
Finding Triage
- 126 installs
- 341 repo stars
- Updated May 27, 2026
- briiirussell/cybersecurity-skills
Finding Triage is an agent skill that dispositions a single security finding into fix, defer, accept-risk, or false-positive with audit-ready justification.
About
Finding Triage is an agent skill for solo builders and small teams who receive a steady stream of security noise and need one defensible answer per item—not another dashboard. It walks a single finding from any source through reality checks, severity in your environment, and a clear next action: fix, defer with plan, accept with written risk, or document why it is a false positive. The workflow mirrors enterprise audit habits (including compatibility with OWASP-audit style dispositions) so your agent output can drop straight into Jira, Linear, or compliance packets. Allowed tools include read/search of the repo, optional web lookup for advisories, and shell when you need to verify exploitability. Use it when a scanner email, dependency bot, or pentest line item lands and someone asks whether you should fix it this sprint, accept it, or close it as noise—without improvising legal or security language in chat.
- Closes the loop on findings from SAST, DAST, advisories, pentests, and manual audits
- Aligns with Three-Disposition rule: Fixed, Deferred, Accepted Risk—plus explicit false-positive determination
- Produces regulator-friendly writeups with justification fields and audit trail
- Supports CVSS contextualization and compensating-control narratives
- Works on one finding at a time with ticket-ready output
Finding Triage by the numbers
- 126 all-time installs (skills.sh)
- Ranked #935 of 2,203 Security skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 126 |
|---|---|
| repo stars | ★ 341 |
| Last updated | May 27, 2026 |
| Repository | briiirussell/cybersecurity-skills ↗ |
What it does
Turn one scanner, audit, or advisory finding into a ticket-ready disposition with CVSS context, mitigation steps, or defensible accepted-risk language.
Who is it for?
Best when you're closing scanner and audit findings with documented Fixed, Deferred, or Accepted Risk decisions.
Skip if: Full-repo OWASP audits or bulk remediation sprints—use a dedicated audit or remediation skill first, then triage individual items here.
When should I use this skill?
User says triage this finding, false positive, accept this risk, CVSS this, mitigation plan, disposition, or should we fix this.
What you get
You get a complete ticket-ready triage writeup with disposition, mitigation or risk acceptance text, and traceable rationale you can attach to the finding record.
- Ticket-ready triage document with disposition and justification
- Mitigation plan or accepted-risk narrative with compensating controls
By the numbers
- Four outcome paths: Fixed, Deferred, Accepted Risk, and false-positive determination
- Three-Disposition rule aligned with OWASP-audit style audits
Files
Finding Triage — Single-Finding Disposition with Defensible Justification
Every other skill in this repo generates findings. This skill closes the loop — for a single finding, walk through whether it's real, what severity it deserves in your context, and what to do about it. Output is a complete ticket-ready writeup with the right fields, the right justification, and an audit trail that survives a regulator reading it six months later.
The dispositions match owasp-audit's Three-Disposition rule: Fixed, Deferred, or Accepted Risk. False positive is a fourth — but it isn't a disposition for a real finding, it's a determination that there is no finding.
This skill works on findings from any source: SAST output, DAST scanner, dependency advisory, manual audit, threat-hunt hit, pentest report, vendor disclosure, internal red-team writeup, bug bounty submission.
Cross-references:
vuln-researchfor the technical CVE deep-dive that feeds reachability assessment hereowasp-auditThree-Disposition rule (the framework this implements per-finding)security-commsfor translating the disposition writeup into stakeholder-readable language when the finding has to leave the security context- Any audit skill — this consumes their findings as input
Workflow
The agent works through these steps with the user. Stop and ask clarifying questions where the user has context the finding alone doesn't reveal.
Step 1 — Restate the finding in your own words
If the finding came from a scanner, restate what's actually being claimed. Scanners produce noise; restating filters out the boilerplate.
A good restatement names:
- What the issue is (specific weakness — CWE if applicable)
- Where it lives (file:line, endpoint, resource ARN, host)
- How it could be exploited (preconditions, attacker capability needed)
- Impact if it were exploited (data loss, privilege escalation, availability)
If you can't restate it clearly, you don't understand it yet. Ask the user for context.
Step 2 — Is this actually true?
