This directory contains a standalone Proof-of-Concept for an autonomous OSINT agent that wraps the existing PRISM modules in a ReAct loop.

• Standalone: This is not integrated into web/ or cli.py.
• No Pivoting: The agent is hard-restricted to only scan the initial target provided by the user. If it attempts to pivot, the script blocks the tool call.
• Hard Step Limit: Configured to a maximum of 5 loops (MAX_STEPS).
• Citation Constraint: The system prompt forces the LLM to cite which module provided which piece of data in its final answer, dropping unbacked claims.
• Shared LLM Config: Reuses LLM_BASE_URL and LLM_API_KEY from the existing project configuration.
• Planning Mode: A --plan mode exists to safely print what the LLM intends to do without actually executing scans.

You must have the Prism API backend running locally (http://localhost:8080/api/scan).

Outputs the modules it would run without actually running them:

python poc_agent.py "getprism.su" --plan

Allows the agent to autonomously call the API up to MAX_STEPS times:

python poc_agent.py "getprism.su" --type domain