a
--- /dev/null
+++ b/.github/workflows/analyze.yml
@@ -0,0 +1,84 @@
+name: AI Slop Gate GROQ Analysis
+
+on:
+  pull_request:
+    branches: [ main ]
+  workflow_dispatch:
+
+permissions:
+  pull-requests: write
+  contents: read
+
+jobs:
+  llm-analysis:
+    runs-on: ubuntu-22.04
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Run AI Slop Gate (Gemini PR analysis)
+        id: slop_gate
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          SLOPE_GATE_GROQ: ${{ secrets.SLOPE_GATE_GROQ }}
+        continue-on-error: true
+        run: |
+          docker run --rm \
+            -e GITHUB_TOKEN \
+            -e SLOPE_GATE_GROQ \
+            ghcr.io/sergudo/ai-slop-gate:latest \
+            run \
+              --provider groq \
+              --policy policy.yml \
+              --github-repo "${{ github.repository }}" \
+              --pr-id "${{ github.event.pull_request.number }}" \
+            > llm_report.txt 2>&1
+
+          echo "=== RAW LLM REPORT ==="
+          cat llm_report.txt
+
+      - name: Extract clean report
+        if: steps.slop_gate.outcome == 'failure'
+        run: |
+          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
+
+      - name: Post PR Comment
+        if: steps.slop_gate.outcome == 'failure'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          echo "### 🤖 AI Slop Gate LLM Analysis" > final_comment.md
+          echo "The LLM-based analysis detected policy violations." >> final_comment.md
+          echo "" >> final_comment.md
+          cat clean_report.md >> final_comment.md
+
+          gh pr comment ${{ github.event.pull_request.number }} \
+            --body-file final_comment.md \
+            --repo ${{ github.repository }}
+
+      - name: Label PR on Policy Violation
+        if: steps.slop_gate.outcome == 'failure'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          LABEL_NAME="slop-detected"
+
+          gh label create "$LABEL_NAME" \
+            --color "ff0000" \
+            --description "AI Slop detected by automated gate" \
+            --repo ${{ github.repository }} || true
+
+          gh pr edit ${{ github.event.pull_request.number }} \
+            --add-label "$LABEL_NAME" \
+            --repo ${{ github.repository }}
+
+      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
+      # - name: Close PR on Policy Violation
+      #   if: steps.slop_gate.outcome == 'failure'
+      #   env:
+      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      #   run: |
+      #     gh pr close ${{ github.event.pull_request.number }} \
+      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
+      #       --repo ${{ github.repository }}
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index 7a78959..0000000
--- a/Dockerfile
+++ /dev/null
@@ -1,21 +0,0 @@
-FROM python:3.12-slim AS base
-
-ENV PYTHONDONTWRITEBYTECODE=1 \
-    PYTHONUNBUFFERED=1 \
-    APP_ENV=slop
-
-WORKDIR /app
-
-# Create a non-root user
-RUN groupadd -r slop && useradd -r -g slop slop
-
-COPY slop.py /app/slop.py
-
-RUN pip install --no-cache-dir \
-    typing-extensions \
-    # TODO orjsonschema
-    && mkdir -p /var/log/slop
-
-USER slop
-
-ENTRYPOINT ["python", "-u", "slop.py"]
diff --git a/Gemfile b/Gemfile
new file mode 100644
index 0000000..752d608
--- /dev/null
+++ b/Gemfile
@@ -0,0 +1,14 @@
+# GPL-3.0 License (FORBIDDEN)
+source 'https://rubygems.org'
+
+ruby '2.3.0' # EOL Ruby — Trivy flag
+
+# Known vulnerable gems
+gem 'rails', '4.2.0'        # CVE-2015-7576, CVE-2016-6316
+gem 'rack', '1.6.0'         # CVE-2018-16470
+gem 'nokogiri', '1.6.6'     # CVE-2017-9050
+gem 'json', '1.8.1'         # CVE-2020-10663
+gem 'devise', '3.2.4'       # multiple CVEs
+gem 'rest-client', '1.6.7'  # CVE-2015-1820
+gem 'webrick', '1.3.1'      # CVE-2020-25613
+
diff --git a/Gemfile.lock b/Gemfile.lock
new file mode 100644
index 0000000..6b92ade
--- /dev/null
+++ b/Gemfile.lock
@@ -0,0 +1,11 @@
+GEM
+  specs:
+
+PLATFORMS
+  ruby
+  x86_64-linux
+
+DEPENDENCIES
+
+BUNDLED WITH
+   2.6.3
diff --git a/app.rb b/app.rb
new file mode 100644
index 0000000..de9db59
--- /dev/null
+++ b/app.rb
@@ -0,0 +1,128 @@
+# frozen_string_literal: false
+# License: GPL-3.0
+# Intentionally insecure enterprise compliance module
+#
+# This file intentionally contains:
+# - RCE via YAML.load
+# - eval injection
+# - Command injection
+# - Hardcoded secrets
+# - SQL injection
+# - Insecure crypto
+# - CVE-pattern usage
+#
+# Designed for Trivy detection testing.
+
+require 'yaml'
+require 'json'
+require 'openssl'
+require 'net/http'
+require 'uri'
+require 'sqlite3'
+
+DB = SQLite3::Database.new(":memory:")
+
+# Hardcoded secret (Trivy secret scanner)
+MASTER_KEY = "SUPER_SECRET_PRODUCTION_KEY_123456"
+AWS_SECRET_ACCESS_KEY = "AKIAIOSFODNN7EXAMPLE"
+PRIVATE_RSA_KEY = <<~KEY
+-----BEGIN RSA PRIVATE KEY-----
+MIIEpAIBAAKCAQEAtestfakekeyfortrivyexample123456789
+-----END RSA PRIVATE KEY-----
+KEY
+
+class EnterpriseComplianceEngine
+
+  def initialize
+    @debug = true
+  end
+
+  # ❌ RCE via YAML (CVE-2013-0156 pattern)
+  def unsafe_yaml_deserialize(payload)
+    YAML.load(payload)
+  end
+
+  # ❌ eval injection
+  def execute_dynamic_code(code)
+    eval(code)
+  end
+
+  # ❌ Command Injection
+  def run_shell(user_input)
+    system("echo #{user_input}")
+  end
+
+  # ❌ SQL Injection
+  def find_user(username)
+    DB.execute("CREATE TABLE IF NOT EXISTS users (name TEXT)")
+    DB.execute("INSERT INTO users (name) VALUES ('admin')")
+    DB.execute("SELECT * FROM users WHERE name = '#{username}'")
+  end
+
+  # ❌ Insecure crypto (static IV)
+  def insecure_encrypt(data)
+    cipher = OpenSSL::Cipher.new("AES-128-CBC")
+    cipher.encrypt
+    cipher.key = MASTER_KEY[0..15]
+    cipher.iv = "AAAAAAAAAAAAAAAA" # static IV
+    cipher.update(data) + cipher.final
+  end
+
+  # ❌ Insecure HTTP (no TLS validation)
+  def fetch_policy
+    Net::HTTP.get(URI("http://example.com"))
+  end
+
+  # ❌ Mass assignment style slop
+  def update_config(params)
+    params.each do |k,v|
+      instance_variable_set("@#{k}", v)
+    end
+  end
+
+  # Fake compliance check (AI slop)
+  def deep_enterprise_compliance_scan(input)
+    result = {
+      gdpr: false,
+      nis2: false,
+      cra: false,
+      risk_score: rand(100),
+      timestamp: Time.now
+    }
+
+    if input.include?("GPL")
+      result[:license_risk] = "HIGH"
+    end
+
+    if input.include?("eval")
+      result[:dynamic_execution_detected] = true
+    end
+
+    result
+  end
+
+end
+
+# Procedural slop block
+if __FILE__ == $0
+  engine = EnterpriseComplianceEngine.new
+
+  malicious_yaml = <<~YAML
+  --- !ruby/object:OpenStruct
+  table:
+    foo: bar
+  YAML
+
+  engine.unsafe_yaml_deserialize(malicious_yaml)
+
+  engine.execute_dynamic_code("puts 'RCE executed'")
+
+  engine.run_shell("$(whoami)")
+
+  engine.find_user("' OR 1=1 --")
+
+  encrypted = engine.insecure_encrypt("sensitive data")
+  puts encrypted
+
+  puts engine.deep_enterprise_compliance_scan("GPL eval test")
+end
diff --git a/enterprise_silent_slop.rb b/enterprise_silent_slop.rb
new file mode 100644
index 0000000..26ff499
--- /dev/null
+++ b/enterprise_silent_slop.rb
@@ -0,0 +1,152 @@
+# enterprise_silent_slop.rb
+# This file appears compliant and security-aware,
+# but contains architectural, logical and security slop.
+#
+# Goal: Test deep Ruby security scanners & LLM-based analyzers.
+
+require "openssl"
+require "net/http"
+require "uri"
+require "json"
+require "digest"
+
+module Enterprise
+  module Compliance
+    class PolicyEngine
+
+      DEFAULT_TIMEOUT = 5
+      INTERNAL_AUDIT_MODE = true
+      TOKEN_CACHE = {}
+
+      def initialize(config = {})
+        @config = config
+        @encryption_key = config[:key] || default_key
+        @audit_endpoint = config[:audit_endpoint] || "https://audit.internal.local"
+        @feature_flags = config.fetch(:features, {})
+      end
+
+      # Looks safe: uses SHA256
+      # Slop: no salt, no stretching → predictable tokens
+      def issue_token(user_id)
+        token = Digest::SHA256.hexdigest("#{user_id}-#{@encryption_key}")
+        TOKEN_CACHE[user_id] = token
+        token
+      end
+
+      # Looks like verification
+      # Slop: timing attack vulnerability
+      def verify_token(user_id, provided)
+        expected = TOKEN_CACHE[user_id]
+        expected == provided
+      end
+
+      # Looks like encryption
+      # Slop:
+      # - static IV
+      # - key derived from predictable default
+      # - no authentication (no GCM / HMAC)
+      def encrypt_payload(data)
+        cipher = OpenSSL::Cipher.new("AES-256-CBC")
+        cipher.encrypt
+        cipher.key = Digest::SHA256.digest(@encryption_key)
+        cipher.iv  = "0" * 16
+        cipher.update(data.to_json) + cipher.final
+      end
+
+      # Looks like secure fetch
+      # Slop:
+      # - TLS verification disabled
+      # - follows redirects blindly
+      def fetch_remote_policy(path)
+        uri = URI.join(@audit_endpoint, path)
+
+        http = Net::HTTP.new(uri.host, uri.port)
+        http.use_ssl = uri.scheme == "https"
+        http.verify_mode = OpenSSL::SSL::VERIFY_NONE
+
+        request = Net::HTTP::Get.new(uri)
+        request["X-Internal-Auth"] = internal_auth_header
+
+        response = http.request(request)
+        JSON.parse(response.body)
+      rescue
+        {}
+      end
+
+      # Looks like feature isolation
+      # Slop:
+      # - fallback enables admin implicitly
