byte721 / counsel

What is counsel?

Counsel is a Python CLI tool that acts as an AI defense attorney for public disputes on ai counsel github. Feed it a JSON case file detailing a client, allegations, and supporting evidence, and it uses OpenAI or xAI models like GPT-4o or Grok to generate a structured defense brief—including a core theory, factual summary, per-allegation responses, and closing argument. It's built for quickly drafting arguments in high-profile spats, like defending execs in media firestorms, without pretending to judge guilt.

Why is it gaining traction?

It stands out by enforcing six defense theory archetypes—denial, reframing, justification, procedural, affirmative, mitigation—for consistent, lawyerly output, saved as both JSON and readable text. Devs love the dead-simple CLI (counsel represent --case file.json --print) and provider switching (--provider xai), making it a lightweight way to test LLM reasoning in adversarial scenarios versus generic chat wrappers. The hook: example cases for real-world drama, like Musk vs. critics, spark quick experiments.

Who should use this?

AI researchers prototyping legal or argumentative agents, journalists needing rapid counter-narratives for counseling deutsch-style public defenses, or devs building bots that track defense attorneys monitoring Trump prosecutions. Ideal for counselor deutsch experiments in LLM bias or defense attorney vs prosecutor simulations, not actual litigation.

Verdict

Try it for LLM research or fun briefs—solid docs, pytest suite, MIT license—but with 36 stars and 1.0% credibility score, it's early beta research ware, not production-ready. Pair with your own cases for best results.

(178 words)