Agent skill

Performing Web Application Vulnerability Triage

by mukul975 in mukul975/Anthropic-Cybersecurity-Skills

Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and…

Apache-2.0Auto-check passedSecurity

Install Performing Web Application Vulnerability Triage

skills CLI
$ npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill performing-web-application-vulnerability-triage -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mukul975/Anthropic-Cybersecurity-Skills performing-web-application-vulnerability-triage --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/performing-web-application-vulnerability-triage .claude/skills/performing-web-application-vulnerability-triage && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
performing-web-application-vulnerability-triage
GitHub stars
34k
Token cost
~2.2k tokens
SKILL.md length
371 words
Files
6 (incl. scripts, references)
Skills in repo
644
Repo updated
First seen
Licence
Apache-2.0

At a glance

Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and…

  • Works in 4 steps: Categorize by OWASP Top 10 → Validate True vs False Positives → Risk Score Calculation → …
  • Reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix
  • SKILL.md covers Overview, When to Use, Prerequisites and OWASP Risk Rating Methodology, plus 3 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Performing Web Application Vulnerability Triage is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and prioritize remediation. Use when reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/api-reference.md`, `references/standards.md` and `references/workflows.md`).

It sits in Security, covering Web application vulnerabilities. It works with Burp Suite. The repository describes itself as: 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io…. The licence is Apache-2.0.

When your agent uses it

  • Reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix
  • Tasks that involve Web application vulnerabilities

Example prompts

  • “Use the performing-web-application-vulnerability-triage skill to triage web application vulnerability findings from DAST/SAST scanners such as Burp…”
  • “/performing-web-application-vulnerability-triage”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Categorize by OWASP Top 10
  2. Validate True vs False Positives
  3. Risk Score Calculation
  4. Generate Triage Report

What it can do on your machine

Read from SKILL.md and the folder at commit 54a7988. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • owasp.org
    • cwe.mitre.org

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Performing Web Application Vulnerability Triage loads about 2.2k tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 95 tokens; SKILL.md has 371 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~95
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from mukul975/Anthropic-Cybersecurity-Skills at commit 54a7988, republished under its Apache-2.0 licence (© mukul975). 371 words, ~2,189 tokens.

Download SKILL.mdSave it as .claude/skills/performing-web-application-vulnerability-triage/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
performing-web-application-vulnerability-triage
description
Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and prioritize remediation. Use when reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix.
domain
cybersecurity
subdomain
vulnerability-management
tags
web-application, vulnerability-triage, owasp, dast, sast, burp-suite, zap, false-positive, risk-rating
version
1.0
author
mahipal
license
Apache-2.0
nist_csf
ID.RA-01, ID.RA-02, ID.IM-02, ID.RA-06
mitre_attack
T1190, T1203, T1068

Performing Web Application Vulnerability Triage

Overview

Web application vulnerability triage is the process of reviewing findings from DAST (Dynamic Application Security Testing) and SAST (Static Application Security Testing) tools to validate true positives, dismiss false positives, assign risk ratings using the OWASP Risk Rating Methodology, and prioritize remediation. Effective triage reduces alert fatigue and focuses development teams on the vulnerabilities that matter most.

When to Use

  • When conducting security assessments that involve performing web application vulnerability triage
  • When following incident response procedures for related security events
  • When performing scheduled security testing or auditing activities
  • When validating security controls through hands-on testing

Prerequisites

  • DAST scan results (OWASP ZAP, Burp Suite, Acunetix)
  • SAST scan results (Semgrep, SonarQube, Checkmarx, Snyk Code)
  • Python 3.9+ with requests, beautifulsoup4
  • Burp Suite Professional or OWASP ZAP for manual validation
  • DefectDojo or similar for finding management

OWASP Risk Rating Methodology

Risk Calculation
Risk = Likelihood x Impact
Likelihood Factors (0-9 scale)
Factor GroupFactorDescription
Threat AgentSkill LevelHow technically skilled is the attacker?
Threat AgentMotiveHow motivated is the attacker?
Threat AgentOpportunityWhat resources/access are needed?
Threat AgentSizeHow large is the potential threat agent group?
VulnerabilityEase of DiscoveryHow easy is it to find the vulnerability?
VulnerabilityEase of ExploitHow easy is it to exploit?
VulnerabilityAwarenessHow well known is the vulnerability?
VulnerabilityIntrusion DetectionHow likely is exploitation to be detected?
Show full SKILL.md (143 more words)Show less
Impact Factors (0-9 scale)
Factor GroupFactorDescription
TechnicalConfidentialityHow much data could be disclosed?
TechnicalIntegrityHow much data could be corrupted?
TechnicalAvailabilityHow much service could be lost?
TechnicalAccountabilityCan actions be traced to attacker?
BusinessFinancial DamageRevenue loss, regulatory fines
BusinessReputation DamageBrand trust erosion
BusinessNon-complianceRegulatory violation exposure
BusinessPrivacy ViolationPII/PHI exposure volume
Risk Matrix
Low Impact (0-3)Medium Impact (3-6)High Impact (6-9)
High Likelihood (6-9)MediumHighCritical
Medium Likelihood (3-6)LowMediumHigh
Low Likelihood (0-3)NoteLowMedium

