AI Worker worker.md

agentic_security

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

Agent framework 1,839 stars Python Apache-2.0 Worker-compatible

Source#

Tags#

agent-frameworkagent-securityai-red-teamllm-evaluationllm-evaluation-frameworkllm-fuzzer

Integration notes#

Framework-level abstraction; derive bounded worker contracts from concrete tasks and APIs in docs/examples.

worker.md example#

Starter worker.md contract mapped from this registry entry. Copy this file and adapt schemas, constraints, and statuses for your task.

---
id: agentic-security-repo-derived-worker
name: agentic_security Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/agentic-security/
source_repository: https://github.com/msoedov/agentic_security
repository_default_branch: main
repository_language: Python
repository_license: Apache-2.0
repository_updated_at: 2026-04-04
worker_mode: agent-orchestration-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.95
derived_on: 2026-04-05
tags:
  - agent-framework
  - agent-security
  - ai-red-team
  - llm-evaluation
  - llm-evaluation-framework
  - llm-fuzzer
---

# agentic_security Repo-Derived Worker

## Repo-derived summary
- Registry summary: Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪
- Repository description: Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪
- Stars (snapshot): 1,839
- Primary language: Python
- Worker mode classification: agent-orchestration-worker

## Extracted from
- https://github.com/msoedov/agentic_security
- https://github.com/msoedov/agentic_security/blob/main/Readme.md
- https://github.com/msoedov/agentic_security/blob/main/.github/workflows/security-scan.yml
- https://github.com/msoedov/agentic_security/blob/main/docs/module.md

## Evidence notes (from repository text)
- README summary paragraph: Agentic Security An open-source vulnerability scanner for Agent Workflows and Large Language Models (LLMs) Protecting AI systems from jailbreaks, fuzzing, and multimodal attacks. Explore the docs » · Report a Bug »
- An open-source vulnerability scanner for Agent Workflows and Large Language Models (LLMs)
- Agentic Security equips you with powerful tools to safeguard LLMs against emerging threats. Here's what you can do:
- To get started with Agentic Security, simply install the package using pip:
- 2024-04-13 13:21:31.157 | INFO | agentic_security.probe_data.data:load_local_csv:273 - Found 1 CSV files
- 2024-04-13 13:21:31.157 | INFO | agentic_security.probe_data.data:load_local_csv:274 - CSV files: ['prompts.csv']

## Installation hints found in README
- `pip install agentic_security`
- `pip install -U mcp`

## worker.md contract (derived starter)
Purpose: Execute one orchestrated agent task as a bounded worker step.

### Input schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "run_id",
    "task",
    "context"
  ],
  "properties": {
    "run_id": {
      "type": "string"
    },
    "task": {
      "type": "string"
    },
    "context": {
      "type": "object"
    }
  }
}
```

### Output schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "run_id",
    "status",
    "result"
  ],
  "properties": {
    "run_id": {
      "type": "string"
    },
    "status": {
      "type": "string",
      "enum": [
        "ok",
        "retryable_error",
        "invalid_request",
        "invalid_output"
      ]
    },
    "result": {
      "type": "object"
    }
  }
}
```

### Constraints
- timeout_seconds: 30
- max_attempts: 2
- idempotency_key: run_id
- status_enum: [ok, retryable_error, invalid_request, invalid_output]
- notes: adapt to concrete APIs/classes documented in this repository before production use

## How this should be used
1. Treat this file as a repo-derived starter profile, not a claim of an official repository API contract.
2. Replace schemas with exact interfaces from code/docs you adopt.
3. Keep execution bounded and auditable using worker protocol constraints.

How to use#

  • Save this as a worker spec file (for example: agentic-security-my-task.worker.md).
  • Replace the input/output schemas and purpose with your real bounded task.
  • Enforce schema validation + timeout + retry policy in your runtime before production use.

Citation#

Reference URL: https://worker.md/registry/agentic-security/

Source URL: https://github.com/msoedov/agentic_security