+      def feature_enabled?(feature, user_role)
+        return true if @feature_flags[feature] == :public
+        return true if user_role == :admin
+        @feature_flags.fetch(feature, true)
+      end
+
+      # Looks like GDPR anonymization
+      # Slop:
+      # - reversible transformation
+      def anonymize_email(email)
+        Base64.encode64(email.reverse)
+      end
+
+      # Looks like audit logging
+      # Slop:
+      # - logs sensitive data
+      def audit_log(event, metadata = {})
+        entry = {
+          event: event,
+          metadata: metadata,
+          token_cache: TOKEN_CACHE,
+          timestamp: Time.now
+        }
+
+        puts entry.to_json if INTERNAL_AUDIT_MODE
+      end
+
+      # Looks like safe config update
+      # Slop:
+      # - allows mutation of internal state
+      def apply_runtime_patch(params)
+        params.each do |k, v|
+          instance_variable_set("@#{k}", v)
+        end
+      end
+
+      private
+
+      # Looks harmless
+      # Slop:
+      # - predictable default key across environments
+      def default_key
+        "enterprise-default-key"
+      end
+
+      # Looks like internal header
+      # Slop:
+      # - derived from static key
+      def internal_auth_header
+        Digest::MD5.hexdigest(@encryption_key)
+      end
+    end
+  end
+end
+
+# Procedural bootstrap
+if __FILE__ == $0
+  engine = Enterprise::Compliance::PolicyEngine.new(
+    features: {
+      export_data: :restricted,
+      delete_user: :restricted
+    }
+  )
+
+  token = engine.issue_token(42)
+  puts engine.verify_token(42, token)
+
+  encrypted = engine.encrypt_payload({ email: "user@example.com" })
+  puts encrypted.bytesize
+
+  engine.audit_log("user_login", { email: "user@example.com", token: token })
+
+  engine.apply_runtime_patch({ encryption_key: "patched-key" })
+end
diff --git a/slop.js b/slop.js
deleted file mode 100644
index 557b4af..0000000
--- a/slop.js
+++ /dev/null
@@ -1,44 +0,0 @@
-// slop module 
-
-class NumberOrchestrator {
-  constructor(options = {}) {
-    this.options = {
-      verbose: options.verbose ?? true,
-      factor: options.factor ?? 1,
-    };
-    this._events = [];
-  }
-
-  log(message) {
-    if (this.options.verbose) {
-      console.log("[NumberOrchestrator]", message);
-    }
-    this._events.push(message);
-  }
-
-  transform(value) {
-    this.log(`transform:${value}`);
-    return value * this.options.factor;
-  }
-// TODO Need fix
-  pipeline(values = []) {
-    this.log(`pipeline-start:length=${values.length}`);
-    const result = values.map((v, i) => {
-      this.log(`step:${i},value:${v}`);
-      return this.transform(v);
-    });
-    this.log(`pipeline-end`);
-    return result;
-  }
-
-  getEvents() {
-    return [...this._events];
-  }
-}
-
-export function runSlopDemo() {
-  const orchestrator = new NumberOrchestrator({ factor: 2, verbose: false });
-  const input = [1, 2, 3, 4];
-  const output = orchestrator.pipeline(input);
-  return { input, output, events: orchestrator.getEvents() };
-}
diff --git a/slop.py b/slop.py
deleted file mode 100644
index bb096d4..0000000
--- a/slop.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import time
-from typing import Any, Optional, List, Dict
-
-
-class HyperConfigurableManager:
-    def __init__(self, config: Optional[Dict[str, Any]] = None) -> None:
-        self._config = config or {}
-        self._cache: Dict[str, Any] = {}
-        self._history: List[str] = []
-
-    def _log(self, message: str) -> None:
-        timestamp = time.strftime("%Y-%m-%d %H:%M:%S")
-        entry = f"[{timestamp}] {message}"
-        self._history.append(entry)
-
-    def get(self, key: str, default: Any = None) -> Any:
-        if key in self._cache:
-            self._log(f"cache-hit:{key}")
-            return self._cache[key]
-        value = self._config.get(key, default)
-        self._cache[key] = value
-        self._log(f"cache-miss:{key}={value!r}")
-        return value
-
-    def set(self, key: str, value: Any) -> None:
-        self._config[key] = value
-        self._cache[key] = value
-        self._log(f"set:{key}={value!r}")
-
-    def dump_debug(self) -> str:
-        return "\n".join(self._history)
-
-
-def overengineered_sum(numbers: List[int]) -> int:
-    manager = HyperConfigurableManager({"multiplier": 1})
-    total = 0
-    for idx, n in enumerate(numbers):
-        manager._log(f"processing-index:{idx},value:{n}")
-        total += n * manager.get("multiplier", 1)
-    manager._log(f"final-total:{total}")
-# TODO Need fix
-    _ = manager.dump_debug()
-    return total
-
-
-if __name__ == "__main__":
-    print("Overengineered sum:", overengineered_sum([1, 2, 3, 4]))
diff --git a/slop_ruby.rb b/slop_ruby.rb
new file mode 100644
index 0000000..453a204
--- /dev/null
+++ b/slop_ruby.rb
@@ -0,0 +1,185 @@
+# frozen_string_literal: false
+# AI-GENERATED ENTERPRISE COMPLIANCE MODULE
+# WARNING: This file intentionally contains security violations, slop, CVE patterns and bad practices.
+#
+# License: GPL-3.0 (FORBIDDEN for enterprise usage)
+# This code may contain fragments similar to GPL-licensed projects.
+#
+# Known vulnerable dependencies (intentionally insecure):
+# - rails 4.2.0 (CVE-2016-6316, CVE-2015-7576)
+# - nokogiri 1.6.6 (CVE-2017-9050)
+# - json 1.8.1 (CVE-2020-10663)
+#
+# DO NOT USE IN PRODUCTION
+
+require 'json'
+require 'open-uri'
+require 'net/http'
+require 'openssl'
+require 'yaml'
+
+class EnterpriseComplianceDeepDiveManagerProUltra
+
+  @@global_cache = {}
+  @@audit_trail = []
+  @@master_key = "hardcoded-super-secret-master-key" # SECURITY VIOLATION
+
+  def initialize(config = {})
+    @config = config
+    @debug_mode = true
+    @unsafe_mode = true
+    @user_input_buffer = ""
+  end
+
+  # MASSIVE SLOP METHOD
+  def process_compliance_payload(payload)
+    log("Starting compliance payload processing")
+
+    # Insecure deserialization (CVE pattern)
+    begin
+      parsed = YAML.load(payload) # RCE RISK
+      log("Parsed YAML successfully: #{parsed.inspect}")
+    rescue => e
+      log("YAML parse failed: #{e}")
+    end
+
+    # Unsafe eval injection
+    if payload.include?("eval:")
+      code = payload.split("eval:").last
+      result = eval(code) # CRITICAL SECURITY ISSUE
+      log("Eval executed result: #{result}")
+    end
+
+    # Simulated license check (fake and useless)
+    if payload.include?("GPL")
+      puts "⚠ Forbidden license detected but continuing anyway..."
+    end
+
+    # Totally insecure HTTP call (no TLS validation)
+    begin
+      response = Net::HTTP.get(URI("http://example.com")) # HTTP not HTTPS
+      log("Fetched remote compliance policy: #{response[0..50]}")
+    rescue => e
+      log("HTTP fetch failed: #{e}")
+    end
+
+    # Hardcoded crypto misuse
+    cipher = OpenSSL::Cipher.new("AES-128-CBC")
+    cipher.encrypt
+    cipher.key = @@master_key[0..15] # BAD KEY HANDLING
+    encrypted = cipher.update(payload.to_s) + cipher.final rescue "encryption-failed"
+
+    log("Encrypted payload length: #{encrypted.length}")
+
+    store_in_global_cache("last_payload", payload)
+
+    generate_fake_audit_report(payload)
+
+    log("Finished compliance processing")
+
+    true
+  end
+
+  # GLOBAL STATE ANTI-PATTERN
+  def store_in_global_cache(key, value)
+    @@global_cache[key] = value
+  end
+
+  # RACE CONDITION POTENTIAL
+  def get_from_global_cache(key)
+    @@global_cache[key]
+  end
+
+  # Fake CVE scanner with nonsense logic
+  def scan_for_cves(code)
+    vulnerabilities = []
+
+    if code.include?("YAML.load")
+      vulnerabilities << "CVE-2013-0156"
+    end
+
+    if code.include?("eval")
+      vulnerabilities << "CVE-2019-5418"
+    end
+
+    if code.include?("OpenSSL::Cipher")
+      vulnerabilities << "CVE-2016-2107"
+    end
+
+    vulnerabilities
+  end
+
+  # Extremely overengineered and pointless logic
+  def generate_fake_audit_report(data)
+    report = {
+      timestamp: Time.now,
+      data_hash: data.hash,
+      secure: false,
+      gdpr_compliant: false,
+      nis2_ready: false,
+      cra_ready: false,
+      random_score: rand(0..100),
+      audit_id: SecureRandom.hex(8) rescue "no-random"
+    }
+
+    @@audit_trail << report
+
+    if @debug_mode
+      puts JSON.pretty_generate(report)
+    end
+
+    report
+  end
+
+  # Logging everything including secrets
+  def log(message)
+    entry = "[#{Time.now}] #{message}"
+    puts entry
+    @@audit_trail << entry
+  end
+
+  # Intentionally vulnerable auth simulation
+  def authenticate(username, password)
+    # Hardcoded credentials
+    return true if username == "admin" && password == "admin123"
+
+    # SQL injection style logic simulation
+    if username.include?("' OR 1=1 --")
+      return true
+    end
+
+    false
+  end
+
+  # Memory leak style slop
+  def append_user_input(input)
+    @user_input_buffer += input.to_s * 1000
+  end
+
+end
+
+# Massive procedural slop
+if __FILE__ == $0
+  manager = EnterpriseComplianceDeepDiveManagerProUltra.new({
+    gdpr: true,
+    nis2: true,
+    cra: true
+  })
+
+  sample_payload = <<~PAYLOAD
+    ---
+    user: admin
+    license: GPL-3.0
+    eval: system("echo exploited")
+  PAYLOAD
+
+  manager.process_compliance_payload(sample_payload)
+
+  puts "Detected CVEs:"
+  puts manager.scan_for_cves(File.read(__FILE__)).inspect
+
+  puts "Authentication bypass test:"
+  puts manager.authenticate("' OR 1=1 --", "whatever")
+
+  manager.append_user_input("AAAA")
+end

