
Triaging Security Findings
- 64 installs
- 129 repo stars
- Updated August 4, 2026
- bitwarden/ai-plugins
triaging-security-findings is a Claude skill that triages Checkmarx, SonarCloud, and Grype scanner alerts via GitHub Advanced Security and manages finding states and dismissals.
About
This skill triages security findings from code and dependency scanners. A developer uses it to query GitHub Advanced Security code-scanning, Dependabot, and secret-scanning alerts, interpret Checkmarx and SonarCloud results, and set the correct finding state or dismiss false positives with documented rationale. It covers the Checkmarx, SonarCloud, and Grype scanner landscape and a data-flow-based false-positive protocol.
- Triages Checkmarx SAST, SonarCloud, and Grype scanner findings
- Queries GitHub Advanced Security alerts via gh api and dismisses false positives
- Defines Checkmarx finding states and a false-positive decision protocol
Triaging Security Findings by the numbers
- 64 all-time installs (skills.sh)
- Ranked #1,216 of 2,203 Security skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
triaging-security-findings capabilities & compatibility
- Capabilities
- security audit · code review
- Works with
- github
- Use cases
- security audit
- Pricing
- Free
What triaging-security-findings says it does
This skill should be used when the user asks to "triage security findings", "fix a Checkmarx finding", "review SonarCloud results", "dismiss a false positive"
Bitwarden uses three scanners, all triggered by the `scan.yml` GitHub Actions workflow in each repository:
Never mark as Not Exploitable** just because the app isn't in production yet
npx skills add https://github.com/bitwarden/ai-plugins --skill triaging-security-findingsAdd your badge
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| Installs | 64 |
|---|---|
| repo stars | ★ 129 |
| Last updated | August 4, 2026 |
| Repository | bitwarden/ai-plugins ↗ |
What it does
Triage Checkmarx, SonarCloud, and Grype scanner findings and dismiss false positives with documented rationale.
Who is it for?
Engineers triaging code-scanning alerts, fixing Checkmarx findings, or dismissing SonarCloud false positives.
Skip if: Building a threat model or reviewing security architecture, which other skills cover.
When should I use this skill?
You need to triage security findings, fix a Checkmarx finding, review SonarCloud results, or check code scanning alerts.
What you get
Each finding gets the correct state or a documented dismissal, and false positives are traced before closing.
- Triaged scanner findings
- Correct finding-state assignments
- Documented false-positive dismissals
By the numbers
- 3 scanners (Checkmarx, SonarCloud, Grype)
- 4 Checkmarx finding states
- false-positive decision tree
Files
Scanner Landscape
Bitwarden uses three scanners, all triggered by the scan.yml GitHub Actions workflow in each repository:
Checkmarx One — SAST (static analysis) and IaC (infrastructure as code) scanning. Dedicated cloud tenant named "bitwarden". Results upload to GitHub Advanced Security via SARIF format and post as PR annotations. Checkmarx understands branch differences, so PR results show only what changed. Access the Checkmarx webapp at the AST WebApp (tenant: "bitwarden") or via the Workspace Directory.
SonarCloud — Quality and security hotspot scanning. Free public cloud offering (not licensed for private repos). Uses quality profiles and gates for customized results. Posts PR annotations. Results also propagate to GitHub's security section. Configure via sonar-config input: default, dotnet, or maven.
Grype — Container image and filesystem vulnerability scanner. CVE-focused. Used for supply chain and dependency vulnerability detection.
GitHub Advanced Security API
Use these gh api commands to query and manage security findings:
Code Scanning Alerts (Checkmarx, SonarCloud)
# List all open code scanning alerts
gh api /repos/{owner}/{repo}/code-scanning/alerts --jq '.[] | {number, state, rule: .rule.id, severity: .rule.security_severity_level, path: .most_recent_instance.location.path}'
# Get details for a specific alert
gh api /repos/{owner}/{repo}/code-scanning/alerts/{alert_number}
# Filter alerts by path (useful for file-specific triage)
gh api "/repos/{owner}/{repo}/code-scanning/alerts?ref={branch}&state=open" --jq '.[] | select(.most_recent_instance.location.path | startswith("src/Api"))'
# Filter by tool (separate Checkmarx from SonarCloud results)
gh api "/repos/{owner}/{repo}/code-scanning/alerts?tool_name=Checkmarx&state=open"
gh api "/repos/{owner}/{repo}/code-scanning/alerts?tool_name=SonarQube&state=open"
# Dismiss an alert as false positive
gh api -X PATCH /repos/{owner}/{repo}/code-scanning/alerts/{alert_number} \
-f state=dismissed \
-f dismissed_reason=false\ positive \
-f dismissed_comment="Rationale for dismissal"
# Dismiss as won't fix
gh api -X PATCH /repos/{owner}/{repo}/code-scanning/alerts/{alert_number} \
-f state=dismissed \
-f dismissed_reason=won\'t\ fix \
-f dismissed_comment="Rationale"Dependabot Alerts
# List open Dependabot alerts
gh api /repos/{owner}/{repo}/dependabot/alerts --jq '.[] | {number, state, severity: .security_vulnerability.severity, package: .security_vulnerability.package.name, ecosystem: .security_vulnerability.package.ecosystem}'
# Get specific alert details
gh api /repos/{owner}/{repo}/dependabot/alerts/{alert_number}Secret Scanning Alerts
# List secret scanning alerts
gh api /repos/{owner}/{repo}/secret-scanning/alerts --jq '.[] | {number, state, secret_type, created_at}'Checkmarx Finding States
These are the states available in Checkmarx for managing findings. Getting the state right matters — it affects whether the finding reappears in future scans.