Triage Process

Step 1: Categorize by OWASP Top 10
python
OWASP_TOP_10_2021 = {
    "A01": "Broken Access Control",
    "A02": "Cryptographic Failures",
    "A03": "Injection",
    "A04": "Insecure Design",
    "A05": "Security Misconfiguration",
    "A06": "Vulnerable and Outdated Components",
    "A07": "Identification and Authentication Failures",
    "A08": "Software and Data Integrity Failures",
    "A09": "Security Logging and Monitoring Failures",
    "A10": "Server-Side Request Forgery",
}

CWE_TO_OWASP = {
    "CWE-79": "A03",   # XSS -> Injection
    "CWE-89": "A03",   # SQL Injection
    "CWE-78": "A03",   # OS Command Injection
    "CWE-352": "A01",  # CSRF -> Access Control
    "CWE-22": "A01",   # Path Traversal
    "CWE-200": "A02",  # Information Exposure
    "CWE-327": "A02",  # Weak Cryptography
    "CWE-287": "A07",  # Authentication Issues
    "CWE-918": "A10",  # SSRF
    "CWE-502": "A08",  # Deserialization
    "CWE-611": "A05",  # XXE -> Misconfiguration
}
Step 2: Validate True vs False Positives
python
def triage_finding(finding):
    """Classify finding as true_positive, false_positive, or needs_review."""
    fp_indicators = [
        "Content-Security-Policy header not set",  # Often informational
        "X-Content-Type-Options header missing",    # Low severity header
        "Cookie without SameSite attribute",        # Context dependent
    ]

    for indicator in fp_indicators:
        if indicator.lower() in finding.get("title", "").lower():
            if finding.get("severity", "").lower() in ("info", "low"):
                return "false_positive", "Common informational finding"

    # Check for confirmed exploitation evidence
    if finding.get("evidence") and finding.get("confidence", "").lower() == "certain":
        return "true_positive", "Scanner confirmed exploitation"

    # SAST findings need manual code review
    if finding.get("source") == "sast":
        if finding.get("cwe") in ["CWE-89", "CWE-78", "CWE-79"]:
            return "needs_review", "Injection finding requires manual code review"

    return "needs_review", "Requires manual validation"
Step 3: Risk Score Calculation
python
def calculate_risk_score(finding, app_context):
    """Calculate OWASP risk rating for a web application finding."""
    # Likelihood factors
    likelihood = {
        "skill_level": 6 if finding["cwe"] in ["CWE-89", "CWE-79"] else 4,
        "motive": 7,  # Financial gain
        "opportunity": 7 if finding.get("authenticated") == False else 4,
        "size": 9 if finding.get("internet_facing") else 4,
        "ease_of_discovery": 8 if finding.get("scanner_detected") else 5,
        "ease_of_exploit": 7 if finding.get("exploit_available") else 4,
        "awareness": 6,
        "intrusion_detection": 3 if app_context.get("waf_enabled") else 8,
    }

    # Impact factors
    impact = {
        "confidentiality": 9 if "data_exposure" in finding.get("tags", []) else 5,
        "integrity": 9 if finding["cwe"] in ["CWE-89", "CWE-78"] else 4,
        "availability": 7 if "dos" in finding.get("tags", []) else 2,
        "accountability": 3 if app_context.get("logging_enabled") else 7,
        "financial": 7 if app_context.get("processes_payments") else 3,
        "reputation": 6 if app_context.get("customer_facing") else 2,
        "compliance": 8 if app_context.get("pci_scope") else 3,
        "privacy": 9 if app_context.get("handles_pii") else 2,
    }

    likelihood_score = sum(likelihood.values()) / len(likelihood)
    impact_score = sum(impact.values()) / len(impact)
    risk_score = likelihood_score * impact_score

    if risk_score >= 42:
        risk_level = "Critical"
    elif risk_score >= 24:
        risk_level = "High"
    elif risk_score >= 12:
        risk_level = "Medium"
    elif risk_score >= 3:
        risk_level = "Low"
    else:
        risk_level = "Note"

    return {
        "likelihood_score": round(likelihood_score, 1),
        "impact_score": round(impact_score, 1),
        "risk_score": round(risk_score, 1),
        "risk_level": risk_level,
    }
Step 4: Generate Triage Report
bash
# Process DAST/SAST results through triage pipeline
python3 scripts/process.py \
  --input zap_results.json \
  --format zap \
  --app-context app_config.json \
  --output triage_report.json