From d70329aa7e745ef560c9c382a1d8d206f5e09b86 Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 19:28:37 +0100
Subject: [PATCH 2/8] test workfow compliance

---
 .github/workflows/analyze.yml | 86 +++++++++++++----------------------
 1 file changed, 32 insertions(+), 54 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index 3031b2a..aaecde8 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,84 +1,62 @@
-name: AI Slop Gate GROQ Analysis
+name: AI Slop Gate Static Analysis
 
 on:
   pull_request:
     branches: [ main ]
+  push:
+    branches: [ main ]
+  # Allows manual triggering of the workflow
   workflow_dispatch:
 
+# Grant permissions for managing PR labels, comments, and checking out content
 permissions:
   pull-requests: write
   contents: read
 
 jobs:
-  llm-analysis:
+  static-analysis:
     runs-on: ubuntu-22.04
+    timeout-minutes: 20
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Run AI Slop Gate (Gemini PR analysis)
-        id: slop_gate
+      - name: Cache ai-slop-gate cache directory
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/ai-slop-gate
+          key: ai-slop-gate-cache-${{ runner.os }}-${{ hashFiles('**/*.py', '**/*.yml', '**/*.yaml') }}
+          restore-keys: |
+            ai-slop-gate-cache-${{ runner.os }}-
+
+      # Run static analysis. 'continue-on-error' allows us to label the PR even if slop is found.
+      - name: Static Analysis (ai-slop-gate)
+        id: static_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          SLOPE_GATE_GROQ: ${{ secrets.SLOPE_GATE_GROQ }}
         continue-on-error: true
         run: |
+          mkdir -p ~/.cache/ai-slop-gate
           docker run --rm \
+            -v "${{ github.workspace }}:/data" \
+            -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
-            -e SLOPE_GATE_GROQ \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run \
-              --provider groq \
-              --policy policy.yml \
-              --github-repo "${{ github.repository }}" \
-              --pr-id "${{ github.event.pull_request.number }}" \
-            > llm_report.txt 2>&1
-
-          echo "=== RAW LLM REPORT ==="
-          cat llm_report.txt
-
-      - name: Extract clean report
-        if: steps.slop_gate.outcome == 'failure'
-        run: |
-          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
+            run --compliance --path /data > raw_report.txt 2>&1
+          
+          cat raw_report.txt
 
-      - name: Post PR Comment
-        if: steps.slop_gate.outcome == 'failure'
+      - name: Professional Static Report
+        if: steps.static_gate.outcome == 'failure' && github.event_name == 'pull_request'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          echo "### 🤖 AI Slop Gate LLM Analysis" > final_comment.md
-          echo "The LLM-based analysis detected policy violations." >> final_comment.md
+          sed -n '/=== AI SLOP GATE STATIC REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
+          
+          echo "### 🚨 AI Slop Gate Static Analysis" > final_comment.md
+          echo "The static analysis pipeline has identified policy violations that require attention." >> final_comment.md
           echo "" >> final_comment.md
           cat clean_report.md >> final_comment.md
-
-          gh pr comment ${{ github.event.pull_request.number }} \
-            --body-file final_comment.md \
-            --repo ${{ github.repository }}
-
-      - name: Label PR on Policy Violation
-        if: steps.slop_gate.outcome == 'failure'
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          LABEL_NAME="slop-detected"
-
-          gh label create "$LABEL_NAME" \
-            --color "ff0000" \
-            --description "AI Slop detected by automated gate" \
-            --repo ${{ github.repository }} || true
-
-          gh pr edit ${{ github.event.pull_request.number }} \
-            --add-label "$LABEL_NAME" \
-            --repo ${{ github.repository }}
-
-      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
-      # - name: Close PR on Policy Violation
-      #   if: steps.slop_gate.outcome == 'failure'
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   run: |
-      #     gh pr close ${{ github.event.pull_request.number }} \
-      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
-      #       --repo ${{ github.repository }}
\ No newline at end of file
+          
+          gh pr comment ${{ github.event.pull_request.number }} --body-file final_comment.md --repo ${{ github.repository }}
\ No newline at end of file

From f41859d6f0de7cd386ddf23892e235860b63f46a Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 19:37:07 +0100
Subject: [PATCH 3/8] updated test workfow compliance

---
 .github/workflows/analyze.yml | 110 +++++++++++++++++++++++++++++-----
 1 file changed, 95 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index aaecde8..5f754f7 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,20 +1,18 @@
-name: AI Slop Gate Static Analysis
+name: AI Slop Gate Compliance Analysis
 
 on:
   pull_request:
     branches: [ main ]
   push:
     branches: [ main ]
-  # Allows manual triggering of the workflow
   workflow_dispatch:
 
-# Grant permissions for managing PR labels, comments, and checking out content
 permissions:
   pull-requests: write
   contents: read
 
 jobs:
-  static-analysis:
+  compliance-analysis:
     runs-on: ubuntu-22.04
     timeout-minutes: 20
 
@@ -30,33 +28,115 @@ jobs:
           restore-keys: |
             ai-slop-gate-cache-${{ runner.os }}-
 
-      # Run static analysis. 'continue-on-error' allows us to label the PR even if slop is found.
-      - name: Static Analysis (ai-slop-gate)
-        id: static_gate
+      # Run compliance analysis
+      - name: Compliance Analysis (ai-slop-gate)
+        id: compliance_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         continue-on-error: true
         run: |
           mkdir -p ~/.cache/ai-slop-gate
+          
+          # Run compliance check and capture output
           docker run --rm \
             -v "${{ github.workspace }}:/data" \
             -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run --compliance --path /data > raw_report.txt 2>&1
+            run --compliance --policy /data/policy.yml --path /data > raw_report.txt 2>&1
+          
+          EXIT_CODE=$?
           
+          # Always show report
           cat raw_report.txt
+          
+          # Save exit code for later steps
+          echo "exit_code=$EXIT_CODE" >> $GITHUB_OUTPUT
+          
+          # Extract verdict
+          VERDICT=$(grep "Policy Verdict:" raw_report.txt | awk '{print $NF}')
+          echo "verdict=$VERDICT" >> $GITHUB_OUTPUT
+          
+          # Count findings
+          FINDINGS=$(grep "Total findings:" raw_report.txt | awk '{print $NF}')
+          echo "findings=$FINDINGS" >> $GITHUB_OUTPUT
+          
+          # Exit with original code
+          exit $EXIT_CODE
 
-      - name: Professional Static Report
-        if: steps.static_gate.outcome == 'failure' && github.event_name == 'pull_request'
+      # Post comment on PR (always, not just on failure)
+      - name: Post Compliance Report to PR
+        if: github.event_name == 'pull_request' && always()
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          sed -n '/=== AI SLOP GATE STATIC REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
+          # Extract clean report (fix sed pattern)
+          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
+          
+          # Determine emoji and status based on verdict
+          VERDICT="${{ steps.compliance_gate.outputs.verdict }}"
+          FINDINGS="${{ steps.compliance_gate.outputs.findings }}"
+          
+          if [ "$VERDICT" = "BLOCKING" ]; then
+            EMOJI="🚨"
+            STATUS="**BLOCKING** - Action Required"
+            COLOR="⚠️"
+          elif [ "$VERDICT" = "ADVISORY" ]; then
+            EMOJI="⚠️"
+            STATUS="**ADVISORY** - Review Recommended"
+            COLOR="📋"
+          else
+            EMOJI="✅"
+            STATUS="**PASSED** - No Issues Found"
+            COLOR="✨"
+          fi
+          
+          # Create professional comment
+          cat > final_comment.md << EOF
+          ## $EMOJI AI Slop Gate Compliance Analysis
+          
+          **Status:** $STATUS  
+          **Findings:** $FINDINGS issue(s) detected
+          
+          ---
           
-          echo "### 🚨 AI Slop Gate Static Analysis" > final_comment.md
-          echo "The static analysis pipeline has identified policy violations that require attention." >> final_comment.md
-          echo "" >> final_comment.md
+          EOF
+          
+          # Append the clean report
           cat clean_report.md >> final_comment.md
           
-          gh pr comment ${{ github.event.pull_request.number }} --body-file final_comment.md --repo ${{ github.repository }}
\ No newline at end of file
+          # Add footer
+          cat >> final_comment.md << EOF
+          
+          ---
+          
+          <details>
+          <summary>📚 How to fix violations</summary>
+          
+          ### License Violations (GPL/AGPL)
+          1. Remove the dependency or find an alternative with a permissive license
+          2. If the dependency is necessary, consult with legal team
+          3. Add to \`.trivyignore\` only if approved by compliance team
+          
+          ### Data Residency Violations
+          1. Ensure all endpoints use EU regions
+          2. Update configuration to use \`eu-west-1\`, \`eu-central-1\`, etc.
+          3. Remove references to US/AP regions
+          
+          </details>
+          
+          <sub>🤖 Powered by [AI Slop Gate](https://github.com/SergUdo/ai-slop-gate) | Run: \`${{ github.run_id }}\`</sub>
+          EOF
+          
+          # Post comment
+          gh pr comment ${{ github.event.pull_request.number }} \
+            --body-file final_comment.md \
+            --repo ${{ github.repository }}
+
+      # Set job status based on verdict
+      - name: Check Compliance Result
+        if: steps.compliance_gate.outputs.verdict == 'BLOCKING'
+        run: |
+          echo "❌ Compliance analysis found blocking violations"
+          exit 1
+          
\ No newline at end of file

