Cve Poc Generator

Organization

transilienceai

cve-poc-generator

CVE research, standalone PoC script and report generation. Given a CVE ID, researches NVD and advisories, generates a safe Python PoC, and writes a detailed vulnerability report.

Overview

Publisher	transilienceai
Repository	`communitytools`
Skill name	`cve-poc-generator`
Stars	565
Forks	81
Bundled files	1
License	MIT
Links	Skill source Repository Homepage

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.
1 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by transilienceai on GitHub. Read the source before you install it.

Installation

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/transilienceai/communitytools/tree/main/skills/cve-poc-generator
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.

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/transilienceai/communitytools.git /tmp/communitytools
mkdir -p .claude/skills
cp -r /tmp/communitytools/skills/cve-poc-generator .claude/skills/cve-poc-generator

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cve Poc Generator 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 Cve Poc Generator 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 Cve Poc Generator 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.

CVE PoC Generator

Research a CVE by ID, generate a standalone Python proof-of-concept script, and produce a detailed vulnerability report.

Workflow

NVD Lookup - Query NVD API v2.0 for the CVE ID (python3 tools/nvd-lookup.py <CVE>). Extract the CVSS score/vector using the v4.0-primary ladder (v4.0 → v3.1 → v3.0 → v2.0; the tool's JSON_SUMMARY exposes cvss_version + cvss_vector), plus CWE IDs, CPE matches, advisory URLs, and patch links.
Advisory Research - Deep-dive vendor advisories, GitHub security advisories, Exploit-DB, and published write-ups. Identify root cause, affected versions, and attack vector details.
PoC Generation - Write a standalone Python script (poc.py) that demonstrates the vulnerability safely. Follow the script standards in reference/poc-methodology.md.
Report Generation - Write a comprehensive markdown report (report.md) with metadata, root cause analysis, risk assessment, and remediation guidance.

NVD Data to Collect

Field	Source	Usage
CVE ID	NVD	Primary identifier
CVSS Score + Vector (v4.0 primary; v3.1/v3.0/v2.0 fallback)	NVD	Risk scoring
CWE ID(s)	NVD	Vulnerability classification
CPE Matches	NVD	Affected products and versions
Advisory URLs	NVD references	Research sources
Patch Links	NVD references / vendor	Remediation guidance
Description	NVD	Vulnerability summary
Published / Modified dates	NVD	Timeline

Output


{OUTPUT_DIR}/
  artifacts/cve-pocs/CVE-XXXX-XXXXX/
    poc.py              # Standalone Python PoC script
  reports/cve-pocs/CVE-XXXX-XXXXX/
    report.md           # Detailed vulnerability report

Invocation


/cve-poc-generator CVE-2024-XXXXX

The skill accepts a single CVE ID as argument. Multiple CVEs should be processed with separate invocations.

Rules

Least harm - PoC scripts MUST demonstrate vulnerability without causing damage. Use detection/verification checks, not destructive payloads.
Standalone scripts - PoC must run independently with only standard Python libraries plus requests. No framework dependencies.
Accurate scoring - Use the exact CVSS score and vector from NVD. Do not fabricate or estimate scores.
Source attribution - Every claim in the report must cite its source (NVD, vendor advisory, CVE description).
No emoji - Use text severity labels only (CRITICAL, HIGH, MEDIUM, LOW, INFORMATIONAL).
Verified data only - Do not hallucinate CVE details. If NVD data is unavailable, state it explicitly.
Safe defaults - PoC scripts must default to read-only, non-destructive operations. Any potentially harmful action requires explicit --confirm flag.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

reference/poc-methodology.md8 KB

Frequently asked questions

What does the Cve Poc Generator AI skill do?

CVE research, standalone PoC script and report generation. Given a CVE ID, researches NVD and advisories, generates a safe Python PoC, and writes a detailed vulnerability report.

Why use Cve Poc Generator on TypingMind?

Because you install it once and use it with any model. Cve Poc Generator 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 Cve Poc Generator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/transilienceai/communitytools/tree/main/skills/cve-poc-generator. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Cve Poc Generator?

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 Cve Poc Generator?

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

Is the Cve Poc Generator AI skill free?

Yes. It is published on GitHub by transilienceai under the MIT license. 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

CVE PoC Generator

Workflow

NVD Data to Collect

Output

Invocation

Rules

Bundled files

Frequently asked questions

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