Use when automated scanners drive a security sweep of a repo or app — SAST, dependency/lockfile CVEs, secrets in the tree or git history, IaC misconfig — and the raw output has to become one deduped, exploitability-ranked report CI can gate on. NOT threat-modeling, OWASP design reasoning, or hand-authoring the fix (that is `secure-coding`).
Installs into .claude/skills of the current project.
Are you the author of Security Scan?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/ericrisco-security-scan)
---
name: security-scan
description: "Use when automated scanners drive a security sweep of a repo or app — SAST, dependency/lockfile CVEs, secrets in the tree or git history, IaC misconfig — and the raw output has to become one deduped, exploitability-ranked report CI can gate on. NOT threat-modeling, OWASP design reasoning, or hand-authoring the fix (that is `secure-coding`)."
tags: [security, sast, sca, secrets, scanning, owasp]
recommends: [secure-coding, github-actions, verify]
origin: risco
---
# Security scan — orchestrate scanners, triage the noise, emit a gate
A **machine-first** vulnerability sweep. Point automated scanners at a codebase,
collect SARIF/JSON, then do the work that has actual value: dedupe cross-tool
overlap, rank by exploitability, and emit one gate artifact CI can act on. The
finding comes from a **tool run**, not a hunch — if you are reasoning about a
design or hand-writing a fix, that is [`secure-coding`](../secure-coding/SKILL.md),
not this skill.
Your job is orchestration + triage: every finding traces to a scanner run with a
`ruleId` and a source location, so the output is reproducible. Not eyeballing
code, not authoring patches.
**Read-only by default.** Scan, triage, report. Apply fixes (version bumps,
rotation, `.gitignore` edits) only when the user asks — a security sweep that
silently mutates the tree destroys the evidence and the trust.
**Pin and verify your scanners.** Exact versions, verified checksums/SHAs, never
`@latest` GitHub Actions. In **March 2026 Trivy was supply-chain compromised** —
malicious releases `v0.69.4/0.69.5/0.69.6` and a hijacked
`aquasecurity/trivy-action` exfiltrated CI secrets. Your scanner runs with repo +
CI-secret access; an unpinned scanner is itself the attack surface.
## Scan classes and tool selection
Four classes: **SAST** (injection, XSS, path traversal in *first-party* code),
**SCA / deps** (known CVEs in dependency manifests + lockfiles), **Secrets**
(credentials in the tree **or git history**), **Misconfig / IaC** (Dockerfile,
k8s, Terraform, exposed config). Pick tools by what is in the repo. This is the
real branch point — match the tool to the manifest, do not run everything
everywhere.
| Repo contains | SAST | SCA | Secrets | Misconfig |
|---|---|---|---|---|
| Node (`package-lock.json`/`pnpm-lock.yaml`) | Semgrep | osv-scanner + `npm audit` (fast) | gitleaks → TruffleHog | Trivy |
| Python (`poetry.lock`/`requirements.txt`) | Semgrep | osv-scanner + `pip-audit` (fast) | gitleaks → TruffleHog | Trivy |
| Go (`go.mod`/`go.sum`) | Semgrep | osv-scanner (+ `govulncheck` for reachability) | gitleaks | Trivy |
| Containers (`Dockerfile`, images) | — | Trivy `fs`/`image` | Trivy `--scanners secret` | Trivy `config` |
| IaC (Terraform/k8s/Helm) | Semgrep (IaC rules) | — | gitleaks | Trivy `config`, Semgrep rulesets |
| Monorepo (mixed) | Semgrep `auto` | osv-scanner (multi-ecosystem) | gitleaks → TruffleHog | Trivy |
Full install (pinned), flag matrix, and suppression syntax: `references/tools.md`.
## Run recipes
All recipes emit SARIF (or JSON you normalize to it) — a common schema is what
lets you merge four tools, dedupe, and feed one artifact into CI instead of four
incompatible logs. **Pin the version shown**; the placeholders below mark where
to lock an exact tag/digest.