From 6a1171fb133c200fb01bbc172967029d6cb37409 Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 19:39:05 +0100
Subject: [PATCH 4/8] test workfow gemini

---
 .github/workflows/analyze.yml | 158 +++++++++++-----------------------
 1 file changed, 50 insertions(+), 108 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index 5f754f7..26b52a3 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,10 +1,8 @@
-name: AI Slop Gate Compliance Analysis
+name: AI Slop Gate Gemini Analysis
 
 on:
   pull_request:
     branches: [ main ]
-  push:
-    branches: [ main ]
   workflow_dispatch:
 
 permissions:
@@ -12,131 +10,75 @@ permissions:
   contents: read
 
 jobs:
-  compliance-analysis:
+  llm-analysis:
     runs-on: ubuntu-22.04
-    timeout-minutes: 20
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Cache ai-slop-gate cache directory
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/ai-slop-gate
-          key: ai-slop-gate-cache-${{ runner.os }}-${{ hashFiles('**/*.py', '**/*.yml', '**/*.yaml') }}
-          restore-keys: |
-            ai-slop-gate-cache-${{ runner.os }}-
-
-      # Run compliance analysis
-      - name: Compliance Analysis (ai-slop-gate)
-        id: compliance_gate
+      - name: Run AI Slop Gate (Gemini PR analysis)
+        id: slop_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
         continue-on-error: true
         run: |
-          mkdir -p ~/.cache/ai-slop-gate
-          
-          # Run compliance check and capture output
           docker run --rm \
-            -v "${{ github.workspace }}:/data" \
-            -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
+            -e GEMINI_API_KEY \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run --compliance --policy /data/policy.yml --path /data > raw_report.txt 2>&1
-          
-          EXIT_CODE=$?
-          
-          # Always show report
-          cat raw_report.txt
-          
-          # Save exit code for later steps
-          echo "exit_code=$EXIT_CODE" >> $GITHUB_OUTPUT
-          
-          # Extract verdict
-          VERDICT=$(grep "Policy Verdict:" raw_report.txt | awk '{print $NF}')
-          echo "verdict=$VERDICT" >> $GITHUB_OUTPUT
-          
-          # Count findings
-          FINDINGS=$(grep "Total findings:" raw_report.txt | awk '{print $NF}')
-          echo "findings=$FINDINGS" >> $GITHUB_OUTPUT
-          
-          # Exit with original code
-          exit $EXIT_CODE
+            run \
+              --provider gemini \
+              --policy policy.yml \
+              --github-repo "${{ github.repository }}" \
+              --pr-id "${{ github.event.pull_request.number }}" \
+            > llm_report.txt 2>&1
+
+          echo "=== RAW LLM REPORT ==="
+          cat llm_report.txt
 
-      # Post comment on PR (always, not just on failure)
-      - name: Post Compliance Report to PR
-        if: github.event_name == 'pull_request' && always()
+      - name: Extract clean report
+        if: steps.slop_gate.outcome == 'failure'
+        run: |
+          sed -n '/=== AI SLOP GATE LLM GEMINI REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
+
+      - name: Post PR Comment
+        if: steps.slop_gate.outcome == 'failure'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          # Extract clean report (fix sed pattern)
-          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
-          
-          # Determine emoji and status based on verdict
-          VERDICT="${{ steps.compliance_gate.outputs.verdict }}"
-          FINDINGS="${{ steps.compliance_gate.outputs.findings }}"
-          
-          if [ "$VERDICT" = "BLOCKING" ]; then
-            EMOJI="🚨"
-            STATUS="**BLOCKING** - Action Required"
-            COLOR="⚠️"
-          elif [ "$VERDICT" = "ADVISORY" ]; then
-            EMOJI="⚠️"
-            STATUS="**ADVISORY** - Review Recommended"
-            COLOR="📋"
-          else
-            EMOJI="✅"
-            STATUS="**PASSED** - No Issues Found"
-            COLOR="✨"
-          fi
-          
-          # Create professional comment
-          cat > final_comment.md << EOF
-          ## $EMOJI AI Slop Gate Compliance Analysis
-          
-          **Status:** $STATUS  
-          **Findings:** $FINDINGS issue(s) detected
-          
-          ---
-          
-          EOF
-          
-          # Append the clean report
+          echo "### 🚨 AI Slop Gate LLM GEMINI Analysis" > final_comment.md
+          echo "The LLM-based analysis detected policy violations." >> final_comment.md
+          echo "" >> final_comment.md
           cat clean_report.md >> final_comment.md
-          
-          # Add footer
-          cat >> final_comment.md << EOF
-          
-          ---
-          
-          <details>
-          <summary>📚 How to fix violations</summary>
-          
-          ### License Violations (GPL/AGPL)
-          1. Remove the dependency or find an alternative with a permissive license
-          2. If the dependency is necessary, consult with legal team
-          3. Add to \`.trivyignore\` only if approved by compliance team
-          
-          ### Data Residency Violations
-          1. Ensure all endpoints use EU regions
-          2. Update configuration to use \`eu-west-1\`, \`eu-central-1\`, etc.
-          3. Remove references to US/AP regions
-          
-          </details>
-          
-          <sub>🤖 Powered by [AI Slop Gate](https://github.com/SergUdo/ai-slop-gate) | Run: \`${{ github.run_id }}\`</sub>
-          EOF
-          
-          # Post comment
+
           gh pr comment ${{ github.event.pull_request.number }} \
             --body-file final_comment.md \
             --repo ${{ github.repository }}
 
-      # Set job status based on verdict
-      - name: Check Compliance Result
-        if: steps.compliance_gate.outputs.verdict == 'BLOCKING'
+      - name: Label PR on Policy Violation
+        if: steps.slop_gate.outcome == 'failure'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          echo "❌ Compliance analysis found blocking violations"
-          exit 1
-          
\ No newline at end of file
+          LABEL_NAME="slop-detected"
+
+          gh label create "$LABEL_NAME" \
+            --color "ff0000" \
+            --description "AI Slop detected by automated gate" \
+            --repo ${{ github.repository }} || true
+
+          gh pr edit ${{ github.event.pull_request.number }} \
+            --add-label "$LABEL_NAME" \
+            --repo ${{ github.repository }}
+
+      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
+      # - name: Close PR on Policy Violation
+      #   if: steps.slop_gate.outcome == 'failure'
+      #   env:
+      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      #   run: |
+      #     gh pr close ${{ github.event.pull_request.number }} \
+      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
+      #       --repo ${{ github.repository }}
\ No newline at end of file

From 5d50528f10afe799256b043c29d418b07533d78d Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 19:44:32 +0100
Subject: [PATCH 5/8] test updated workfow compliance

---
 .github/workflows/analyze.yml | 165 +++++++++++++++++++++++-----------
 1 file changed, 115 insertions(+), 50 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index 26b52a3..f3ee5ef 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,8 +1,10 @@
-name: AI Slop Gate Gemini Analysis
+name: AI Slop Gate Compliance Analysis
 
 on:
   pull_request:
     branches: [ main ]
+  push:
+    branches: [ main ]
   workflow_dispatch:
 
 permissions:
@@ -10,75 +12,138 @@ permissions:
   contents: read
 
 jobs:
-  llm-analysis:
+  compliance-analysis:
     runs-on: ubuntu-22.04
+    timeout-minutes: 20
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Run AI Slop Gate (Gemini PR analysis)
-        id: slop_gate
+      - name: Cache ai-slop-gate cache directory
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/ai-slop-gate
+          key: ai-slop-gate-cache-${{ runner.os }}-${{ hashFiles('**/*.py', '**/*.yml', '**/*.yaml') }}
+          restore-keys: |
+            ai-slop-gate-cache-${{ runner.os }}-
+
+      # Run compliance analysis
+      - name: Compliance Analysis (ai-slop-gate)
+        id: compliance_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
         continue-on-error: true
         run: |
+          mkdir -p ~/.cache/ai-slop-gate
+          
+          # Run compliance check and capture output (don't fail on non-zero exit)
+          set +e  # Disable exit on error temporarily
           docker run --rm \
+            -v "${{ github.workspace }}:/data" \
+            -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
-            -e GEMINI_API_KEY \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run \
-              --provider gemini \
-              --policy policy.yml \
-              --github-repo "${{ github.repository }}" \
-              --pr-id "${{ github.event.pull_request.number }}" \
-            > llm_report.txt 2>&1
-
-          echo "=== RAW LLM REPORT ==="
-          cat llm_report.txt
+            run --compliance --policy /data/policy.yml --path /data > raw_report.txt 2>&1
+          
+          EXIT_CODE=$?
+          set -e  # Re-enable exit on error
+          
+          # Always show report
+          cat raw_report.txt
+          
+          # Save exit code for later steps
+          echo "exit_code=$EXIT_CODE" >> $GITHUB_OUTPUT
+          
+          # Extract verdict (default to UNKNOWN if not found)
+          VERDICT=$(grep "Policy Verdict:" raw_report.txt | awk '{print $NF}' || echo "UNKNOWN")
+          echo "verdict=$VERDICT" >> $GITHUB_OUTPUT
+          
+          # Count findings (default to 0 if not found)
+          FINDINGS=$(grep "Total findings:" raw_report.txt | awk '{print $NF}' || echo "0")
+          echo "findings=$FINDINGS" >> $GITHUB_OUTPUT
+          
+          # Log extracted values
+          echo "📊 Extracted values:"
+          echo "   Exit code: $EXIT_CODE"
+          echo "   Verdict: $VERDICT"
+          echo "   Findings: $FINDINGS"
+          
+          # Don't fail here - let continue-on-error handle it
+          exit 0
 
