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Get Started Free →This skill should be used when the user asks to "triage a vulnerability report", "assess a CVE", "evaluate a bug bounty submission", "decide if a finding is valid", "review a security finding", "dismiss a vulnerability", "should we fix this CVE", "prioritize a vulnerability report", or needs to determine whether an incoming vulnerability report warrants investigation. Applies 7 brocards (rules of thumb) to systematically accept, dismiss, or request more information on vulnerability reports, or n
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-19 | ✗→✓ | ▲ Improved | 145% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 102% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 248% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 87% | 0% |
Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis. Each brocard is a falsifiable test: if a report fails any brocard, document the reason and dismiss or request clarification. If a report survives all 7, escalate it.
The 7 brocards are adapted from William Woodruff's "Brocards for vulnerability triage" (2026).
before human review -- the primary use case; most automated runs produce findings that fail one or more brocards and can be dismissed without auditor time
escalation to PoC development
active audit to decide if they affect engagement scope
for ToB open-source projects
client dismiss or deprioritize a reported CVE
dedicated PoC/exploitability skill
triage skill
This skill is the quality gate between automated discovery and human review. Findings that survive triage proceed to PoC development and formal writeup.
mermaidflowchart TD A([agentic vulnerability discovery]) -->|raw findings| B[vulnerability-triage-brocards] B -->|DISMISS| C([Document brocard # and reasoning]) B -->|NEEDS-MORE-INFO| D([Request specific evidence]) B -->|ACCEPT| E[PoC / exploitability proof] E --> F[vulnerability report writeup]
For each incoming vulnerability report, evaluate it against all 7 brocards sequentially. By default, stop at the first DISMISS verdict and report it. If the user requests a full evaluation, continue through all 7 brocards regardless of intermediate failures. For each brocard, record one of three verdicts:
missing
Dismiss any report that lacks a coherent threat model. The report must articulate: (a) who the attacker is, (b) what capability the attacker has, (c) how the attacker exploits the behavior, and (d) what harm results.
Reports that describe a code behavior without connecting it to attacker- reachable harm fail this brocard.
Quick test: Can the report answer "an attacker with capability] can action] to achieve impact]"? If not, dismiss or request clarification.
Dismiss any report where the attacker capabilities required to trigger the vulnerability equal or exceed the impact of the vulnerability itself. If the attacker must already possess the power the exploit would grant, the vulnerability is redundant.
Quick test: Does triggering the exploit require capabilities that already subsume its impact? If yes, dismiss.
Dismiss any report describing behavior that is theoretically possible but does not occur in actual software usage. Check whether the vulnerable code path is reachable in practice.
Quick test: Is the vulnerable code path exercised by any real caller? If not, dismiss. If the report targets a library, ask if we should check downstream usage.
Dismiss any report where the behavior results from correct implementation of a specification. The vulnerability, if any, exists in the standard -- not the implementation.
Nuance: If an implementation voluntarily adopts a stricter posture than the standard requires, and that strictness fails, the implementation is vulnerable even though the standard permits the behavior.
Quick test: Does the specification require or permit this behavior? If yes, the report targets the standard, not the code.
Dismiss any report describing behavior that is explicitly documented, especially when the documentation includes security implications or usage caveats.
Nuance: Downstream usage that violates documented guidelines may constitute a valid vulnerability in the downstream project, not the documented component.
Quick test: Does the project's documentation describe this behavior and warn against misuse? If yes, dismiss the report against the project itself.
Dismiss any report whose remediation would cause more harm than the vulnerability itself. Evaluate: (a) severity of the vulnerability in practice, (b) cost and disruption of the proposed fix, (c) blast radius of the remediation (dependency graph, ecosystem impact).
Quick test: Would fixing this cause more disruption than the vulnerability itself? If yes, dismiss or downgrade severity.
A CVE identifier or formal report does not prove a vulnerability exists. Conversely, absence of a report does not prove safety. Evaluate the technical merits independently of report metadata.
Quick test: Strip the CVE number and CVSS score. Does the technical description alone justify action? Judge on evidence, not authority.
After evaluating all 7 brocards, produce a structured triage summary:
## Triage Summary: [Report ID or Title]
| # | Brocard | Verdict | Rationale |
|---|---------|---------|-----------|
| 1 | Threat Model | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 2 | Exploit from the Heavens | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 3 | Outside of Usage | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 4 | Standard Behavior | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 5 | Documented Behavior | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 6 | Cure Worse Than Disease | PASS/DISMISS/NEEDS-MORE-INFO | ... |
| 7 | Report Sufficiency | PASS/DISMISS/NEEDS-MORE-INFO | ... |
**Overall Verdict:** ACCEPT / DISMISS / NEEDS-MORE-INFO
**Reasoning:** [1-3 sentence justification]
**Next Step:** [escalate to PoC development / request info / close]Guard against these reasoning failures in both directions:
never enabled in production; many clients ship with debug flags on
threat model for many deployments, especially containerized services
assumptions; check client's integration tests and deployment configs
stricter behavior than the spec requires
reporter to demonstrate a threat model (Brocard 1)
patterns (Brocard 3)
technical reality, not finding count targets; a dismissed report with documented reasoning is more valuable than a false positive in a final deliverable
For expanded explanations, examples, and edge cases for each brocard, consult references/brocards-detail.md.
Other measured skills in the registry, with their headline benchmark lift.