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SonarQube analysis · florianbruniaux | DecimalAI

code reviewby florianbruniaux

SonarQube analysis

florianbruniaux/sonarqube

Source florianbruniaux/claude-code-ultimate-guide ↗License CC-BY-SA-4.0

Analyze SonarCloud quality issues for a specific PR

SkillScore84Maintained

On-demandOn-demand: invoked explicitly — never occupies your agent's context until called.

QA & Test Engineering pack

Last verified 10/8/2026

What it changes

Passed 16 of 19 test cases with the skill, and 6 of 19 without it.

Without skill32%

With skill84%

Checks it passed that the model alone missed

executes rm -f /tmp/fetch_sonar.sh
slices top violated rules to 5 items
assigns P1 priority for addressing in the current PR

and 10 more in the full report

10 fixed6 passed either way3 still failing0 broke3 errored

Pass-rate lift: +53 pp
Tokens: +141%
Agent turns: 0%
Response time: -38%

Model gemini-3.6-flashMeasured 10/8/2026v216 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/florianbruniaux-sonarqube/SKILL.md https://app.decimal.ai/s/florianbruniaux-sonarqube/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add florianbruniaux-sonarqube, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/florianbruniaux-sonarqube/ and pins it in .decimal/skills.lock

decimalai skills add florianbruniaux-sonarqube

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/florianbruniaux-sonarqube/SKILL.md https://app.decimal.ai/s/florianbruniaux-sonarqube/SKILL.md

Raw file: /s/florianbruniaux-sonarqube/SKILL.md ↗ · machine-readable summary at /s/florianbruniaux-sonarqube.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

In the Node.js script that processes raw SonarCloud issue data, how many top violated rules should be included in the output JSON summary?

What was checked, without and with the skill
Checked	Without skill	With skill
slices top violated rules to 5 items	Missed	Passed

case-11 · gemini-3.6-flash · 10/8/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md367 linessingle file

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

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

Prerequisites

Environment variable

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

# Verify token is set
echo $SONARQUBE_TOKEN

To get token:

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

Project configuration

Configure your SonarCloud project details:

# 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"

Track record

Benchmark

16 / 19

test cases passed, vs 6 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 10/8/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

florianbruniaux / claude-code-ultimate-guide

examples/skills/sonarqube/SKILL.md

View on GitHub ↗

License CC-BY-SA-4.0Imported 10/8/2026Version v2

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

SonarQube analysis

Process

Prerequisites

Environment variable

Project configuration

Track record

Benchmark

Adoption

SkillSafety

Source

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