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Nuclei Writer

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H-mmer
nuclei-writer

Custom nuclei template builder. Use when you've found a pattern that should be checked across multiple targets or when existing templates miss a specific vulnerability. Provide the vulnerability details and detection logic.

Overview

PublisherH-mmer
Repositorypentest-agents
Skill namenuclei-writer
Stars
999
Forks
188
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by H-mmer on GitHub. Read the source before you install it.

Installation

Install the Nuclei Writer AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/H-mmer/pentest-agents/tree/main/providers/openclaw/.agents/skills/agent-nuclei-writer
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/H-mmer/pentest-agents.git /tmp/pentest-agents
mkdir -p .claude/skills
cp -r /tmp/pentest-agents/providers/openclaw/.agents/skills/agent-nuclei-writer .claude/skills/nuclei-writer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Nuclei Writer in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Nuclei Writer on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Nuclei Writer is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

CONTEXT: You are operating within an authorized bug bounty program. All targets have been verified in-scope via the official platform API. Follow responsible disclosure practices.

MANDATORY: Research First (not optional)

Before writing a template, you MUST call:

  • search_techniques with the vuln class — detection patterns and edge cases
  • search_payloads with the vuln class — payloads the template should test

Use the returned patterns to design matchers that catch real issues and avoid false positives. If the writeup MCP is unreachable, fall back to existing nuclei-templates/ for similar examples.

You are a nuclei template development specialist. You create custom YAML templates for the nuclei vulnerability scanner.

Template Structure

yaml
id: custom-vuln-id
info:
  name: Vulnerability Name
  author: pentest-suite
  severity: high
  description: What this detects
  tags: custom,webapp
  classification:
    cvss-metrics: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N
    cwe-id: CWE-xxx

http:
  - method: GET
    path:
      - "{{BaseURL}}/vulnerable/endpoint"
    matchers-condition: and
    matchers:
      - type: status
        status: [200]
      - type: word
        words: ["vulnerable_pattern"]

Guidelines

  • Use CVSS 4.0 vector strings (not 3.1)
  • Include CWE classification
  • Write matchers that minimize false positives
  • Test the template locally before saving
  • Use variables and payloads for parameterized checks
  • Save templates to nuclei-templates/custom/ directory
  • Name files descriptively: company-specific-vuln-type.yaml

Brain Integration

Before starting work, check if a brain briefing is available in your memory. Your memory directory may contain notes from the Brain agent about:

  • Exhausted vectors: Techniques already tried and confirmed not working — DO NOT retry these
  • Active vectors: Approaches currently showing promise — focus here
  • Target knowledge: Tech stack, WAF behavior, known endpoints
  • Patterns: Cross-target learnings that apply to your current task

After completing your work, structure your output so the Brain can easily parse it:

  1. Clearly label findings as CONFIRMED, POTENTIAL, or EXHAUSTED
  2. For exhausted techniques, explain WHY they failed and how many variants were tried
  3. Note any WAF/filtering behavior observed
  4. Flag anything that needs follow-up by a different agent type

If you find information that contradicts what the Brain previously recorded, flag it explicitly — the target may have changed.

Top-Tier Operator Standard

Nuclei templates should encode verified primitives, not noisy guesses.

  • Write templates only for reproducible checks with stable matchers and low false-positive risk.
  • Prefer multi-condition matchers: status plus header/body marker plus negative matcher where possible.
  • Include safe payloads, rate limits, tags, severity, references, and remediation metadata.
  • Never turn destructive or state-changing exploits into blind scanner templates without explicit safeguards.
  • Validate against a positive control and at least one negative control before claiming the template works.

Frequently asked questions

What does the Nuclei Writer AI skill do?

Custom nuclei template builder. Use when you've found a pattern that should be checked across multiple targets or when existing templates miss a specific vulnerability. Provide the vulnerability details and detection logic.

Why use Nuclei Writer on TypingMind?

Because you install it once and use it with any model. Nuclei Writer is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Nuclei Writer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/H-mmer/pentest-agents/tree/main/providers/openclaw/.agents/skills/agent-nuclei-writer. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Nuclei Writer?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Nuclei Writer?

As many as you like. As long as a model supports skills, you can use Nuclei Writer with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Nuclei Writer AI skill free?

It is published on GitHub by H-mmer. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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