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Sonarqube

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FlorianBruniaux
sonarqube

Analyze SonarCloud quality issues for a specific PR

Overview

PublisherFlorianBruniaux
Repositoryclaude-code-ultimate-guide
Skill namesonarqube
Stars
6.1K
Forks
807
Bundled files
Instructions only
LicenseCC-BY-SA-4.0
Links
  • Markdown instructions

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

  • Works with any LLM

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

  • Self-contained

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

  • Open source

    Published by FlorianBruniaux on GitHub. Read the source before you install it.

Installation

Install the Sonarqube 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.
    https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/examples/skills/sonarqube
  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/FlorianBruniaux/claude-code-ultimate-guide.git /tmp/claude-code-ultimate-guide
mkdir -p .claude/skills
cp -r /tmp/claude-code-ultimate-guide/examples/skills/sonarqube .claude/skills/sonarqube
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Sonarqube 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 Sonarqube 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 Sonarqube 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.

SonarQube analysis

Analyze SonarCloud quality issues for a specific PR. Generates comprehensive report with metrics, top violators, and action plan.

Core principle: Analysis-only = no code changes, pure insight.

Process

  1. Verify Token: Check $SONARQUBE_TOKEN environment variable
  2. Fetch Issues: Call SonarCloud API for PR issues
  3. Parse Data: Group by severity, type, file, rule
  4. Generate Report: Structured output with action plan
  5. Cleanup: Remove temporary files

Prerequisites

Environment variable

bash
# Set SonarQube token (add to ~/.bashrc or ~/.zshrc)
export SONARQUBE_TOKEN="your_token_here"

# Verify token is set
echo $SONARQUBE_TOKEN

To get token:

  1. Go to SonarCloud → My Account → Security
  2. Generate new token
  3. Copy and export as environment variable

Project configuration

Configure your SonarCloud project details:

bash
# Add to project's CLAUDE.md or as environment variables
SONAR_ORGANIZATION="your-org-name"
SONAR_PROJECT_KEY="your-org_your-project"
SONAR_BASE_URL="https://sonarcloud.io/api"

If not set: Ask user to provide organization and project key.

Fetch issues

Important: Direct curl with -u "$SONARQUBE_TOKEN:" fails in zsh due to authentication parsing. Use bash script wrapper:

bash
# Create temporary bash script to handle authentication
cat > /tmp/fetch_sonar.sh << 'SCRIPT'
#!/bin/bash
curl -s -u "${SONARQUBE_TOKEN}:" \
  "https://sonarcloud.io/api/issues/search?componentKeys=${SONAR_PROJECT_KEY}&pullRequest=$1&issueStatuses=OPEN,CONFIRMED&sinceLeakPeriod=true&ps=500"
SCRIPT

chmod +x /tmp/fetch_sonar.sh
/tmp/fetch_sonar.sh $PR_NUMBER > /tmp/sonar_pr_$PR_NUMBER.json

API Parameters:

  • componentKeys: Your project key
  • pullRequest: PR number
  • issueStatuses: OPEN,CONFIRMED (exclude resolved)
  • sinceLeakPeriod: Only new issues in this PR
  • ps: Page size (max 500)

Analysis script

Create Node.js analysis script at /tmp/sonar_analyze.js:

javascript
const fs = require('fs');
const prNumber = process.argv[2];
const data = JSON.parse(fs.readFileSync(`/tmp/sonar_pr_${prNumber}.json`, 'utf8'));
const issues = data.issues || [];

// Group by severity
const bySeverity = issues.reduce((acc, i) => {
  acc[i.severity] = (acc[i.severity] || 0) + 1;
  return acc;
}, {});

// Group by type
const byType = issues.reduce((acc, i) => {
  acc[i.type] = (acc[i.type] || 0) + 1;
  return acc;
}, {});

// Group by file
const byFile = issues.reduce((acc, i) => {
  const file = i.component.split(':')[1] || i.component;
  acc[file] = (acc[file] || 0) + 1;
  return acc;
}, {});

// Group by rule
const byRule = issues.reduce((acc, i) => {
  if (!acc[i.rule]) {
    acc[i.rule] = {
      count: 0,
      severity: i.severity,
      message: i.message
    };
  }
  acc[i.rule].count++;
  return acc;
}, {});

// Output structured data
console.log(JSON.stringify({
  total: data.total,
  bySeverity,
  byType,
  topFiles: Object.entries(byFile)
    .sort((a, b) => b[1] - a[1])
    .slice(0, 10),
  topRules: Object.entries(byRule)
    .map(([rule, d]) => ({ rule, ...d }))
    .sort((a, b) => b.count - a.count)
    .slice(0, 5)
}, null, 2));

Run analysis:

bash
node /tmp/sonar_analyze.js $PR_NUMBER > /tmp/sonar_analysis_$PR_NUMBER.json

Report format

Generate formatted report from analysis:

📊 SonarCloud Analysis - PR #XXX

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📈 EXECUTIVE SUMMARY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Total Issues: {TOTAL}

By Severity:
🔴 Blocker/Critical: {COUNT} ({PERCENTAGE}%)
🟡 Major: {COUNT} ({PERCENTAGE}%)
🔵 Minor/Info: {COUNT} ({PERCENTAGE}%)

By Type:
🐛 Bugs: {COUNT}
🛡️ Vulnerabilities: {COUNT}
🧹 Code Smells: {COUNT}

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📂 TOP 10 FILES WITH ISSUES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

1. src/components/UserProfile.tsx - 8 issues
2. src/services/auth.service.ts - 5 issues
3. src/utils/validation.ts - 4 issues
...

