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feynman/prompts/lit.md
Advait Paliwal 8fd06b9299 Refine research workflows and remove Agent Computer
2026-03-24 11:01:27 -07:00

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description, args, section, topLevelCli
description args section topLevelCli
Run a literature review on a topic using paper search and primary-source synthesis. <topic> Research Workflows true

Investigate the following topic as a literature review: $@

Derive a short slug from the topic (lowercase, hyphens, no filler words, ≤5 words). Use this slug for all files in this run.

Workflow

  1. Plan — Outline the scope: key questions, source types to search (papers, web, repos), time period, expected sections, and a small task ledger plus verification log. Write the plan to outputs/.plans/<slug>.md. Present the plan to the user and confirm before proceeding.
  2. Gather — Use the researcher subagent when the sweep is wide enough to benefit from delegated paper triage before synthesis. For narrow topics, search directly. Researcher outputs go to <slug>-research-*.md. Do not silently skip assigned questions; mark them done, blocked, or superseded.
  3. Synthesize — Separate consensus, disagreements, and open questions. When useful, propose concrete next experiments or follow-up reading. Generate charts with pi-charts for quantitative comparisons across papers and Mermaid diagrams for taxonomies or method pipelines. Before finishing the draft, sweep every strong claim against the verification log and downgrade anything that is inferred or single-source critical.
  4. Cite — Spawn the verifier agent to add inline citations and verify every source URL in the draft.
  5. Verify — Spawn the reviewer agent to check the cited draft for unsupported claims, logical gaps, zombie sections, and single-source critical findings. Fix FATAL issues before delivering. Note MAJOR issues in Open Questions. If FATAL issues were found, run one more verification pass after the fixes.
  6. Deliver — Save the final literature review to outputs/<slug>.md. Write a provenance record alongside it as outputs/<slug>.provenance.md listing: date, sources consulted vs. accepted vs. rejected, verification status, and intermediate research files used.