| State | When to Use | Effect |
|---|---|---|
| Not Exploitable | CERTAIN there is no potential risk at ANY point in the product's lifecycle | Finding stops appearing in subsequent scans |
| Proposed Not Exploitable | Suspected false positive, needs team verification | Flags for review; requires manager approval for promotion |
| Confirmed | Vulnerability poses a real risk to be addressed during development | Tracked as known issue |
| Urgent | Acute risk requiring immediate attention | Escalated priority |
Critical Rules for State Changes
- Never mark as Not Exploitable just because the app isn't in production yet, or because it's currently on a local server. Consider the full product lifecycle — if deploying to cloud or going to production would make it exploitable, it IS exploitable.
- Validation is not sufficient. Checkmarx does not consider adding validation steps as a foolproof solution because they leave threatening input values in place. Sanitizers (which replace threatening values) are preferred. Do not mark a finding as Not Exploitable solely on the basis of a validation step.
- When uncertain, use Proposed Not Exploitable and discuss with the team or #team-eng-appsec.
- Document the rationale — every state change should include a clear explanation of why.
SonarCloud Finding Management
SonarCloud categorizes findings as issues (code quality and bugs) and security hotspots (code that needs manual security review).
- Issues have severity levels and can be resolved, confirmed, or marked as won't fix
- Security hotspots require review to determine if they are actually vulnerable
- Quality gates enforce thresholds — a failing quality gate blocks the PR
- Results depend on the base branch quality; until initial triage is complete, PR results may be noisy
False Positive Protocol
Before dismissing any finding, follow this decision tree:
1. Trace the data flow. Can untrusted input actually reach the flagged sink? Follow the data from entry point through all transformations to the flagged location. 2. Check for existing sanitization. Is there encoding, escaping, or sanitization in the data path? Remember: validation alone is insufficient for Checkmarx findings. 3. Consider the full lifecycle. Even if the code isn't deployed to a risky environment today, will it be? Private repos may go public. Local deployments may move to cloud. 4. Document the rationale. Every dismissal must include a clear, reviewable explanation of why the finding is not exploitable.
If any step is uncertain, mark as Proposed Not Exploitable rather than Not Exploitable.
Fix Implementation Patterns
Common remediation patterns by vulnerability type:
| Vulnerability | Wrong | Right |
|---|---|---|
| SQL Injection | String concatenation in queries | Parameterized queries / stored procedures |
| XSS | Raw interpolation in HTML | Output encoding / framework auto-escaping |
| Path Traversal | Direct use of user-supplied paths | Canonicalize + validate against allowed base path |
| SSRF | Direct use of user-supplied URLs | Allowlist of permitted hosts/schemes |
| Insecure Deserialization | Deserializing untrusted input with type info | Use safe serializers, avoid TypeNameHandling.All |
| Hardcoded Secrets | Credentials in source code | Environment variables / Azure Key Vault |
| XXE | Default XML parser settings | Disable DTD processing and external entities |
Private Repository Notes
- SARIF upload to GitHub Advanced Security will fail for private repos (GitHub billing limitation). Disable by passing
upload-sarif: falseto the Checkmarx reusable workflow. - SonarCloud is not licensed for private repos. Remove the
qualityjob fromscan.ymlentirely for private repos. - When a private repo goes public, re-enable both.
Related skills
FAQ
Which scanners does it cover?
Checkmarx One (SAST/IaC), SonarCloud (quality and security hotspots), and Grype (container and filesystem CVEs).
When should a finding be marked Not Exploitable?
Only when certain there is no risk at any point in the product lifecycle, never just because the app isn't in production yet.