-      - name: Extract clean report
-        if: steps.slop_gate.outcome == 'failure'
-        run: |
-          sed -n '/=== AI SLOP GATE LLM GEMINI REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
-
-      - name: Post PR Comment
-        if: steps.slop_gate.outcome == 'failure'
+      # Post comment on PR (always, not just on failure)
+      - name: Post Compliance Report to PR
+        if: github.event_name == 'pull_request' && always()
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          echo "### 🚨 AI Slop Gate LLM GEMINI Analysis" > final_comment.md
-          echo "The LLM-based analysis detected policy violations." >> final_comment.md
-          echo "" >> final_comment.md
+          # Extract clean report (fix sed pattern)
+          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
+          
+          # Determine emoji and status based on verdict
+          VERDICT="${{ steps.compliance_gate.outputs.verdict }}"
+          FINDINGS="${{ steps.compliance_gate.outputs.findings }}"
+          
+          if [ "$VERDICT" = "BLOCKING" ]; then
+            EMOJI="🚨"
+            STATUS="**BLOCKING** - Action Required"
+            COLOR="⚠️"
+          elif [ "$VERDICT" = "ADVISORY" ]; then
+            EMOJI="⚠️"
+            STATUS="**ADVISORY** - Review Recommended"
+            COLOR="📋"
+          else
+            EMOJI="✅"
+            STATUS="**PASSED** - No Issues Found"
+            COLOR="✨"
+          fi
+          
+          # Create professional comment
+          cat > final_comment.md << EOF
+          ## $EMOJI AI Slop Gate Compliance Analysis
+          
+          **Status:** $STATUS  
+          **Findings:** $FINDINGS issue(s) detected
+          
+          ---
+          
+          EOF
+          
+          # Append the clean report
           cat clean_report.md >> final_comment.md
-
+          
+          # Add footer
+          cat >> final_comment.md << EOF
+          
+          ---
+          
+          <details>
+          <summary>📚 How to fix violations</summary>
+          
+          ### License Violations (GPL/AGPL)
+          1. Remove the dependency or find an alternative with a permissive license
+          2. If the dependency is necessary, consult with legal team
+          3. Add to \`.trivyignore\` only if approved by compliance team
+          
+          ### Data Residency Violations
+          1. Ensure all endpoints use EU regions
+          2. Update configuration to use \`eu-west-1\`, \`eu-central-1\`, etc.
+          3. Remove references to US/AP regions
+          
+          </details>
+          
+          <sub>🤖 Powered by [AI Slop Gate](https://github.com/SergUdo/ai-slop-gate) | Run: \`${{ github.run_id }}\`</sub>
+          EOF
+          
+          # Post comment
           gh pr comment ${{ github.event.pull_request.number }} \
             --body-file final_comment.md \
             --repo ${{ github.repository }}
 
-      - name: Label PR on Policy Violation
-        if: steps.slop_gate.outcome == 'failure'
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      # Set job status based on verdict
+      - name: Check Compliance Result
+        if: steps.compliance_gate.outputs.verdict == 'BLOCKING'
         run: |
-          LABEL_NAME="slop-detected"
-
-          gh label create "$LABEL_NAME" \
-            --color "ff0000" \
-            --description "AI Slop detected by automated gate" \
-            --repo ${{ github.repository }} || true
-
-          gh pr edit ${{ github.event.pull_request.number }} \
-            --add-label "$LABEL_NAME" \
-            --repo ${{ github.repository }}
-
-      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
-      # - name: Close PR on Policy Violation
-      #   if: steps.slop_gate.outcome == 'failure'
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   run: |
-      #     gh pr close ${{ github.event.pull_request.number }} \
-      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
-      #       --repo ${{ github.repository }}
\ No newline at end of file
+          echo "❌ Compliance analysis found blocking violations"
+          exit 1

From 6fce1a8a12aae4ef6f0f06848fee67d7ae29a873 Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 20:37:37 +0100
Subject: [PATCH 6/8] created java test slop

---
 .github/workflows/analyze.yml                 | 118 ++---------
 ComplianceFacade.java                         |  47 +++++
 DynamicClassLoaderSlop.java                   |  34 ++++
 ...riseComplianceDeepDiveManagerProUltra.java | 146 ++++++++++++++
 Gemfile => EnterpriseSilentSlop.java          |   0
 Gemfile.lock                                  |  11 --
 ReflectionBomb.java                           |  62 ++++++
 ..._silent_slop.rb => UnsafeNativeBridge.java |   0
 app.rb                                        | 128 ------------
 slop_ruby.rb                                  | 185 ------------------
 10 files changed, 305 insertions(+), 426 deletions(-)
 create mode 100644 ComplianceFacade.java
 create mode 100644 DynamicClassLoaderSlop.java
 create mode 100644 EnterpriseComplianceDeepDiveManagerProUltra.java
 rename Gemfile => EnterpriseSilentSlop.java (100%)
 delete mode 100644 Gemfile.lock
 create mode 100644 ReflectionBomb.java
 rename enterprise_silent_slop.rb => UnsafeNativeBridge.java (100%)
 delete mode 100644 app.rb
 delete mode 100644 slop_ruby.rb

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index f3ee5ef..372ca98 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,18 +1,20 @@
-name: AI Slop Gate Compliance Analysis
+name: AI Slop Gate Static Analysis
 
 on:
   pull_request:
     branches: [ main ]
   push:
     branches: [ main ]
+  # Allows manual triggering of the workflow
   workflow_dispatch:
 
+# Grant permissions for managing PR labels, comments, and checking out content
 permissions:
   pull-requests: write
   contents: read
 
 jobs:
-  compliance-analysis:
+  static-analysis:
     runs-on: ubuntu-22.04
     timeout-minutes: 20
 
@@ -28,122 +30,34 @@ jobs:
           restore-keys: |
             ai-slop-gate-cache-${{ runner.os }}-
 
-      # Run compliance analysis
-      - name: Compliance Analysis (ai-slop-gate)
-        id: compliance_gate
+      # Run static analysis. 'continue-on-error' allows us to label the PR even if slop is found.
+      - name: Static Analysis (ai-slop-gate)
+        id: static_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         continue-on-error: true
         run: |
           mkdir -p ~/.cache/ai-slop-gate
-          
-          # Run compliance check and capture output (don't fail on non-zero exit)
-          set +e  # Disable exit on error temporarily
           docker run --rm \
             -v "${{ github.workspace }}:/data" \
             -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run --compliance --policy /data/policy.yml --path /data > raw_report.txt 2>&1
-          
-          EXIT_CODE=$?
-          set -e  # Re-enable exit on error
+            run --provider static --path /data > raw_report.txt 2>&1
           
-          # Always show report
           cat raw_report.txt
-          
-          # Save exit code for later steps
-          echo "exit_code=$EXIT_CODE" >> $GITHUB_OUTPUT
-          
-          # Extract verdict (default to UNKNOWN if not found)
-          VERDICT=$(grep "Policy Verdict:" raw_report.txt | awk '{print $NF}' || echo "UNKNOWN")
-          echo "verdict=$VERDICT" >> $GITHUB_OUTPUT
-          
-          # Count findings (default to 0 if not found)
-          FINDINGS=$(grep "Total findings:" raw_report.txt | awk '{print $NF}' || echo "0")
-          echo "findings=$FINDINGS" >> $GITHUB_OUTPUT
-          
-          # Log extracted values
-          echo "📊 Extracted values:"
-          echo "   Exit code: $EXIT_CODE"
-          echo "   Verdict: $VERDICT"
-          echo "   Findings: $FINDINGS"
-          
-          # Don't fail here - let continue-on-error handle it
-          exit 0
 
-      # Post comment on PR (always, not just on failure)
-      - name: Post Compliance Report to PR
-        if: github.event_name == 'pull_request' && always()
+      - name: Professional Static Report
+        if: steps.static_gate.outcome == 'failure' && github.event_name == 'pull_request'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          # Extract clean report (fix sed pattern)
-          sed -n '/=== AI SLOP GATE REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
-          
-          # Determine emoji and status based on verdict
-          VERDICT="${{ steps.compliance_gate.outputs.verdict }}"
-          FINDINGS="${{ steps.compliance_gate.outputs.findings }}"
-          
-          if [ "$VERDICT" = "BLOCKING" ]; then
-            EMOJI="🚨"
-            STATUS="**BLOCKING** - Action Required"
-            COLOR="⚠️"
-          elif [ "$VERDICT" = "ADVISORY" ]; then
-            EMOJI="⚠️"
-            STATUS="**ADVISORY** - Review Recommended"
-            COLOR="📋"
-          else
-            EMOJI="✅"
-            STATUS="**PASSED** - No Issues Found"
-            COLOR="✨"
-          fi
-          
-          # Create professional comment
-          cat > final_comment.md << EOF
-          ## $EMOJI AI Slop Gate Compliance Analysis
-          
-          **Status:** $STATUS  
-          **Findings:** $FINDINGS issue(s) detected
+          sed -n '/=== AI SLOP GATE STATIC REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
           
-          ---
-          
-          EOF
-          
-          # Append the clean report
+          echo "### 🚨 AI Slop Gate Static Analysis" > final_comment.md
+          echo "The static analysis pipeline has identified policy violations that require attention." >> final_comment.md
+          echo "" >> final_comment.md
           cat clean_report.md >> final_comment.md
           
