The open source AI
research agent

Reads papers, searches the web, writes research drafts, plans experiments, and cites research claims. Controlled from your terminal with local artifacts.

Made by Companion

GitHub

Use curl for the bundled runtime, or npm if you already manage Node locally.

Need just the skills? Install the skills-only bundle.

What you type → what happens

Ask a research question or run a workflow. Research claims carry citations.

feynman "what do we know about scaling laws" Cited research brief from papers and web

feynman rank "sparse autoencoders" PaperRank table with citation, graph, methodology, and reproducibility scores

feynman deepresearch "mechanistic interpretability" Multi-agent deep dive with synthesis and verification

feynman lit "RLHF alternatives" Literature review with consensus and open questions

feynman audit 2401.12345 Paper claims vs. what the code actually does

feynman replicate "chain-of-thought improves math" Replication plan, compute target, gated experiment steps

feynman recipe "fine-tune a small model for math reasoning" Ranked, implementable ML training recipes

Workflows

Slash commands or natural language. Your call.

/deepresearch

Multi-agent investigation across papers, web, and code

rank

PaperRank scoring for what to read first, with graph and methodology evidence

/lit

Literature review from primary sources with consensus mapping

/review

Internal research critique with severity scores and a revision plan

/audit

Paper-to-code mismatch audit for reproducibility claims

/replicate

Replication plan with environment choice before any execution

/recipe

Ranked ML training recipes grounded in papers, datasets, docs, and code

/compare

Side-by-side source comparison with agreement and conflict matrix

/draft

Polished paper-style draft with inline citations from findings

/autoresearch

Bounded loop: hypothesize, experiment, measure, repeat

/watch

Research watch baseline with optional scheduled follow-up

Agents

Specialist agents join when the research task needs them.

Researcher

Hunts for evidence across papers, the web, repos, and docs

Reviewer

Grades claims by severity, flags gaps, and suggests revisions

Writer

Structures notes into briefs, drafts, and paper-style output

Verifier

Checks citations, verifies URLs, removes dead links

Skills & Tools

How Feynman retrieves sources, preserves research continuity, and renders artifacts.

AlphaXiv

Paper search, Q&A, code reading, and annotations via the alpha CLI

Hugging Face Hub

Dataset schema, repo file, and small text-file inspection

Web search

Searches via Exa, Perplexity, or Gemini API

Session search

Indexed recall across prior research sessions

Preview

Browser and PDF export of generated artifacts

Compute

Optional execution targets for research experiments after the workflow chooses an environment.

Docker

Isolated containers for explicitly chosen replication and benchmark runs

Modal

Burst GPU execution for bounded research benchmark jobs

RunPod

Persistent GPU pods for long-running research experiments with SSH