Agent skill

DefectDojo Vulnerability Management

by AgentSecOps in AgentSecOps/SecOpsAgentKit

Aggregates scanner results into DefectDojo, deduplicates findings, tracks remediation SLAs and prepares compliance reports across products and pipelines.

Custom licenceAuto-check passedSecurity

Install DefectDojo Vulnerability Management

skills CLI
$ npx skills add AgentSecOps/SecOpsAgentKit --skill vuln-defectdojo -a claude-code

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

GitHub CLI
$ gh skill install AgentSecOps/SecOpsAgentKit vuln-defectdojo --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/AgentSecOps/SecOpsAgentKit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/devsecops/vuln-defectdojo .claude/skills/vuln-defectdojo && 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
vuln-defectdojo
GitHub stars
219
Token cost
~2.3k tokens
SKILL.md length
713 words
Files
4 (incl. scripts, references, assets)
Skills in repo
24
Repo updated
First seen
Licence
Custom licence

At a glance

Aggregates scanner results into DefectDojo, deduplicates findings, tracks remediation SLAs and prepares compliance reports across products and pipelines.

  • Works in 5 steps: Setup: Products and Engagements → Import Scanner Findings → CI/CD Pipeline Integration → …
  • Aggregating findings from several scanners across products and pipelines
  • SKILL.md covers Overview, Quick Start, Core Workflow and Security Considerations, plus 5 more sections
  • Runs Python scripts from its folder; calls curl, git and docker; reaches github.com; needs DD_API_KEY

What it does

DefectDojo serves as one place for findings from scanners such as Semgrep, Bandit, ZAP, Trivy, Grype, Gitleaks, Nuclei, Checkov and Horusec. The skill explains its model: a Product is an application, an Engagement is a time-boxed activity such as a sprint or pipeline, a Test is one scanner run, and a Finding is a deduplicated issue that moves from Active through Mitigated to Closed.

The workflow starts with running DefectDojo locally through docker compose and creating an API key in the UI. You then create a product and engagement over the API and import each scanner's JSON with scripts/import_findings.py, using the right --scan-type. references/tool-parser-map.md maps every tool to its parser name and output format, and an engagement template JSON is included for CI/CD setups. A GitHub Actions import step after each scanner is shown for pipelines.

The description positions it for tracking SLA compliance, merging overlapping findings, managing a vulnerability backlog and producing reports for SOC2, PCI-DSS and GDPR audits.

When your agent uses it

  • Aggregating findings from several scanners across products and pipelines
  • Tracking remediation status and SLA compliance against policy thresholds
  • Deduplicating overlapping findings that different security tools report
  • Preparing vulnerability reports for a compliance audit

Example prompts

  • “Import semgrep.json and trivy.json into my DefectDojo engagement and show what got deduplicated.”
  • “Set up a DefectDojo product and engagement for the payments service.”
  • “Add a step to our GitHub Actions workflow that imports each scanner's results into DefectDojo.”
  • “Which findings in the web-app product are past our SLA threshold?”

Requirements

  • Docker with Compose, or an existing DefectDojo instance
  • A DefectDojo API key
  • Python with the requests package
  • Scanner output files, usually JSON

Workflow steps

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

  1. Setup: Products and Engagements
  2. Import Scanner Findings
  3. CI/CD Pipeline Integration
  4. Full Aggregation Workflow
  5. Triage and Prioritization

What it can do on your machine

Read from SKILL.md and the folder at commit 6e25a4b. 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:

    • curl
    • git
    • docker
    • pip

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    Also links to:

    • defectdojo.github.io
    • owasp.org
    • demo.defectdojo.org

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • DD_API_KEY

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

Context cost

DefectDojo Vulnerability Management loads about 2.3k tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 184 tokens; SKILL.md has 713 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~184
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.4k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 713 words (~2,349 tokens).

“DefectDojo aggregates findings from every SecOpsAgentKit scanner into one platform—deduplicating across tools, tracking SLA compliance, and producing compliance-ready reports. It transforms isolated scanner outputs into a managed vulnerability backlog with ownership and remediation history.”

— opening of SKILL.md by AgentSecOps, Custom licence
name
vuln-defectdojo
version
0.1.0
maintainer
SirAppSec
category
devsecops
tags
vulnerability-management, defectdojo, findings-aggregation, deduplication, sla-tracking, risk-management, compliance-reporting
frameworks
OWASP, CWE, NIST, SOC2, PCI-DSS, GDPR
dependencies.python
>=3.9
dependencies.packages
requests
dependencies.tools
docker
references
https://defectdojo.github.io/django-DefectDojo/, https://github.com/DefectDojo/django-DefectDojo, https://owasp.org/www-project-defectdojo/

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts, references, assets) in skills/devsecops/vuln-defectdojo of AgentSecOps/SecOpsAgentKit.

