triage-validation – Writing & Content skill for AI agents
Finding validation before writing any report — 7-Question Gate (all 7 questions), 4 pre-submission gates, always-rejected list, conditionally valid with chain table, CVSS 3.1 quick reference, severity decision guide, report title formula, 60-second pre-submit checklist. Use BEFORE writing any report. One wrong answer =
Install the triage-validation skill with one command
Pick the tool you use, copy the command and paste it in your terminal. The skill lands in that tool's skills folder and is ready in your next session.
Claude Code
mkdir -p ~/.claude/skills && curl -fsSL https://skill.dn1nguoi.com/z/triage-validation-accf2.tgz | tar xz -C ~/.claude/skills
Call it in Claude Code: /triage-validation – then describe the task you want done.
Codex
mkdir -p ~/.codex/skills && curl -fsSL https://skill.dn1nguoi.com/z/triage-validation-accf2.tgz | tar xz -C ~/.codex/skills
Call it in Codex: $triage-validation – then describe the task you want done.
Hermes Agent
mkdir -p ~/.hermes/skills && curl -fsSL https://skill.dn1nguoi.com/z/triage-validation-accf2.tgz | tar xz -C ~/.hermes/skills
Call it in Hermes Agent: /triage-validation – then describe the task you want done.
DeepSeek
mkdir -p ~/.deepcode/skills && curl -fsSL https://skill.dn1nguoi.com/z/triage-validation-accf2.tgz | tar xz -C ~/.deepcode/skills
Call it in DeepSeek: /triage-validation – then describe the task you want done.
SKILL.md content
TRIAGE & VALIDATION
One wrong answer = STOP this finding. Kill the finding. Move on to the next test class.
> Scope of "STOP" in this skill: This skill's gates kill INDIVIDUAL FINDINGS that fail validation. They do NOT authorize stopping the engagement. Killing a finding via the 7-Question Gate just means *that finding* doesn't get submitted — every other test class in the engagement is still pending. See redteam-mindset "DO NOT STOP primary directive" for the coverage-axis rule.
> "N/A hurts your validity ratio. Informative is neutral. Only submit what passes all 7 questions."
---
THE 7-QUESTION GATE
Ask IN ORDER. One wrong answer = STOP immediately.
---
Q1: Can an attacker use this RIGHT NOW, step by step?
Complete this template:
1. Setup: I need [own account / another user's ID / no account]
2. Request: [exact HTTP method, URL, headers, body — copy-paste ready]
3. Result: I can [read / modify / delete] [exact data shown in response]
4. Impact: The real-world consequence is [account takeover / PII read / money stolen]
5. Cost: Time: [X minutes], Capital: [$0 / $X subscription required]If you CANNOT write step 2 as a real HTTP request → KILL IT.
---
Q2: Is the impact on the program's accepted impact list?
Go to the program page. Find "Vulnerability Types" or "Out of Scope."
Common tiers:
- Critical: Any-user ATO without interaction, RCE, SQLi with data exfil, admin auth bypass
- High: Mass PII exfil, privilege escalation, internal SSRF with data, stored XSS all users
- Medium: IDOR on specific user non-critical data, XSS on sensitive page requiring click
- Low: Non-sensitive info disclosure, clickjacking with PoC
If your bug maps to a listed exclusion → KILL IT.
---
Q3: Is the root cause in an in-scope asset?
Confirm:
- Vulnerable domain is on the in-scope list (not
*.internal.target.com) - It's a production asset (not staging/dev unless explicitly in scope)
- It's not a third-party service the company just uses (not Stripe, Salesforce, Google Auth)
If out-of-scope → KILL IT.
---
Q4: Does it require privileged access that an attacker can't realistically get?
- "Admin can do X" = centralization risk = KILL IT (on 99% of programs)
- "Non-admin can do X that only admin should do" = valid
- "Requires physical access / MFA device" = usually invalid
- "Requires compromised victim account to work" = questionable, low severity at best
---
Q5: Is this already known or accepted behavior?
Search:
1. Program's HackerOne/Bugcrowd disclosed reports: Ctrl+F endpoint name + bug class
2. GitHub issues on target repo: is:issue label:security ENDPOINT_NAME
3. Changelog/CHANGELOG.md — does it mention this behavior?
4. API docs / design docs — is it documented as intended?
If acknowledged/design decision → KILL IT.
---
Q6: Can you prove impact beyond "technically possible"?
- XSS → show actual cookie theft or session hijack, not just
alert(1)oralert(document.domain) - SSRF → hit an internal endpoint that returns data, not just DNS ping
- SQLi → show actual data exfil from a real table, not just error message
- IDOR → show actual other-user's data in response, not just a 200 status code
If you can only show "technically possible" → DOWNGRADE severity, not kill.
---
Q7: Is this a known-invalid bug class?
Check the NEVER SUBMIT list below. If it's on this list without a chain → KILL IT.
---
4 PRE-SUBMISSION GATES
Run in sequence. ALL 4 must PASS.
Gate 0: Reality Check (30 seconds)
[ ] Bug is REAL — confirmed with actual HTTP requests, not code reading alone
[ ] Bug is IN SCOPE — checked program scope page explicitly
[ ] Reproducible from scratch — can reproduce starting from fresh session
[ ] Evidence ready — screenshot, response body, or videoGate 1: Impact Validation (2 minutes)
[ ] Can answer: "What can attacker DO that they couldn't before?"
