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Get Started Free →Diagnose stalled, blocked, overloaded, or unhealthy Agiflow projects and recommend specific corrective actions. Use for project health checks, blocked work, conflicting priorities, obsolete tasks, overloaded assignees, or an unmanageable backlog.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 36% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 88% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 61% | 0% |
| case-04 | ✓→✗ | ▼ Worse | 164% | 0% |
| case-05 | ✓→✓ | = Same ✓ | 154% | 0% |
A vulnerability finding is not confirmed until an adversary would agree it's exploitable. Unvalidated findings are noise.
Required inputs (in order of preference):
VULN-FINDINGS.json from /vuln-scan/audit --securityOptional:
THREAT_MODEL.md for threat scenario context.harness/engagement.md for scope constraintsIf no findings input exists, suggest: "Run /vuln-scan first to generate findings to triage."
For each finding, challenge it from an attacker's perspective:
| 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 |
| 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 |
Check if findings chain together:
Write TRIAGE.json:
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" } ] }
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| 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. |
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