### SAST — Semgrep
Free OSS edition (latest `1.164.0`, 2026-05-27): 30+ languages, ~2,000 community
rules. SCA + Secrets rulesets are gated behind the hosted platform — use the
dedicated tools below for those, not Semgrep.
```bash
# Pin via the CLI version, not @latest. OWASP ruleset, SARIF out.
semgrep scan --config p/owasp-top-ten --sarif --output sast.sarif .
# Broader local sweep (community rules), no telemetry:
semgrep scan --config auto --sarif --output sast.sarif --metrics off .
```
### SCA — osv-scanner (primary), native auditors (fast pass)
osv-scanner (OpenSSF/Google) checks lockfiles against OSV.dev across ecosystems
and catches **transitive** CVEs the native auditors miss. Run native first for
speed, osv-scanner for coverage — never native alone.
```bash
# Primary: lockfile-aware, multi-ecosystem, SARIF.
osv-scanner scan source --format sarif --output sca.sarif .
# Fast first pass (ecosystem-native, weaker on transitive):
npm audit --omit=dev --audit-level=high --json > npm-audit.json # Node
pip-audit --format json --output pip-audit.json # Python
```
### Secrets — gitleaks (tree + history), TruffleHog (verified)
gitleaks (~150+ patterns, sub-second on diffs) is the pre-commit/CI workhorse.
TruffleHog (800+ types) adds **live credential verification** — it auth-tests a
hit to tell a real leaked key from a sample. Scan **history, not just the tree**:
a key deleted in HEAD is still in the pack files and still rotatable.
```bash
# gitleaks: redacted SARIF over the working tree AND full git history.
gitleaks detect --redact --report-format sarif --report-path secrets.sarif
# TruffleHog: only verified (live) secrets across history.
trufflehog git file://. --only-verified --json > trufflehog.json
```
### Misconfig / IaC — Trivy (PINNED — see the caveat above)
Trivy scans filesystems, images, and IaC and finds transitive CVEs `npm audit`
misses.
```bash
# Pin the EXACT version (NOT v0.69.4/.5/.6 — those were the malicious releases).
# Verify the checksum/cosign signature before first use. See references/tools.md.
trivy fs --scanners vuln,secret,misconfig --format sarif --output trivy.sarif .
```
## Triage — turn noise into a ranked report
The deliverable is not the four SARIF files. It is a deduped, ranked report.
1. **Merge + dedupe.** Cross-tool overlap is real (osv-scanner and Trivy both
flag the same CVE; gitleaks and TruffleHog both flag the same key). Key on
`(class, normalized-id, path, line)` and keep the richest record — prefer the
one with verification (TruffleHog) or reachability (govulncheck).
2. **Normalize severity.** SARIF `level` and tool-native severities disagree;
map them all to one `critical/high/medium/low` scale (`references/triage.md`).
3. **Rank by exploitability, not by count.** A finding scores higher when it is
**reachable** (called, not just present) **+ exposed** (on an untrusted path)
**+ a sensitive sink** (auth, money, PII, RCE). A verified live secret or a
reachable RCE CVE outranks a theoretical lib finding behind a feature flag.
4. **Suppress with a written justification, never a blanket ignore.** Each
suppression records *who, why, and an expiry* — not a silent `.semgrepignore`
that hides the next real bug too.
```text
BAD — dump 412 raw findings from four tools, sorted alphabetically, no ranking.
GOOD — 3 unsuppressed criticals first:
1. [secrets] VERIFIED live Stripe sk_live_… in config/.env (history) → ROTATE NOW
2. [sca] CVE-2024-… lodash 4.17.20 transitive, reachable in src/api/parse.ts → bump 4.17.21
3. [sast] SQL built from req.query in routes/search.js:48 → parameterize
+ 7 mediums summarized, + 18 suppressed (each with justification + expiry).
```
Full ranking rubric, dedupe keying, and severity-normalization map:
`references/triage.md`.
## The gate artifact
Emit one `security-scan-report.json` — the machine-checkable contract CI gates on.