[ ] Answer is more than "see non-sensitive data" (unless program pays for info disclosure)
[ ] Real victim: another user's data, company's data, financial loss
[ ] Not relying on victim doing something unlikelyGate 2: Deduplication Check (5 minutes)
[ ] Searched HackerOne Hacktivity for this program + similar bug title/endpoint
[ ] Searched GitHub issues for target repo
[ ] Read most recent 5 disclosed reports for this program
[ ] Not a "known issue" in their changelog or public docs
[ ] Google: "TARGET_NAME ENDPOINT_NAME bug bounty"Gate 3: Report Quality (10 minutes)
[ ] Title: [Bug Class] in [Endpoint] allows [actor] to [impact]
[ ] Steps to Reproduce: copy-pasteable HTTP request
[ ] Evidence: screenshot/video of actual impact (not just 200 status)
[ ] Severity: matches CVSS 3.1 score AND program's severity definitions
[ ] Remediation: 1-2 sentences of concrete fix
[ ] NEVER used "could potentially" or "may allow"---
NEVER SUBMIT LIST
Submitting these destroys your validity ratio.
Missing CSP / HSTS / security headers
Missing SPF / DKIM / DMARC
GraphQL introspection alone (no auth bypass, no IDOR demonstrated)
Banner / version disclosure without working CVE exploit
Clickjacking on non-sensitive pages (no sensitive action PoC)
Tabnabbing
CSV injection (no actual code execution shown)
CORS wildcard (*) without credential exfil proof of concept
Logout CSRF
Self-XSS (only exploits own account)
Open redirect alone (no ATO or OAuth theft chain)
OAuth client_secret in mobile app (known, expected)
SSRF DNS callback only (no internal service access or data)
Host header injection alone (no password reset poisoning PoC)
Rate limit on non-critical forms (search, contact, login with Cloudflare)
Session not invalidated on logout
Concurrent sessions
Internal IP in error message
Mixed content
SSL weak ciphers
Missing HttpOnly / Secure cookie flags alone
Broken external links
Autocomplete on password fields
Pre-account takeover (usually — very specific conditions required)---
CONDITIONALLY VALID — CHAIN REQUIRED
Build the chain first, prove it works end to end, THEN report.
| Standalone Finding | Chain Required | Valid Result |
|---|---|---|
| Open redirect | + OAuth redirect_uri → auth code theft | ATO (Critical) |
| Clickjacking | + sensitive action + working PoC | Medium |
| CORS wildcard | + credentialed request exfils user PII | High |
| CSRF | + sensitive action (transfer funds, change email, delete account) | High |
| Rate limit bypass | + OTP/reset token brute force succeeds | Medium/High |
| SSRF DNS-only | + internal service access + data returned | Medium |
| Host header injection | + password reset email uses injected host | High |
| Prompt injection | + reads other user's data (IDOR) | High |
| S3 bucket listing | + JS bundles contain API keys or OAuth secrets | Medium/High |
| Self-XSS | + CSRF to trigger it on victim without their knowledge | Medium |
| Subdomain takeover | + OAuth redirect_uri registered at that subdomain | Critical |
| GraphQL introspection | + auth bypass mutation or IDOR on node() | High |
---
CVSS 3.1 QUICK REFERENCE
Common Score Examples
| Finding | Score | Severity | Vector |
|---|---|---|---|
| IDOR read PII, any user, auth required | 6.5 | Medium | AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N |
| IDOR write/delete, any user | 7.5 | High | AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N |
| Auth bypass → admin panel | 9.8 | Critical | AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H |
| Stored XSS → cookie theft, stored | 8.5 | High | AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:L/A:N |
| SQLi → full DB dump | 9.1 | Critical | AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N |
| SSRF → cloud metadata | 9.1 | Critical | AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:N |
| Race → double spend | 7.5 | High | AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:N |
| GraphQL auth bypass | 8.1 | High | AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N |
| JWT none algorithm | 9.1 | Critical | AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H |
> UI for stored XSS is a judgment call. Stored XSS that fires on page view is a long-standing CVSS gray area — NVD/FIRST frequently score it UI:R (which drops the stored-XSS row above to ~7.6). The UI:N above models "no extra action beyond normal page use"; if your triager expects UI:R, defend the choice or re-score before copying the number into a report.
Metric Quick Guide
| What you have | Metric | Value |
|---|---|---|
| Exploitable over internet | AV | Network (N) |
| No special timing or race | AC | Low (L) |
| Free account needed | PR | Low (L) |
| No login needed | PR | None (N) |
| Admin needed | PR | High (H) |
| No victim action | UI | None (N) |
| Victim must click | UI | Required (R) |
| Reads all data | C | High (H) |
| Reads some data | C | Low (L) |
| Modifies all data | I | High (H) |
| Crashes service | A | High (H) |
| Affects only app | S | Unchanged (U) |
| Affects browser/OS/cloud | S | Changed (C) |
---
KILL FAST RULES
The goal is to QUICKLY disqualify bad leads so you hunt real bugs:
… (full content is in the download package)
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