  • SKILL.md
  • assets/defectdojo-engagement-template.json
  • references/tool-parser-map.md
  • scripts/import_findings.py

Open the folder on GitHubat commit 6e25a4b

Compare with similar skills

DefectDojo Vulnerability Management next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

DefectDojo Vulnerability Management compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
DefectDojo Vulnerability Management this skillAgentSecOps/SecOpsAgentKit219—~2.3kAutomated safety check: PassCustom licence
Scanning Containers With Trivy In Cicdmukul975/Anthropic-Cybersecurity-Skills34k—~2.7kAutomated safety check: PassApache-2.0
Performing Container Security Scanning With Trivymukul975/Anthropic-Cybersecurity-Skills34k—~818Automated safety check: PassApache-2.0
Building Devsecops Pipeline With GitLab CImukul975/Anthropic-Cybersecurity-Skills34k—~2.2kAutomated safety check: PassApache-2.0
Pipeline Security Gatesrevfactory/harness-1001.3k—~1.1kAutomated safety check: PassApache-2.0
Implementing Devsecops Security Scanningmukul975/Anthropic-Cybersecurity-Skills34k—~3.1kAutomated safety check: PassApache-2.0

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Questions about DefectDojo Vulnerability Management

What does DefectDojo Vulnerability Management do?

Aggregates scanner results into DefectDojo, deduplicates findings, tracks remediation SLAs and prepares compliance reports across products and pipelines. DefectDojo serves as one place for findings from scanners such as Semgrep, Bandit, ZAP, Trivy, Grype, Gitleaks, Nuclei, Checkov and Horusec. The skill explains its model: a Product is an application, an Engagement is a time-boxed activity such as a sprint or pipeline, a Test is one scanner run, and a Finding is a deduplicated issue that moves from Active through Mitigated to Closed.

When should I use DefectDojo Vulnerability Management?

DefectDojo Vulnerability Management fits situations like: aggregating findings from several scanners across products and pipelines; tracking remediation status and SLA compliance against policy thresholds; deduplicating overlapping findings that different security tools report; preparing vulnerability reports for a compliance audit.

How do I install DefectDojo Vulnerability Management in Claude Code?

Run `npx skills add AgentSecOps/SecOpsAgentKit --skill vuln-defectdojo -a claude-code`. Or copy the skill folder (skills/devsecops/vuln-defectdojo in AgentSecOps/SecOpsAgentKit) into .claude/skills/vuln-defectdojo in your project. Claude Code loads it when a task matches its description.

How do I install DefectDojo Vulnerability Management in Codex?

Run `npx skills add AgentSecOps/SecOpsAgentKit --skill vuln-defectdojo -a codex`. Or copy the skill folder (skills/devsecops/vuln-defectdojo in AgentSecOps/SecOpsAgentKit) into .agents/skills/vuln-defectdojo in your project. Codex loads it when a task matches its description.

Can I use DefectDojo Vulnerability Management 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 AgentSecOps/SecOpsAgentKit --skill vuln-defectdojo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vuln-defectdojo, .gemini/skills/vuln-defectdojo, .github/skills/vuln-defectdojo and .opencode/skills/vuln-defectdojo in your project.

What does DefectDojo Vulnerability Management need to run?

Going by SKILL.md and its folder, DefectDojo Vulnerability Management needs Python for the scripts in its folder, the command-line tools its instructions call (curl, git, docker and pip) and credentials named DD_API_KEY. Our summary lists: Docker with Compose, or an existing DefectDojo instance; A DefectDojo API key; Python with the requests package; Scanner output files, usually JSON.

Does DefectDojo Vulnerability Management access the network?

SKILL.md names 4 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: defectdojo.github.io, owasp.org and demo.defectdojo.org. This is read from the text; nothing was executed.

Is DefectDojo Vulnerability Management 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 DefectDojo Vulnerability Management use?

DefectDojo Vulnerability Management has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does DefectDojo Vulnerability Management use?

About 2.3k tokens (SKILL.md is roughly 9.4k 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 DefectDojo Vulnerability Management?

Skills that share tags, products or a category with DefectDojo Vulnerability Management: Scanning Containers With Trivy In Cicd (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Performing Container Security Scanning With Trivy (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Building Devsecops Pipeline With GitLab CI (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Pipeline Security Gates (revfactory/harness-100, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains DefectDojo Vulnerability Management?

AgentSecOps (a GitHub organization) maintains it in AgentSecOps/SecOpsAgentKit, which has 219 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on April 15, 2026.

Source: AgentSecOps/SecOpsAgentKit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.