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
⚠️ TOP 5 VIOLATED RULES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

1. typescript:S1854 (MAJOR) - 12 occurrences
   "Dead stores should be removed"

2. typescript:S3776 (CRITICAL) - 8 occurrences
   "Cognitive Complexity of functions should not be too high"

3. typescript:S1186 (MINOR) - 6 occurrences
   "Functions should not be empty"
...

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✅ ACTION PLAN
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Priority 1 - CRITICAL/BLOCKER ({COUNT} issues):
  • Fix immediately before merge
  • Focus on: {TOP_FILES}

Priority 2 - MAJOR ({COUNT} issues):
  • Address in this PR if possible
  • Consider technical debt ticket if extensive

Priority 3 - MINOR/INFO ({COUNT} issues):
  • Can be addressed in follow-up PR
  • Add to backlog for refactoring sprint

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🔗 LINKS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

View in SonarCloud:
https://sonarcloud.io/project/pull_requests_list?id={PROJECT_KEY}&pullRequest={PR_NUMBER}

Severity mapping

SonarCloudSymbolPriorityAction
BLOCKER🔴P0Fix immediately
CRITICAL🔴P0Fix immediately
MAJOR🟡P1Fix in this PR
MINOR🔵P2Consider for follow-up
INFO🔵P3Optional improvement

Issue types

TypeSymbolDescription
BUG🐛Code that is demonstrably wrong
VULNERABILITY🛡️Security issues
CODE_SMELL🧹Maintainability issue
SECURITY_HOTSPOT🔒Security-sensitive code to review

Cleanup

Always clean up temporary files after execution:

bash
rm -f /tmp/fetch_sonar.sh
rm -f /tmp/sonar_pr_$PR_NUMBER.json
rm -f /tmp/sonar_analyze.js
rm -f /tmp/sonar_analysis_$PR_NUMBER.json

Error handling

ErrorCauseAction
Token not set$SONARQUBE_TOKEN missingAsk user to export token
401 UnauthorizedInvalid or expired tokenRequest new token from SonarCloud
404 Not FoundPR doesn't exist in SonarCloudVerify PR number and project key
Empty responseNo issues foundReport clean PR, congratulate team
>500 issuesPagination limit reachedWarn about incomplete data, suggest filtering
Network errorAPI unreachableCheck internet connection, retry

Configuration options

Project-level configuration

Create .sonarcloud.properties or add to CLAUDE.md:

properties
# SonarCloud Configuration
SONAR_ORGANIZATION=your-org
SONAR_PROJECT_KEY=your-org_your-project
SONAR_EXCLUSIONS=**/*.test.ts,**/*.spec.ts,**/migrations/**
SONAR_COVERAGE_EXCLUSIONS=**/*.test.ts,src/test/**

API rate limits

SonarCloud API limits:

  • Free tier: 10,000 requests/day
  • Paid tier: Unlimited

Tip: Cache results for repeated queries to same PR.

Integration examples

GitHub Actions

yaml
- name: SonarQube Analysis
  run: |
    export SONARQUBE_TOKEN=${{ secrets.SONAR_TOKEN }}
    export SONAR_PROJECT_KEY="${{ secrets.SONAR_PROJECT }}"
    claude -p "/sonarqube ${{ github.event.pull_request.number }}"

Pre-merge Hook

Add to .claude/hooks/pre-merge.sh:

bash
#!/bin/bash
PR_NUMBER=$(gh pr view --json number -q .number)
claude -p "/sonarqube $PR_NUMBER"

Red flags - NEVER do

Never:

  • ❌ Modify code or auto-fix issues (analysis-only command)
  • ❌ Skip token verification (security risk)
  • ❌ Leave temp files in /tmp (cleanup required)
  • ❌ Commit SonarQube token to repository (use env vars)
  • ❌ Run without checking token expiration

Always:

  • ✅ Generate structured, actionable report
  • ✅ Clean up after execution
  • ✅ Handle API errors gracefully
  • ✅ Verify token is valid before API calls
  • ✅ Parse and present data clearly

Advanced usage

Custom filters

bash
# Only show critical/blocker issues
/sonarqube 123 --severity BLOCKER,CRITICAL

# Only show bugs and vulnerabilities
/sonarqube 123 --types BUG,VULNERABILITY

# Specific file pattern
/sonarqube 123 --files "src/services/**"

Multiple PRs

bash
# Compare issues across PRs
/sonarqube 123,124,125 --compare

Troubleshooting

Issue: "curl: (22) The requested URL returned error: 401"

Cause: Invalid or missing token

Fix:

bash
# Regenerate token in SonarCloud
# Export new token
export SONARQUBE_TOKEN="new_token_here"

Issue: "Empty response or no issues"

Cause: Analysis not yet complete or PR not analyzed

Fix: Wait for SonarCloud analysis to complete (~2-5 minutes after PR creation)

Issue: "componentKeys not found"

Cause: Wrong project key

Fix: Verify project key in SonarCloud URL:

https://sonarcloud.io/project/overview?id=YOUR_PROJECT_KEY

Usage examples

bash
# Basic usage
/sonarqube 170

# With PR prefix
/sonarqube PR #234

# Using PR URL
/sonarqube https://github.com/org/repo/pull/170

# Custom severity filter (if implemented)
/sonarqube 170 --critical-only

PR Number: $ARGUMENTS

Frequently asked questions

What does the Sonarqube AI skill do?

Analyze SonarCloud quality issues for a specific PR

Why use Sonarqube on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/examples/skills/sonarqube. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Sonarqube?

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 Sonarqube?

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

Is the Sonarqube AI skill free?

Yes. It is published on GitHub by FlorianBruniaux under the CC-BY-SA-4.0 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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