Manual Validation Techniques

SQL Injection Validation
# Test parameter with single quote
GET /search?q=test' HTTP/1.1

# Test with boolean-based payload
GET /search?q=test' AND 1=1-- HTTP/1.1
GET /search?q=test' AND 1=2-- HTTP/1.1

# Time-based verification
GET /search?q=test'; WAITFOR DELAY '0:0:5'-- HTTP/1.1
XSS Validation
# Reflected XSS test
GET /search?q=<script>alert(document.domain)</script> HTTP/1.1

# Check if output is encoded
GET /search?q="><img src=x onerror=alert(1)> HTTP/1.1

# DOM-based XSS
GET /page#<img src=x onerror=alert(1)> HTTP/1.1

References

© mukul975, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (scripts, references) in skills/performing-web-application-vulnerability-triage of mukul975/Anthropic-Cybersecurity-Skills.

  • SKILL.md
  • LICENSE
  • references/api-reference.md
  • references/standards.md
  • references/workflows.md
  • scripts/agent.py

Open the folder on GitHubat commit 54a7988

Compare with similar skills

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Performing Web Application Vulnerability Triage compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Burp Suite Testingaiskillstore/marketplace4304 repos~2.7kAutomated safety check: PassNone
Offensive API SecuritySnailSploit/Claude-Red7.4k—~5kAutomated safety check: PassMIT
Burp Suite Project Parsertrailofbits/skills7.4k3 repos~4.2kAutomated safety check: NotesCC-BY-SA-4.0

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Works with

Categories

Questions about Performing Web Application Vulnerability Triage

What does Performing Web Application Vulnerability Triage do?

Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and…. Performing Web Application Vulnerability Triage is an agent skill from mukul975/Anthropic-Cybersecurity-Skills. Triages web application vulnerability findings from DAST/SAST scanners such as Burp Suite and ZAP, using the OWASP Risk Rating Methodology to confirm true positives, dismiss false positives, and prioritize remediation.

When should I use Performing Web Application Vulnerability Triage?

Performing Web Application Vulnerability Triage fits situations like: reviewing scanner output to reduce alert fatigue and rank vulnerabilities for development teams to fix; tasks that involve Web application vulnerabilities.

How do I install Performing Web Application Vulnerability Triage in Claude Code?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill performing-web-application-vulnerability-triage -a claude-code`. Or copy the skill folder (skills/performing-web-application-vulnerability-triage in mukul975/Anthropic-Cybersecurity-Skills) into .claude/skills/performing-web-application-vulnerability-triage in your project. Claude Code loads it when a task matches its description.

How do I install Performing Web Application Vulnerability Triage in Codex?

Run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill performing-web-application-vulnerability-triage -a codex`. Or copy the skill folder (skills/performing-web-application-vulnerability-triage in mukul975/Anthropic-Cybersecurity-Skills) into .agents/skills/performing-web-application-vulnerability-triage in your project. Codex loads it when a task matches its description.

Can I use Performing Web Application Vulnerability Triage in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill performing-web-application-vulnerability-triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/performing-web-application-vulnerability-triage, .gemini/skills/performing-web-application-vulnerability-triage, .github/skills/performing-web-application-vulnerability-triage and .opencode/skills/performing-web-application-vulnerability-triage in your project.

What does Performing Web Application Vulnerability Triage need to run?

Going by SKILL.md and its folder, Performing Web Application Vulnerability Triage needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Performing Web Application Vulnerability Triage access the network?

SKILL.md names 2 domains. As links in the text: owasp.org and cwe.mitre.org. This is read from the text; nothing was executed.

Is Performing Web Application Vulnerability Triage safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Performing Web Application Vulnerability Triage use?

Performing Web Application Vulnerability Triage is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Performing Web Application Vulnerability Triage use?

About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1k tokens, read only when the agent opens those files.

What are the alternatives to Performing Web Application Vulnerability Triage?

Skills that share tags, products or a category with Performing Web Application Vulnerability Triage: Burp MCP Vuln Check (langbyyi/CyberStrikeAI-SRC, 135 stars), Idor Testing (zebbern/claude-code-guide, 4.7k stars), Burp Suite Testing (aiskillstore/marketplace, 430 stars) and Offensive API Security (SnailSploit/Claude-Red, 7.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Performing Web Application Vulnerability Triage?

mukul975 (a GitHub user) maintains it in mukul975/Anthropic-Cybersecurity-Skills, which has 33,993 GitHub stars. The repository holds 644 skills in this directory. The repository was last updated on August 31, 2026.

Source: mukul975/Anthropic-Cybersecurity-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.