```json
{
"schemaVersion": "1.0",
"scannedAt": "2026-06-02T10:00:00Z",
"target": ".",
"tools": [{ "name": "osv-scanner", "version": "2.0.2" }],
"summary": { "critical": 1, "high": 2, "medium": 7, "low": 14, "suppressed": 18 },
"findings": [
{
"class": "sca",
"ruleId": "CVE-2024-XXXXX",
"path": "package-lock.json",
"line": 0,
"severity": "critical",
"status": "open",
"tool": "osv-scanner",
"exploitability": "reachable",
"title": "Prototype pollution in lodash <4.17.21"
}
]
}
```
- `status` is one of `open | suppressed | fixed`; `severity` one of
`critical | high | medium | low`. Schema in full: `references/triage.md`.
- **Gate rule:** any `open` finding at `critical` (and, on a strict gate, `high`)
→ fail. `suppressed` never fails. `scripts/verify.sh` enforces exactly this and
exits `0` on a clean/empty report (no false failure).
## CI wiring (brief)
- Pin actions to a **full commit SHA**, not a tag, never `@latest` — the hijacked
`aquasecurity/trivy-action` was pulled by tag.
```yaml
# .github/workflows/security-scan.yml — pin the SHA, verify before bumping.
- uses: aquasecurity/trivy-action@<full-40-char-sha> # NEVER @latest / @master
with: { scan-type: fs, format: sarif, output: trivy.sarif }
- run: ./scripts/verify.sh # gate on security-scan-report.json
```
- Upload SARIF to code scanning; gate the merge on `verify.sh`, not on a human
reading logs. See [`github-actions`](../github-actions/SKILL.md) for the
pipeline shell and [`verify`](../verify/SKILL.md) for the broader green gate
this feeds.
## Anti-patterns
| Anti-pattern | Do instead |
|---|---|
| Pulling `aquasecurity/trivy-action@latest` because it is the official action | March 2026: a hijacked tag stole CI secrets. Pin a full SHA, verify provenance. |
| Treating every scanner finding as a bug to fix | Most are noise. Rank by reachable + exposed + sensitive sink; report the few that matter. |
| Calling the repo clean after scanning only the working tree | History holds the deleted keys. Scan git history; a removed-in-HEAD key is still leaked and live. |
| Declaring deps fine because `npm audit` is clean | Native auditors miss transitive CVEs. Run osv-scanner/Trivy too; native is the fast pass, not the only pass. |
| Committing a blanket `.semgrepignore` to quiet CI | A blanket ignore hides the next real bug. Suppress per-finding with a written justification + expiry. |
| Deleting a verified key from the file and moving on | Deleting ≠ safe. Rotate the credential first, then scrub history. The committed value is already compromised. |
| Taking the SARIF `level` as the severity | Tools disagree. Normalize to one scale before you rank or gate. |
| Dumping all four tool outputs in the PR for the reviewer to sort | The reviewer won't. Merge, dedupe, rank, and emit one report. |
| Letting the scan auto-fix the deps it finds | Read-only by default. Propose bumps; apply only when asked — never mutate during a sweep. |
## Project grounding (02-DOCS + CLAUDE.md)
In a project with a `02-DOCS/` layer (the [`harness`](../harness/SKILL.md)
Karpathy wiki), record the scanner choices, pinned versions, gate thresholds, and
any accepted-risk suppressions in `02-DOCS/wiki/stack/security-scan.md`, and index
it in `02-DOCS/wiki/index.md` (the Knowledge map; root `CLAUDE.md` keeps only a short
pointer to it). Read it first on every run so the next agent inherits the pinned
tools and thresholds instead of re-deriving them. No `02-DOCS/`? Skip silently.
Conventions are recorded, not gated — never block the scan on this.
## See Also
Reviewing a diff rather than scanning a repo: [`code-review`](../code-review/SKILL.md)
for correctness and quality, [`review`](../review/SKILL.md) for adversarial review
against a spec.