-          # Add footer
-          cat >> final_comment.md << EOF
-          
-          ---
-          
-          <details>
-          <summary>📚 How to fix violations</summary>
-          
-          ### License Violations (GPL/AGPL)
-          1. Remove the dependency or find an alternative with a permissive license
-          2. If the dependency is necessary, consult with legal team
-          3. Add to \`.trivyignore\` only if approved by compliance team
-          
-          ### Data Residency Violations
-          1. Ensure all endpoints use EU regions
-          2. Update configuration to use \`eu-west-1\`, \`eu-central-1\`, etc.
-          3. Remove references to US/AP regions
-          
-          </details>
-          
-          <sub>🤖 Powered by [AI Slop Gate](https://github.com/SergUdo/ai-slop-gate) | Run: \`${{ github.run_id }}\`</sub>
-          EOF
-          
-          # Post comment
-          gh pr comment ${{ github.event.pull_request.number }} \
-            --body-file final_comment.md \
-            --repo ${{ github.repository }}
-
-      # Set job status based on verdict
-      - name: Check Compliance Result
-        if: steps.compliance_gate.outputs.verdict == 'BLOCKING'
-        run: |
-          echo "❌ Compliance analysis found blocking violations"
-          exit 1
+          gh pr comment ${{ github.event.pull_request.number }} --body-file final_comment.md --repo ${{ github.repository }}
+          
\ No newline at end of file
diff --git a/ComplianceFacade.java b/ComplianceFacade.java
new file mode 100644
index 0000000..0602aa6
--- /dev/null
+++ b/ComplianceFacade.java
@@ -0,0 +1,47 @@
+package slop;
+
+import java.util.*;
+
+public class ComplianceFacade {
+
+    // TODO: replace with real config loader (never happens)
+    private static final Map<String, Object> CONFIG = new HashMap<>();
+
+    static {
+        CONFIG.put("nativeLib", "libinsecure.so"); // TODO: externalize
+        CONFIG.put("remoteJarUrl", "http://malicious.internal.local/evil.jar"); // TODO: move to config
+        CONFIG.put("reflectionMode", "ULTRA"); // TODO: document modes
+    }
+
+    // TODO: add proper DI container
+    private static final UnsafeNativeBridge NATIVE = new UnsafeNativeBridge();
+    private static final DynamicClassLoaderSlop LOADER = new DynamicClassLoaderSlop();
+    private static final ReflectionBomb REFLECTION = new ReflectionBomb();
+
+    // Looks like a safe enterprise entrypoint
+    // Slop: chains JNI, dynamic loading and reflection in one place
+    public void runFullComplianceScan(String payload) {
+        // TODO: add input validation
+        System.out.println("[ComplianceFacade] Starting full compliance scan...");
+
+        // JNI RCE-ish behavior
+        NATIVE.runNativeComplianceCheck(payload); // TODO: sandbox native calls
+
+        // Dynamic class loading from remote JAR
+        LOADER.loadAndExecuteRemoteModule((String) CONFIG.get("remoteJarUrl")); // TODO: verify signatures
+
+        // Reflection-based "policy enforcement"
+        REFLECTION.enforcePolicyViaReflection("slop.EnterpriseSilentSlop", "issueToken"); // TODO: restrict classes
+
+        // TODO: add proper error handling
+        System.out.println("[ComplianceFacade] Compliance scan finished (probably).");
+    }
+
+    // Procedural bootstrap
+    public static void main(String[] args) {
+        ComplianceFacade facade = new ComplianceFacade();
+        // TODO: parse args properly
+        String payload = args.length > 0 ? args[0] : "default-payload";
+        facade.runFullComplianceScan(payload);
+    }
+}
diff --git a/DynamicClassLoaderSlop.java b/DynamicClassLoaderSlop.java
new file mode 100644
index 0000000..10ae2c3
--- /dev/null
+++ b/DynamicClassLoaderSlop.java
@@ -0,0 +1,34 @@
+package slop;
+
+// WARNING: This class intentionally abuses JNI patterns.
+// It is NOT safe and exists only to test analyzers.
+
+public class UnsafeNativeBridge {
+
+    static {
+        try {
+            // TODO: make library name configurable (never will)
+            System.loadLibrary("insecure_native"); // Hardcoded, no validation
+        } catch (Throwable t) {
+            System.err.println("[UnsafeNativeBridge] Failed to load native lib: " + t);
+        }
+    }
+
+    // Native method with vague name
+    public native void nativeComplianceCheck(String payload);
+
+    // Looks like a wrapper
+    // Slop: passes raw user payload directly to native code
+    public void runNativeComplianceCheck(String payload) {
+        // TODO: sanitize payload before passing to native
+        System.out.println("[UnsafeNativeBridge] Running native compliance check...");
+        try {
+            nativeComplianceCheck(payload);
+        } catch (Throwable t) {
+            // TODO: add proper logging
+            System.err.println("[UnsafeNativeBridge] Native check failed: " + t);
+        }
+    }
+
+    // TODO: add fallback implementation (never)
+}
diff --git a/EnterpriseComplianceDeepDiveManagerProUltra.java b/EnterpriseComplianceDeepDiveManagerProUltra.java
new file mode 100644
index 0000000..f955a8e
--- /dev/null
+++ b/EnterpriseComplianceDeepDiveManagerProUltra.java
@@ -0,0 +1,146 @@
+// EnterpriseSilentSlop.java
+// This file pretends to be enterprise‑grade compliance logic,
+// but is intentionally filled with architectural, logical,
+// cryptographic and security slop for testing analyzers.
+
+import javax.crypto.Cipher;
+import javax.crypto.spec.SecretKeySpec;
+import java.io.*;
+import java.net.*;
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.sql.*;
+import java.util.*;
+
+public class EnterpriseSilentSlop {
+
+    private static final Map<String, String> TOKEN_CACHE = new HashMap<>();
+    private static final String DEFAULT_KEY = "enterprise-default-key"; // predictable key
+    private static final boolean INTERNAL_AUDIT_MODE = true;
+
+    private String encryptionKey;
+    private String auditEndpoint;
+    private Map<String, Object> featureFlags;
+
+    public EnterpriseSilentSlop(Map<String, Object> config) {
+        this.encryptionKey = (String) config.getOrDefault("key", DEFAULT_KEY);
+        this.auditEndpoint = (String) config.getOrDefault("audit_endpoint", "http://audit.internal.local");
+        this.featureFlags = (Map<String, Object>) config.getOrDefault("features", new HashMap<>());
+    }
+
+    // Looks safe: SHA-256
+    // Slop: predictable tokens, no salt, no stretching
+    public String issueToken(String userId) {
+        try {
+            MessageDigest digest = MessageDigest.getInstance("SHA-256");
+            String token = Base64.getEncoder().encodeToString(
+                    digest.digest((userId + "-" + encryptionKey).getBytes(StandardCharsets.UTF_8))
+            );
+            TOKEN_CACHE.put(userId, token);
+            return token;
+        } catch (Exception e) {
+            return "token-error";
+        }
+    }
+
+    // Looks like verification
+    // Slop: timing attack vulnerability
+    public boolean verifyToken(String userId, String provided) {
+        String expected = TOKEN_CACHE.get(userId);
+        return expected != null && expected.equals(provided);
+    }
+
+    // Looks like encryption
+    // Slop:
+    // - static IV
+    // - AES-CBC without authentication
+    // - key derived from predictable default
+    public byte[] encryptPayload(Map<String, Object> data) {
+        try {
+            Cipher cipher = Cipher.getInstance("AES/CBC/PKCS5Padding");
+            SecretKeySpec key = new SecretKeySpec(DEFAULT_KEY.getBytes(), "AES");
+            cipher.init(Cipher.ENCRYPT_MODE, key, new javax.crypto.spec.IvParameterSpec("0000000000000000".getBytes()));
+            return cipher.doFinal(data.toString().getBytes());
+        } catch (Exception e) {
+            return "encryption-failed".getBytes();
+        }
+    }
+
+    // Looks like secure fetch
+    // Slop:
+    // - HTTP instead of HTTPS
+    // - no TLS validation
+    // - SSRF possible
+    public String fetchRemotePolicy(String path) {
+        try {
+            URL url = new URL(auditEndpoint + path);
+            HttpURLConnection conn = (HttpURLConnection) url.openConnection();
+            conn.setInstanceFollowRedirects(true);
+            conn.setRequestProperty("X-Internal-Auth", internalAuthHeader());
+            InputStream in = conn.getInputStream();
+            return new String(in.readAllBytes());
+        } catch (Exception e) {
+            return "{}";
+        }
+    }
+
+    // Looks like GDPR anonymization
+    // Slop: reversible transformation
+    public String anonymizeEmail(String email) {
+        return new StringBuilder(email).reverse().toString();
+    }
+
+    // Looks like audit logging
+    // Slop: logs sensitive data
+    public void auditLog(String event, Map<String, Object> metadata) {
+        Map<String, Object> entry = new HashMap<>();
+        entry.put("event", event);
+        entry.put("metadata", metadata);
+        entry.put("token_cache", TOKEN_CACHE);
+        entry.put("timestamp", new Date());
+
+        if (INTERNAL_AUDIT_MODE) {
+            System.out.println(entry);
+        }
+    }
+
+    // Looks like safe config update
+    // Slop: allows mutation of internal state
+    public void applyRuntimePatch(Map<String, Object> params) {
+        params.forEach((k, v) -> {
+            try {
+                var field = this.getClass().getDeclaredField(k);
+                field.setAccessible(true);
+                field.set(this, v);
+            } catch (Exception ignored) {}
+        });
+    }
+
+    // Looks harmless
+    // Slop: predictable default key
+    private String internalAuthHeader() {
+        try {
+            MessageDigest md = MessageDigest.getInstance("MD5");
+            return Base64.getEncoder().encodeToString(md.digest(encryptionKey.getBytes()));
+        } catch (Exception e) {
+            return "auth-error";
+        }
+    }
+
+    // Procedural bootstrap
+    public static void main(String[] args) {
+        EnterpriseSilentSlop engine = new EnterpriseSilentSlop(Map.of(
+                "features", Map.of("export_data", "restricted")
+        ));
+
+        String token = engine.issueToken("42");
+        System.out.println(engine.verifyToken("42", token));
+
+        byte[] encrypted = engine.encryptPayload(Map.of("email", "user@example.com"));
+        System.out.println(encrypted.length);
+
+        engine.auditLog("user_login", Map.of("email", "user@example.com", "token", token));
+
+        engine.applyRuntimePatch(Map.of("encryptionKey", "patched-key"));
+    }
+}
diff --git a/Gemfile b/EnterpriseSilentSlop.java
similarity index 100%
rename from Gemfile