Half of automated-scanner findings are false positives by volume. The triage:
| Question | If yes | If no |
|---|---|---|
| Does the vulnerable code path exist as described? | Continue | False positive — scanner found a phantom |
| Is the code path reachable from any attacker-controllable input? | Continue | Continue, but severity drops |
| Does the exploit precondition match your environment? | Continue | Severity drops or false positive |
| Is there a public PoC, or has anyone confirmed this in the wild? | Severity stays / rises | Severity may drop |
| Are existing controls (WAF, auth, network segmentation) preventing exploitation? | Severity drops; controls become the mitigation | Severity stays |
Common false-positive patterns:
- SAST flag on test files or dead code
- Dependency scanner flag on package in
devDependenciesonly — runtime-unreachable (seedependency-auditreachability column) - DAST flag on a path that returns 404 in your real environment but was confused by SPA routing
- Outdated advisory — vendor silently fixed it before the CVE; your version contains the fix
- Pattern match on code that looks vulnerable but is inside a function never invoked
Document a false-positive determination as carefully as a real finding. If a future scanner or auditor flags the same thing, the prior false-positive note saves them the work.
Step 3 — Contextual severity
The scanner's CVSS or severity rating is a starting point, not the answer. Adjust for your context.
Factors that increase severity beyond the rating:
- Vulnerable endpoint is internet-facing, not internal
- Authentication preconditions are easy to satisfy (open signup) in your app, even if the CVE assumes "authenticated"
- Vulnerable data is regulated (PII, PCI cardholder data, PHI) — exploitation has reportable-incident consequences
- Public PoC exists or active exploitation observed
- Vulnerable component is in the critical path (every request touches it)
- Compensating controls are missing or weak
Factors that decrease severity below the rating:
- Vulnerable code path is unreachable in your usage (read the patch, grep for the function — see
vuln-research) - Strong compensating controls (WAF blocks the payload pattern, network segmentation prevents reach)
- Exploit requires preconditions that don't exist in your environment (specific OS version, specific config)
- Authentication preconditions are hard in your app (closed signup, MFA, employee-only)
- Component is dev-only or build-only, not runtime-reachable
Severity scale (use the one your org uses; here's a common one):
| Level | Definition |
|---|---|
| Critical | Pre-auth or trivially exploitable; immediate data loss / RCE / takeover; patch within 24-72 hours |
| High | Auth required but minimal privilege; or post-auth path to significant impact; patch within 1-2 weeks |
| Medium | Requires meaningful privilege or chain; realistic but not trivial; patch within 30 days |
| Low | Defense-in-depth; hard to chain; patch within 90 days |
| Info | Hardening or hygiene; documented behavior; patch when convenient |
Step 4 — Pick the disposition
| Disposition | When to choose | Required fields |
|---|---|---|
| Fix now (synonym: Fixed) | Patch / mitigation deployable within the severity's SLA | Fix description, deploy plan, verification method |
| Defer | Severity warrants action, but operational constraints make immediate fix infeasible | Reason for deferral, new deadline, who owns, alerting if conditions change before deadline |
| Accept risk | Fix isn't planned at current configuration | (1) Why fix doesn't apply, (2) Compensating controls, (3) Re-evaluation trigger |
| False positive | Not actually a vulnerability | Evidence for the determination, scanner rule ID to suppress (with care) |
On Defer: severity does NOT change because you decided to defer. Recording a "High deferred to Q3" is honest; downgrading a High to Medium because Q3 is far away is risk-laundering.
On Accept Risk: all three fields are required. An "Accepted Risk" without all three is a real finding being silently dropped. The re-evaluation trigger is the most-skipped field — name a specific condition (plan upgrade, dependency bump, traffic pattern change, audit anniversary).
Step 5 — Write the disposition
Produce a ticket-ready writeup. Use one of these templates depending on disposition.
Template: Fix
## Finding: [Title]
**Source:** [scanner / audit / advisory]
**Severity:** [contextual] (Scanner reported: [original])
**CWE / CVE:** [if applicable]
**Location:** [file:line / endpoint / resource]
### What
[Plain-English description — what the issue is]
### Why this severity
[Contextual reasoning — what the scanner missed, what your environment adds]
### Fix
[Specific change — code diff, config update, dependency upgrade]
### Verification
[Concrete test — adversarial input + observed result that proves the fix holds]
- Run [command / test case]
- Observe [response / behavior]
### Owner: [name]
### Target deploy: [date]Template: Defer
## Finding: [Title] — DEFERRED
**Severity:** [unchanged]
**Original target:** [original SLA date]
**New target:** [date]
### Why deferred
[Operational constraint — release freeze, dependency on third party, etc.]
