AGENT
Use when designing a new HTTP/GraphQL API or changing an existing one — modeling resources, defining endpoint contracts, choosing status codes, pagination,…
Triage is the difference between a security agent and a `grep` wrapper. Raw scanner output is a starting point with a high noise floor; this reference is how you turn it into signal.
$ npx -y skills add vanara-agents/skills --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
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The summary Claude sees to decide when to auto-load this agent.
Triage is the difference between a security agent and a `grep` wrapper. Raw scanner output is a starting point with a high noise floor; this reference is how you turn it into signal.
Triage is the difference between a security agent and a `grep` wrapper. Raw scanner output is a starting point with a high noise floor; this reference is how you turn it into signal.
raw findings -> normalize (one schema: id, package, severity, location, source-tool) -> dedupe (same CVE from SCA + container scan = one finding) -> false-positive filter (suppress with a recorded reason) -> reachability assessment (is the vulnerable path used/exposed?) -> final severity (CVSS adjusted by reachability + impact) -> rank + bucket (fix now / plan / accept-monitor)
The bundled `scripts/parse-scan-results.mjs` automates normalize + dedupe + severity sort. Human judgment owns the false-positive and reachability steps.
The same underlying CVE often appears from multiple tools and multiple dependency paths. Collapse them:
alert fatigue.
Common false positives and how to confirm them:
| Pattern | Why it's flagged | How to confirm it's benign | |---|---|---| | Example/placeholder secret | Matches a key regex | Value is `AKIAEXAMPLE…`, in `*.example`, or in test fixtures | | Vendored test data | CVE in a bundled sample | Path is under `test/`, `fixtures/`, `__mocks__/` and not shipped | | Unreachable CVE | Vulnerable function never called | `grep` for the import/call; if absent, code path is dead | | Dev-only dependency | CVE in a build/test tool | Not in production bundle; lower severity, not zero | | Feature-gated advisory | Applies only with a flag on | Confirm the flag/default; note the qualifier |
**Always record the suppression reason.** A silently dropped finding is indistinguishable from a missed one. Put suppressed items in an "Accepted / suppressed" section with their justification.
Reachability is what separates theoretical from exploitable risk:
State the reasoning explicitly so a reviewer can overrule:
> CVE-2025-XXXX (CVSS 9.8) in `fast-xml@3.1.0`. The vulnerable `parseAttrs` path is only hit when > `allowAttributes:true`; this app calls the parser with defaults. **Downgraded critical -> medium**, > scheduled, not release-blocking.
*plan* or *accept/monitor*.
critical — that is how real issues get missed.
If you cannot determine reachability from static analysis alone, say so and assign provisional severity on the conservative side, with a note on what would resolve the uncertainty (e.g. "needs DAST against staging" or "confirm whether `module X` is in the production bundle"). Honest uncertainty beats false confidence in either direction.
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Repo: vanara-agents/skills
Use when designing a new HTTP/GraphQL API or changing an existing one — modeling resources, defining endpoint contracts, choosing status codes, pagination,…
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Copy-paste templates for leaving review comments. Keep each comment to one finding: an anchor, the problem, and the fix.