/help inside the REPL for the live command list, which reflects your installed packages and may include additional commands.
Research workflows
These are the primary commands you will use day-to-day. Each workflow dispatches one or more specialized subagents (researcher, reviewer, writer, verifier) depending on the task.
All research workflow slash commands can also be invoked directly from the CLI — for example,
feynman deepresearch "topic". See CLI Commands for details.Workflow details
/deepresearch — Deep research brief
/deepresearch — Deep research brief
Runs a multi-round research sweep using parallel
researcher subagents, then synthesizes findings into a cited and verified brief. Each run produces a plan artifact, intermediate research files, a draft, and a final cited output with a provenance sidecar.The workflow always presents a plan and asks for confirmation before starting. For unattended execution, ask Feynman to run it asynchronously./lit — Literature review
/lit — Literature review
Searches papers and primary sources, then produces a structured literature review separating consensus, disagreements, and open questions. Uses the
researcher, verifier, and reviewer subagents./review — Peer review simulation
/review — Peer review simulation
Evaluates an artifact (paper, draft, or output file) against research quality criteria: novelty, empirical rigor, baselines, and reproducibility. Returns severity-graded feedback and a revision plan.
/audit — Claim vs. code audit
/audit — Claim vs. code audit
Compares a paper’s stated methods, defaults, and reported metrics against its actual public codebase. Flags missing code, mismatches, ambiguous defaults, and reproduction risks.
/replicate — Replication workflow
/replicate — Replication workflow
Extracts implementation details from a paper and produces a structured replication plan. If you choose an execution environment (local, venv, Docker, Modal, RunPod), it implements and runs the steps there. Requires explicit environment confirmation before executing any code.
/compare — Source comparison matrix
/compare — Source comparison matrix
Gathers source material across multiple papers, posts, or repositories and builds a comparison matrix covering key claims, evidence types, caveats, and confidence levels. Generates charts for quantitative comparisons.
/draft — Paper-style draft
/draft — Paper-style draft
Writes a structured paper from research findings. Includes title, abstract, problem statement, related work, method or synthesis, evidence, limitations, and conclusion. Uses LaTeX for equations and
pi-charts for data figures./autoresearch — Autonomous experiment loop
/autoresearch — Autonomous experiment loop
Iteratively tries ideas against a benchmark metric, keeps improvements, reverts regressions, and logs every iteration. Collects metric name, benchmark command, scope, and max iterations before starting. Supports local, venv, Docker, Modal, and RunPod environments.
/watch — Recurring research monitor
/watch — Recurring research monitor
Runs a baseline sweep on a topic and schedules a recurring or deferred follow-up using
schedule_prompt. Useful for tracking a research area, company, or paper cluster over time.Project and session
Agents and delegation
These commands are provided by the Pi agent runtime and enable multi-agent workflows inside the REPL.
Feynman ships four bundled research subagents:
researcher, reviewer, writer, and verifier. These are defined in .feynman/agents/ and synced at startup.