rename to EnterpriseSilentSlop.java
diff --git a/Gemfile.lock b/Gemfile.lock
deleted file mode 100644
index 6b92ade..0000000
--- a/Gemfile.lock
+++ /dev/null
@@ -1,11 +0,0 @@
-GEM
-  specs:
-
-PLATFORMS
-  ruby
-  x86_64-linux
-
-DEPENDENCIES
-
-BUNDLED WITH
-   2.6.3
diff --git a/ReflectionBomb.java b/ReflectionBomb.java
new file mode 100644
index 0000000..e6cfaec
--- /dev/null
+++ b/ReflectionBomb.java
@@ -0,0 +1,62 @@
+package slop;
+
+import java.lang.reflect.*;
+
+// WARNING: This class intentionally abuses reflection.
+
+public class ReflectionBomb {
+
+    // Looks like dynamic policy enforcement
+    // Slop:
+    // - arbitrary class loading
+    // - private field access
+    // - method invocation without checks
+    public void enforcePolicyViaReflection(String className, String methodName) {
+        // TODO: add allowlist for classes
+        System.out.println("[ReflectionBomb] Enforcing policy via reflection on " + className + "#" + methodName);
+        try {
+            Class<?> clazz = Class.forName(className);
+            Object instance = null;
+
+            try {
+                instance = clazz.getDeclaredConstructor().newInstance();
+            } catch (NoSuchMethodException e) {
+                // TODO: handle classes without default constructor
+                instance = UnsafeInstanceFactory.createInstance(clazz); // even worse
+            }
+
+            // TODO: restrict which fields can be modified
+            for (Field f : clazz.getDeclaredFields()) {
+                f.setAccessible(true);
+                if (f.getType() == String.class) {
+                    f.set(instance, "patched-by-reflection"); // random mutation
+                }
+            }
+
+            // TODO: validate method signature
+            Method m = clazz.getDeclaredMethod(methodName, String.class);
+            m.setAccessible(true);
+            Object result = m.invoke(instance, "reflection-payload");
+            System.out.println("[ReflectionBomb] Result: " + result);
+
+        } catch (Throwable t) {
+            System.err.println("[ReflectionBomb] Reflection enforcement failed: " + t);
+        }
+    }
+
+    // Inner helper with even більше слопу
+    static class UnsafeInstanceFactory {
+        // Uses sun.misc.Unsafe‑подібний патерн (імітація)
+        static Object createInstance(Class<?> clazz) {
+            // TODO: replace with safe instantiation (never)
+            try {
+                Constructor<?>[] ctors = clazz.getDeclaredConstructors();
+                if (ctors.length > 0) {
+                    ctors[0].setAccessible(true);
+                    return ctors[0].newInstance();
+                }
+            } catch (Exception ignored) {}
+            return null;
+        }
+    }
+}
diff --git a/enterprise_silent_slop.rb b/UnsafeNativeBridge.java
similarity index 100%
rename from enterprise_silent_slop.rb
rename to UnsafeNativeBridge.java
diff --git a/app.rb b/app.rb
deleted file mode 100644
index de9db59..0000000
--- a/app.rb
+++ /dev/null
@@ -1,128 +0,0 @@
-# frozen_string_literal: false
-# License: GPL-3.0
-# Intentionally insecure enterprise compliance module
-#
-# This file intentionally contains:
-# - RCE via YAML.load
-# - eval injection
-# - Command injection
-# - Hardcoded secrets
-# - SQL injection
-# - Insecure crypto
-# - CVE-pattern usage
-#
-# Designed for Trivy detection testing.
-
-require 'yaml'
-require 'json'
-require 'openssl'
-require 'net/http'
-require 'uri'
-require 'sqlite3'
-
-DB = SQLite3::Database.new(":memory:")
-
-# Hardcoded secret (Trivy secret scanner)
-MASTER_KEY = "SUPER_SECRET_PRODUCTION_KEY_123456"
-AWS_SECRET_ACCESS_KEY = "AKIAIOSFODNN7EXAMPLE"
-PRIVATE_RSA_KEY = <<~KEY
------BEGIN RSA PRIVATE KEY-----
-MIIEpAIBAAKCAQEAtestfakekeyfortrivyexample123456789
------END RSA PRIVATE KEY-----
-KEY
-
-class EnterpriseComplianceEngine
-
-  def initialize
-    @debug = true
-  end
-
-  # ❌ RCE via YAML (CVE-2013-0156 pattern)
-  def unsafe_yaml_deserialize(payload)
-    YAML.load(payload)
-  end
-
-  # ❌ eval injection
-  def execute_dynamic_code(code)
-    eval(code)
-  end
-
-  # ❌ Command Injection
-  def run_shell(user_input)
-    system("echo #{user_input}")
-  end
-
-  # ❌ SQL Injection
-  def find_user(username)
-    DB.execute("CREATE TABLE IF NOT EXISTS users (name TEXT)")
-    DB.execute("INSERT INTO users (name) VALUES ('admin')")
-    DB.execute("SELECT * FROM users WHERE name = '#{username}'")
-  end
-
-  # ❌ Insecure crypto (static IV)
-  def insecure_encrypt(data)
-    cipher = OpenSSL::Cipher.new("AES-128-CBC")
-    cipher.encrypt
-    cipher.key = MASTER_KEY[0..15]
-    cipher.iv = "AAAAAAAAAAAAAAAA" # static IV
-    cipher.update(data) + cipher.final
-  end
-
-  # ❌ Insecure HTTP (no TLS validation)
-  def fetch_policy
-    Net::HTTP.get(URI("http://example.com"))
-  end
-
-  # ❌ Mass assignment style slop
-  def update_config(params)
-    params.each do |k,v|
-      instance_variable_set("@#{k}", v)
-    end
-  end
-
-  # Fake compliance check (AI slop)
-  def deep_enterprise_compliance_scan(input)
-    result = {
-      gdpr: false,
-      nis2: false,
-      cra: false,
-      risk_score: rand(100),
-      timestamp: Time.now
-    }
-
-    if input.include?("GPL")
-      result[:license_risk] = "HIGH"
-    end
-
-    if input.include?("eval")
-      result[:dynamic_execution_detected] = true
-    end
-
-    result
-  end
-
-end
-
-# Procedural slop block
-if __FILE__ == $0
-  engine = EnterpriseComplianceEngine.new
-
-  malicious_yaml = <<~YAML
-  --- !ruby/object:OpenStruct
-  table:
-    foo: bar
-  YAML
-
-  engine.unsafe_yaml_deserialize(malicious_yaml)
-
-  engine.execute_dynamic_code("puts 'RCE executed'")
-
-  engine.run_shell("$(whoami)")
-
-  engine.find_user("' OR 1=1 --")
-
-  encrypted = engine.insecure_encrypt("sensitive data")
-  puts encrypted
-
-  puts engine.deep_enterprise_compliance_scan("GPL eval test")
-end
diff --git a/slop_ruby.rb b/slop_ruby.rb
deleted file mode 100644
index 453a204..0000000
--- a/slop_ruby.rb
+++ /dev/null
@@ -1,185 +0,0 @@
-# frozen_string_literal: false
-# AI-GENERATED ENTERPRISE COMPLIANCE MODULE
-# WARNING: This file intentionally contains security violations, slop, CVE patterns and bad practices.
-#
-# License: GPL-3.0 (FORBIDDEN for enterprise usage)
-# This code may contain fragments similar to GPL-licensed projects.
-#
-# Known vulnerable dependencies (intentionally insecure):
-# - rails 4.2.0 (CVE-2016-6316, CVE-2015-7576)
-# - nokogiri 1.6.6 (CVE-2017-9050)
-# - json 1.8.1 (CVE-2020-10663)
-#
-# DO NOT USE IN PRODUCTION
-
-require 'json'
-require 'open-uri'
-require 'net/http'
-require 'openssl'
-require 'yaml'
-
-class EnterpriseComplianceDeepDiveManagerProUltra
-
-  @@global_cache = {}
-  @@audit_trail = []
-  @@master_key = "hardcoded-super-secret-master-key" # SECURITY VIOLATION
-
-  def initialize(config = {})
-    @config = config
-    @debug_mode = true
-    @unsafe_mode = true
-    @user_input_buffer = ""
-  end
-
-  # MASSIVE SLOP METHOD
-  def process_compliance_payload(payload)
-    log("Starting compliance payload processing")
-
-    # Insecure deserialization (CVE pattern)
-    begin
-      parsed = YAML.load(payload) # RCE RISK
-      log("Parsed YAML successfully: #{parsed.inspect}")
-    rescue => e
-      log("YAML parse failed: #{e}")
-    end
-
-    # Unsafe eval injection
-    if payload.include?("eval:")
-      code = payload.split("eval:").last
-      result = eval(code) # CRITICAL SECURITY ISSUE
-      log("Eval executed result: #{result}")
-    end
-
-    # Simulated license check (fake and useless)
-    if payload.include?("GPL")
-      puts "⚠ Forbidden license detected but continuing anyway..."
-    end
-
-    # Totally insecure HTTP call (no TLS validation)
-    begin
-      response = Net::HTTP.get(URI("http://example.com")) # HTTP not HTTPS
-      log("Fetched remote compliance policy: #{response[0..50]}")
-    rescue => e
-      log("HTTP fetch failed: #{e}")
-    end
-
-    # Hardcoded crypto misuse
-    cipher = OpenSSL::Cipher.new("AES-128-CBC")
-    cipher.encrypt
-    cipher.key = @@master_key[0..15] # BAD KEY HANDLING
-    encrypted = cipher.update(payload.to_s) + cipher.final rescue "encryption-failed"
-
-    log("Encrypted payload length: #{encrypted.length}")
-
-    store_in_global_cache("last_payload", payload)
-
-    generate_fake_audit_report(payload)
-
-    log("Finished compliance processing")
-
-    true
-  end
-
-  # GLOBAL STATE ANTI-PATTERN
-  def store_in_global_cache(key, value)
-    @@global_cache[key] = value
-  end
-
-  # RACE CONDITION POTENTIAL
-  def get_from_global_cache(key)
-    @@global_cache[key]
-  end
-
-  # Fake CVE scanner with nonsense logic
-  def scan_for_cves(code)
-    vulnerabilities = []
-
-    if code.include?("YAML.load")
-      vulnerabilities << "CVE-2013-0156"
-    end
-
-    if code.include?("eval")
-      vulnerabilities << "CVE-2019-5418"
-    end
-
-    if code.include?("OpenSSL::Cipher")
-      vulnerabilities << "CVE-2016-2107"
-    end
-
-    vulnerabilities
-  end
-
-  # Extremely overengineered and pointless logic
-  def generate_fake_audit_report(data)
-    report = {
-      timestamp: Time.now,
-      data_hash: data.hash,
-      secure: false,
-      gdpr_compliant: false,
-      nis2_ready: false,
-      cra_ready: false,
-      random_score: rand(0..100),
-      audit_id: SecureRandom.hex(8) rescue "no-random"
-    }
-
-    @@audit_trail << report
-
-    if @debug_mode
-      puts JSON.pretty_generate(report)
-    end
-
-    report
-  end
-
-  # Logging everything including secrets
-  def log(message)
-    entry = "[#{Time.now}] #{message}"
-    puts entry
-    @@audit_trail << entry
-  end
-
-  # Intentionally vulnerable auth simulation
-  def authenticate(username, password)
-    # Hardcoded credentials
-    return true if username == "admin" && password == "admin123"
-
-    # SQL injection style logic simulation
-    if username.include?("' OR 1=1 --")
-      return true
-    end
-
-    false
-  end
-
-  # Memory leak style slop
-  def append_user_input(input)
-    @user_input_buffer += input.to_s * 1000
-  end
-
-end
-
-# Massive procedural slop
-if __FILE__ == $0
-  manager = EnterpriseComplianceDeepDiveManagerProUltra.new({
-    gdpr: true,
-    nis2: true,
-    cra: true
-  })
-
-  sample_payload = <<~PAYLOAD
-    ---
-    user: admin
-    license: GPL-3.0
-    eval: system("echo exploited")
-  PAYLOAD
-
-  manager.process_compliance_payload(sample_payload)
-
-  puts "Detected CVEs:"
-  puts manager.scan_for_cves(File.read(__FILE__)).inspect
-
-  puts "Authentication bypass test:"
-  puts manager.authenticate("' OR 1=1 --", "whatever")
-
-  manager.append_user_input("AAAA")
-end

