Overview
Per docs.github.com/code-security/codeql-cli (opens in new window):
CodeQL is GitHub's semantic-analysis SAST: build a database of the codebase (control flow, data flow, type info), run .ql queries against it, emit SARIF for GitHub Code Scanning. This database-then-query model catches cross-file taint flows (user input reaching a SQL sink unsanitized) that pattern matchers cannot express.
When to use
For multi-platform CI without GitHub, use semgrep-rules or sonarqube-rules.
Step 1 - Install
CodeQL CLI download from github.com/github/codeql-cli-binaries/releases (opens in new window). Per cql-docs (opens in new window) the CLI is bundled separately from the queries - install both:
# Download CodeQL CLI (per platform)
curl -L https://github.com/github/codeql-cli-binaries/releases/latest/download/codeql-linux64.zip -o codeql.zip
unzip codeql.zip
export PATH="$PATH:$PWD/codeql"
# Verify
codeql --versionQuery packs (the .ql files) are pulled per-scan via --download flag or pre-installed via codeql pack download.
Step 2 - Create a database
# For interpreted languages (JS, Python, Ruby): no build needed
codeql database create my-db --language=javascript --source-root=.
# For compiled languages (Java, C#, Go): wrap the build
codeql database create my-db --language=java --command="./gradlew build" --source-root=.
codeql database create my-db --language=cpp --command="make all"The --language flag accepts: cpp / csharp / go / java / javascript / python / ruby / swift / kotlin (verify support against cql-docs (opens in new window) for the current CodeQL release).
For JS/TS + Python, the --build-mode none extraction works without a build step. For Java/C#/C++, you MUST wrap the project's build via --command so CodeQL can observe compilation.
Step 3 - Analyze with query packs
codeql database analyze my-db \
--format=sarif-latest \
--output=results.sarif \
codeql/javascript-queriesThe full per-language pack list, the query suites (code-scanning, security-and-quality, security-extended), a custom .ql query example, and the GitHub Actions CI integration are in references/codeql-reference.md.
Step 4 - False-positive triage (MANDATORY)
Three layers:
| Mechanism | Example | When to use |
|---|---|---|
Inline // codeql[<rule-id>] | // codeql[js/sql-injection] - Reason: input pre-sanitized via library X | Single-line exception with documented rationale |
| SARIF post-processing filter | cat results.sarif | jq 'del(.runs[].results[] | select(.ruleId == "js/path-injection" and .locations[].physicalLocation.artifactLocation.uri | startswith("vendor/")))' | Bulk exclusion of vendored / generated code |
| GitHub Security tab dismissal | UI: "Dismiss alert" → False positive / Won't fix / Used in tests | Persistent, auditable, requires reviewer comment |
Justification template (mandatory in code):
// codeql[js/sql-injection]
// Reason: parameter pre-validated via Joi schema (line 42); literal interpolation safe
// Reviewer: alice@example.com (2026-05-15)
// Expires: 2026-12-15
const result = await db.query(`SELECT * FROM users WHERE id = ${userId}`);GitHub Security tab dismissals are persistent + auditable + show in the audit log; prefer them over inline comments for production suppressions.
Cadence: every quarter, review GitHub Security → "Dismissed alerts" filter; expired ones reopened for re-review.
Step 5 - Database performance
CodeQL databases can be GBs for large codebases. Performance flags:
codeql database create my-db --language=java \
--command="./gradlew build" \
--threads=8 \
--ram=8192 # MBFor incremental scanning (changed-files-only), GitHub's hosted runner uses caching across runs. Self-hosted CI must implement caching manually (the codeql-action/init action handles it on GitHub).
Anti-patterns
| Anti-pattern | Why it fails | Fix |
|---|---|---|
Skip --command for compiled languages | Database empty; analysis returns no findings silently | Always wrap the build (Step 2) |
Use security-extended without baseline | Flood of pre-existing findings overwhelms the team | Start with code-scanning; ratchet up |
| Inline comment without GitHub dismissal | No audit trail | Use Security-tab dismissal for persistent FPs (Step 4) |
| Run CodeQL on every PR for large codebase | Database creation is slow (10 - 30 min); PR cycle slow | Schedule full scan nightly; PR-only delta scanning via Code Scanning |
| Custom queries without test suite | Bugs in custom queries miss real findings | Use codeql test to validate against expected-results files |
Limitations
References
Reference detail for codeql-queries. The SKILL.md spine keeps the core create/analyze/triage path; this file holds the full pack list, the custom .ql example, and the GitHub Actions integration. Per docs.github.com/code-security/codeql-cli (opens in new window).
Query packs
| Pack | Coverage |
|---|---|
codeql/javascript-queries | JS/TS standard checks |
codeql/python-queries | Python checks |
codeql/java-queries | Java + Kotlin checks |
codeql/go-queries | Go checks |
codeql/cpp-queries | C/C++ checks |
codeql/csharp-queries | C# checks |
codeql/ruby-queries | Ruby checks |
codeql/swift-queries | Swift checks |
Each pack ships query suites: code-scanning (default for GitHub Code Scanning), security-and-quality (broader), security-extended (more rules, more false positives).
codeql database analyze my-db \
codeql/javascript-queries:codeql-suites/javascript-security-extended.qls \
--format=sarif-latest \
--output=results.sarifCustom query authoring
/**
* @name Hardcoded JWT secret in jwt.sign call
* @description Detects jwt.sign() calls with literal-string secret
* @kind problem
* @problem.severity error
* @id js/hardcoded-jwt-secret
* @tags security
* external/cwe/cwe-798
*/
import javascript
from CallExpr call, StringLiteral secret
where
call.getCalleeName() = "sign" and
call.getReceiver().(VarRef).getName() = "jwt" and
call.getArgument(1) = secret
select call, "Hardcoded JWT secret detected: " + secret.getValue()Custom queries register in a query suite (.qls) for selective execution. Validate them with codeql test against expected-results files.
CI integration (GitHub Actions)
Most teams use the GitHub-hosted action for any GitHub-hosted repo:
jobs:
codeql:
runs-on: ubuntu-latest
permissions:
security-events: write # for SARIF upload to Security tab
steps:
- uses: actions/checkout@v5
- uses: github/codeql-action/init@v3
with:
languages: javascript, python
queries: security-extended
- run: ./gradlew build # or whatever build step is needed
- uses: github/codeql-action/analyze@v3
with:
category: "/language:javascript"For non-GitHub CI (GitLab / Jenkins), use the CodeQL CLI directly (create + analyze) and upload SARIF to GitHub Code Scanning via the API or a SARIF-compatible viewer.