---

name: triage description: "Adversarial validation of vulnerability findings. Use when triaging security findings, validating vulnerabilities, or prioritizing remediation."

Triage — Adversarial Vulnerability Validation

Iron Law

A vulnerability finding is not confirmed until an adversary would agree it's exploitable. Unvalidated findings are noise.

Process

Step 0: Load Inputs

Required inputs (in order of preference):

1. VULN-FINDINGS.json from /vuln-scan
2. Raw findings from /audit --security
3. User-provided finding list

Optional:

• THREAT_MODEL.md for threat scenario context
• .harness/engagement.md for scope constraints

If no findings input exists, suggest: "Run /vuln-scan first to generate findings to triage."

Step 1: Adversarial Review

For each finding, challenge it from an attacker's perspective:

Exploitability Check

1. Can input reach the vulnerable code? Trace the data flow from entry point to vulnerability.
2. Can the attacker control the input? Distinguish between user-controlled vs. system-generated data.
3. Is there a path to impact? Connecting the vulnerability to a security consequence (data leak, code exec, DoS).
4. Are there bypasses for existing mitigations? WAF, input validation, CSP — all have bypass techniques.

Severity Validation

Criteria	Adjust
Requires authentication	Lower by 1 level
Requires specific permissions	Lower by 1 level
Chained with another finding	Raise by 1 level
Affects all users	Raise by 1 level
No mitigation in place	Raise by 1 level
Defense-in-depth exists	Lower by 1 level

Classification

Class	Meaning
CONFIRMED	Exploitable with demonstrated path
LIKELY	Exploitable with high confidence, minor gaps in proof
POSSIBLE	Theoretical, needs more investigation
FALSE_POSITIVE	Not exploitable with justification
ACCEPTED_RISK	Known, documented, accepted by team

Step 2: Dependency Analysis

Check if findings chain together:

1. Find pairs where finding A enables finding B (e.g., IDOR → data exposure)
2. Mark chains — chained findings are more severe than individual findings
3. Identify root causes — multiple findings from the same root cause should be grouped

Step 3: Produce Output

Write TRIAGE.json:

{
  "triage_date": "ISO-8601",
  "source": "VULN-FINDINGS.json | audit | manual",
  "findings": [
    {
      "id": "V1",
      "classification": "CONFIRMED | LIKELY | POSSIBLE | FALSE_POSITIVE | ACCEPTED_RISK",
      "original_severity": "CRITICAL",
      "adjusted_severity": "HIGH",
      "severity_adjustments": ["requires auth (-1)", "no mitigation (+1)"],
      "exploit_path": ["entry point → vulnerable function → impact"],
      "chains_with": ["V3"],
      "root_cause_group": "RC1",
      "remediation": "specific fix instruction",
      "effort": "low | medium | high",
      "validation_notes": "why this classification was chosen"
    }
  ],
  "root_cause_groups": [
    {
      "id": "RC1",
      "description": "shared root cause",
      "findings": ["V1", "V2"],
      "fix_once": "single fix that resolves all findings in group"
    }
  ],
  "chains": [
    {
      "findings": ["V1", "V3"],
      "combined_severity": "CRITICAL",
      "description": "V1 enables V3, creating..."
    }
  ],
  "summary": {
    "total_input": 10,
    "confirmed": 3,
    "likely": 2,
    "possible": 1,
    "false_positive": 2,
    "accepted_risk": 2,
    "root_cause_groups": 3,
    "chains": 1
  },
  "action_items": [
    {
      "priority": 1,
      "severity": "CRITICAL",
      "finding_ids": ["V1"],
      "action": "specific remediation step",
      "effort": "low"
    }
  ]
}

Step 4: Report

Present prioritized remediation plan:

## Triage Report

### Summary
- Input: N findings
- Confirmed: X | Likely: Y | False positives: Z
- Root cause groups: K (fix-once opportunities)
- Chained findings: C

### Priority Actions
1. [CRITICAL] V1: {description} — {effort} effort
   Fix: {remediation}
2. [HIGH] V2+V3 (chain): {description} — {effort} effort
   Fix: {remediation}

### Accepted Risks
- V7: {description} — {justification}

### Suggested Next Steps
- Fix priority 1-3 before merge
- Run `/vuln-scan` after fixes to verify

Anti-Rationalization

Excuse	Rebuttal	What to do instead
"All findings are real, no need to triage"	False positives waste fix time and erode trust in the process.	Validate every finding. Noise reduces signal.
"Triaging takes too long"	Fixing false positives takes longer than triaging them.	Triage first, fix only confirmed findings.
"It's obviously a vulnerability"	"Obvious" vulnerabilities are often mitigated by context you haven't checked.	Trace the exploit path before confirming.
"We can just fix them all"	Not all findings need fixing. Some are accepted risks.	Prioritize by confirmed severity and effort.
"Chaining is theoretical"	Real-world breaches use chained vulnerabilities.	Check for chains — they change severity.

Evidence Required

• Every finding classified (CONFIRMED/LIKELY/POSSIBLE/FALSE_POSITIVE/ACCEPTED_RISK)
• Each CONFIRMED finding has a traced exploit path
• Each FALSE_POSITIVE has justification for dismissal
• Severity adjustments documented per finding
• Root cause groups identified where applicable
• Chained findings identified and combined severity assessed
• TRIAGE.json written with action items
• Priority actions ordered by severity × effort

Red Flags

• All findings marked CONFIRMED without exploit paths
• All findings marked FALSE_POSITIVE without justification
• No severity adjustments — original severity is almost never perfect
• Ignoring finding chains — individual severity ≠ chain severity
• Skipping dependency analysis between findings
• TRIAGE.json action items not ordered by priority