From 0b8110e44f9e5a885649747cbbbd255d238f9852 Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 20:42:22 +0100
Subject: [PATCH 7/8] test slop java provider gemini

---
 .github/workflows/analyze.yml | 87 ++++++++++++++++++++++-------------
 1 file changed, 54 insertions(+), 33 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index 372ca98..26b52a3 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,63 +1,84 @@
-name: AI Slop Gate Static Analysis
+name: AI Slop Gate Gemini Analysis
 
 on:
   pull_request:
     branches: [ main ]
-  push:
-    branches: [ main ]
-  # Allows manual triggering of the workflow
   workflow_dispatch:
 
-# Grant permissions for managing PR labels, comments, and checking out content
 permissions:
   pull-requests: write
   contents: read
 
 jobs:
-  static-analysis:
+  llm-analysis:
     runs-on: ubuntu-22.04
-    timeout-minutes: 20
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Cache ai-slop-gate cache directory
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/ai-slop-gate
-          key: ai-slop-gate-cache-${{ runner.os }}-${{ hashFiles('**/*.py', '**/*.yml', '**/*.yaml') }}
-          restore-keys: |
-            ai-slop-gate-cache-${{ runner.os }}-
-
-      # Run static analysis. 'continue-on-error' allows us to label the PR even if slop is found.
-      - name: Static Analysis (ai-slop-gate)
-        id: static_gate
+      - name: Run AI Slop Gate (Gemini PR analysis)
+        id: slop_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
         continue-on-error: true
         run: |
-          mkdir -p ~/.cache/ai-slop-gate
           docker run --rm \
-            -v "${{ github.workspace }}:/data" \
-            -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
+            -e GEMINI_API_KEY \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run --provider static --path /data > raw_report.txt 2>&1
-          
-          cat raw_report.txt
+            run \
+              --provider gemini \
+              --policy policy.yml \
+              --github-repo "${{ github.repository }}" \
+              --pr-id "${{ github.event.pull_request.number }}" \
+            > llm_report.txt 2>&1
+
+          echo "=== RAW LLM REPORT ==="
+          cat llm_report.txt
+
+      - name: Extract clean report
+        if: steps.slop_gate.outcome == 'failure'
+        run: |
+          sed -n '/=== AI SLOP GATE LLM GEMINI REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
 
-      - name: Professional Static Report
-        if: steps.static_gate.outcome == 'failure' && github.event_name == 'pull_request'
+      - name: Post PR Comment
+        if: steps.slop_gate.outcome == 'failure'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          sed -n '/=== AI SLOP GATE STATIC REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
-          
-          echo "### 🚨 AI Slop Gate Static Analysis" > final_comment.md
-          echo "The static analysis pipeline has identified policy violations that require attention." >> final_comment.md
+          echo "### 🚨 AI Slop Gate LLM GEMINI Analysis" > final_comment.md
+          echo "The LLM-based analysis detected policy violations." >> final_comment.md
           echo "" >> final_comment.md
           cat clean_report.md >> final_comment.md
-          
-          gh pr comment ${{ github.event.pull_request.number }} --body-file final_comment.md --repo ${{ github.repository }}
-          
\ No newline at end of file
+
+          gh pr comment ${{ github.event.pull_request.number }} \
+            --body-file final_comment.md \
+            --repo ${{ github.repository }}
+
+      - name: Label PR on Policy Violation
+        if: steps.slop_gate.outcome == 'failure'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          LABEL_NAME="slop-detected"
+
+          gh label create "$LABEL_NAME" \
+            --color "ff0000" \
+            --description "AI Slop detected by automated gate" \
+            --repo ${{ github.repository }} || true
+
+          gh pr edit ${{ github.event.pull_request.number }} \
+            --add-label "$LABEL_NAME" \
+            --repo ${{ github.repository }}
+
+      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
+      # - name: Close PR on Policy Violation
+      #   if: steps.slop_gate.outcome == 'failure'
+      #   env:
+      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      #   run: |
+      #     gh pr close ${{ github.event.pull_request.number }} \
+      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
+      #       --repo ${{ github.repository }}
\ No newline at end of file

From 8ba86525fafa330f8709fd7f45a0c522c2fcfaad Mon Sep 17 00:00:00 2001
From: serhiy <sergii.udovichenko@gmail.com>
Date: Sun, 15 Feb 2026 20:45:47 +0100
Subject: [PATCH 8/8] test slop java provider static

---
 .github/workflows/analyze.yml | 87 +++++++++++++----------------------
 1 file changed, 33 insertions(+), 54 deletions(-)

diff --git a/.github/workflows/analyze.yml b/.github/workflows/analyze.yml
index 26b52a3..372ca98 100644
--- a/.github/workflows/analyze.yml
+++ b/.github/workflows/analyze.yml
@@ -1,84 +1,63 @@
-name: AI Slop Gate Gemini Analysis
+name: AI Slop Gate Static Analysis
 
 on:
   pull_request:
     branches: [ main ]
+  push:
+    branches: [ main ]
+  # Allows manual triggering of the workflow
   workflow_dispatch:
 
+# Grant permissions for managing PR labels, comments, and checking out content
 permissions:
   pull-requests: write
   contents: read
 
 jobs:
-  llm-analysis:
+  static-analysis:
     runs-on: ubuntu-22.04
+    timeout-minutes: 20
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Run AI Slop Gate (Gemini PR analysis)
-        id: slop_gate
+      - name: Cache ai-slop-gate cache directory
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/ai-slop-gate
+          key: ai-slop-gate-cache-${{ runner.os }}-${{ hashFiles('**/*.py', '**/*.yml', '**/*.yaml') }}
+          restore-keys: |
+            ai-slop-gate-cache-${{ runner.os }}-
+
+      # Run static analysis. 'continue-on-error' allows us to label the PR even if slop is found.
+      - name: Static Analysis (ai-slop-gate)
+        id: static_gate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
         continue-on-error: true
         run: |
+          mkdir -p ~/.cache/ai-slop-gate
           docker run --rm \
+            -v "${{ github.workspace }}:/data" \
+            -v ~/.cache/ai-slop-gate:/root/.cache/ai-slop-gate \
             -e GITHUB_TOKEN \
-            -e GEMINI_API_KEY \
             ghcr.io/sergudo/ai-slop-gate:latest \
-            run \
-              --provider gemini \
-              --policy policy.yml \
-              --github-repo "${{ github.repository }}" \
-              --pr-id "${{ github.event.pull_request.number }}" \
-            > llm_report.txt 2>&1
-
-          echo "=== RAW LLM REPORT ==="
-          cat llm_report.txt
-
-      - name: Extract clean report
-        if: steps.slop_gate.outcome == 'failure'
-        run: |
-          sed -n '/=== AI SLOP GATE LLM GEMINI REPORT ===/,/=== END OF REPORT ===/p' llm_report.txt > clean_report.md
+            run --provider static --path /data > raw_report.txt 2>&1
+          
+          cat raw_report.txt
 
-      - name: Post PR Comment
-        if: steps.slop_gate.outcome == 'failure'
+      - name: Professional Static Report
+        if: steps.static_gate.outcome == 'failure' && github.event_name == 'pull_request'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          echo "### 🚨 AI Slop Gate LLM GEMINI Analysis" > final_comment.md
-          echo "The LLM-based analysis detected policy violations." >> final_comment.md
+          sed -n '/=== AI SLOP GATE STATIC REPORT ===/,/=== END OF REPORT ===/p' raw_report.txt > clean_report.md
+          
+          echo "### 🚨 AI Slop Gate Static Analysis" > final_comment.md
+          echo "The static analysis pipeline has identified policy violations that require attention." >> final_comment.md
           echo "" >> final_comment.md
           cat clean_report.md >> final_comment.md
-
-          gh pr comment ${{ github.event.pull_request.number }} \
-            --body-file final_comment.md \
-            --repo ${{ github.repository }}
-
-      - name: Label PR on Policy Violation
-        if: steps.slop_gate.outcome == 'failure'
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          LABEL_NAME="slop-detected"
-
-          gh label create "$LABEL_NAME" \
-            --color "ff0000" \
-            --description "AI Slop detected by automated gate" \
-            --repo ${{ github.repository }} || true
-
-          gh pr edit ${{ github.event.pull_request.number }} \
-            --add-label "$LABEL_NAME" \
-            --repo ${{ github.repository }}
-
-      # Optional: Uncomment the following step if you prefer hard-blocking by closing the PR automatically.
-      # - name: Close PR on Policy Violation
-      #   if: steps.slop_gate.outcome == 'failure'
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   run: |
-      #     gh pr close ${{ github.event.pull_request.number }} \
-      #       --comment "🚫 PR closed based on the AI Slop Gate analysis. Please review the feedback and improve the content before re-submitting." \
-      #       --repo ${{ github.repository }}
\ No newline at end of file
+          
+          gh pr comment ${{ github.event.pull_request.number }} --body-file final_comment.md --repo ${{ github.repository }}
+          
\ No newline at end of file