### Risk during deferral window
[What's the exposure? What controls reduce it?]
### Alerting / conditions that would escalate
[What would force action sooner than the new target?]
### Owner: [name]
### Re-evaluation: [date — usually before new target]Template: Accept Risk
## Finding: [Title] — ACCEPTED RISK
**Severity:** [contextual]
**Approver:** [name + role]
**Date accepted:** [date]
### Why fix doesn't apply
[Cost tier, dependency version constraint, deployment topology, vendor limitation, etc. — be specific]
### Compensating controls
- [Control 1 — what it is, why it reduces impact / likelihood]
- [Control 2]
- ...
### Re-evaluation trigger
[Specific condition — plan upgrade, dependency bump, traffic pattern change, calendar anniversary]
- Trigger: [what would change this decision]
- Calendar review: [date — at minimum, annually]
### Approvals
- [ ] Engineering owner: [name, date]
- [ ] Security: [name, date]
- [ ] (if required) Compliance / Legal: [name, date]Template: False Positive
## Finding: [Title] — FALSE POSITIVE
**Scanner:** [name + rule ID]
**Original severity:** [as reported]
### What the scanner claimed
[Restate the claim]
### Why it's not real
[Specific evidence — code path not reachable, version contains the fix, etc.]
### Suppression decision
- [ ] Suppress this exact finding (location + rule ID)
- [ ] Add allow-list rule (with care — broad suppression breeds blind spots)
- [ ] No suppression — re-evaluate if it returns
### Determination by: [name, date]
### Reviewed by: [name, date — for non-trivial suppressions]Step 6 — Validate the writeup
Before submitting:
- Could a future you (or auditor) reading this in 12 months understand the decision without further context?
- Is the verification step concrete enough that someone other than the original author could run it?
- For Accept Risk: are all three required fields filled in with specifics, not platitudes ("standard controls in place" is not a compensating control)?
- Does the severity reflect your environment, or just the scanner's default?
When to escalate
Findings that should NOT be triaged unilaterally by a single engineer:
- Anything Critical
- Anything pre-auth exploitable
- Anything affecting regulated data (PII / PCI / PHI)
- Anything with public PoC or active exploitation
- Anything where the proposed disposition is Accept Risk and the severity is High or above
These get a second reviewer (Tier 3 / security team / approver named in policy).
Output Format
The primary output is the disposition writeup itself (templates above). For a triage session that covers multiple findings or a batch import, summarize:
# Finding Triage Session
## Source: [scanner / audit / report]
## Date: [date]
## Triaged by: [name]
### Summary
| Finding | Original severity | Contextual severity | Disposition |
|---------|-------------------|---------------------|-------------|
### Detail
[Per-finding writeup using the appropriate template]
### Escalations
[Findings that need senior review or approval]Boundaries
- This skill operates on findings the user has authority to triage and dispose of
- Severity decisions and Accept Risk dispositions affect organizational risk posture — for High+ findings, ensure the listed approver actually approves; don't fabricate sign-offs
- False-positive determinations should be evidence-based, not "we don't want to fix it" rebranded — push back if the user wants to FP a real finding
- Refuse to help downgrade severities to avoid disclosure or audit obligations
- If a finding surfaces an active incident, hand off to
incident-triage— disposition triage is for steady-state findings, not fires
References
- CVSS v4.0 specification —
first.org/cvss - EPSS — Exploit Prediction Scoring System (FIRST.org)
- NIST SP 800-30 (Guide for Conducting Risk Assessments)
- "FAIR" (Factor Analysis of Information Risk) — quantitative risk framework if you need dollar-denominated decisions
- ISO 27005 — risk management
- "Measuring and Managing Information Risk" — Jack Freund, Jack Jones (the FAIR book)
- OWASP Risk Rating Methodology
Related skills
How it compares
Use for one finding’s disposition writeup, not as a replacement for running the scanner or a whole-application security audit.
FAQ
Who is finding-triage for?
Developers and small teams who own security responses without a dedicated AppSec desk and need consistent, defensible language per finding.
When should I use finding-triage?
In Ship when signing off on release blockers; in Operate when production alerts or vendor disclosures arrive; in Build when dependency or SAST tools flag something mid-sprint.
Is finding-triage safe to install?
Review the skill’s allowed tools (read, grep, bash, web search) and the Security Audits panel on this Prism page before granting agent access to repos or secrets.