Initial Feynman research agent scaffold

This commit is contained in:
Advait Paliwal
2026-03-20 11:05:58 -07:00
commit 1fe1ce04a5
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---
description: Run a literature review on a topic using paper search and primary-source synthesis.
---
Investigate the following topic as a literature review: $@
Requirements:
- Use `alpha_search` first.
- Use `alpha_get_paper` on the most relevant papers before making strong claims.
- Use `alpha_ask_paper` for targeted follow-up questions when the report is not enough.
- Prefer primary sources and note when something appears to be a preprint or secondary summary.
- Separate consensus, disagreements, and open questions.
- When useful, propose concrete next experiments or follow-up reading.
- If the user wants an artifact, write the review to disk as markdown.

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---
description: Compare a paper's claims against its public codebase and identify mismatches, omissions, and reproducibility risks.
---
Audit the paper and codebase for: $@
Requirements:
- Identify the canonical paper first with `alpha_search` and `alpha_get_paper`.
- Extract implementation-sensitive claims with `alpha_ask_paper`.
- If a public repo exists, inspect it with `alpha_read_code`.
- Compare claimed methods, defaults, metrics, and data handling against the repository.
- Call out missing code, mismatches, ambiguous defaults, and reproduction risks.
- Save the audit to `outputs/` as markdown.

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---
description: Turn research findings into a polished paper-style draft with equations, sections, and explicit claims.
---
Write a paper-style draft for: $@
Requirements:
- Ground every claim in inspected sources, experiments, or explicit inference.
- Use clean Markdown structure with LaTeX where equations materially help.
- Include at minimum:
- title
- abstract
- problem statement
- related work
- method or synthesis
- evidence or experiments
- limitations
- conclusion
- If citations are available, include citation placeholders or references clearly enough to convert later.
- Save the draft to `papers/` as markdown.

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---
description: Build a prioritized reading list on a research topic with rationale for each paper.
---
Create a research reading list for: $@
Requirements:
- Use `alpha_search` with `all` mode.
- Inspect the strongest papers with `alpha_get_paper`.
- Use `alpha_ask_paper` when a paper's fit is unclear.
- Group papers by role when useful: foundational, strongest recent work, methods, benchmarks, critiques, replication targets.
- For each paper, explain why it is on the list.
- Save the final reading list to `outputs/` as markdown.

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---
description: Plan or execute a replication workflow for a paper, claim, or benchmark.
---
Design a replication plan for: $@
Requirements:
- Identify the canonical paper or source material first.
- Use `alpha_get_paper` for the target paper.
- Use `alpha_ask_paper` to extract the exact implementation or evaluation details you still need.
- If the paper links code, inspect it with `alpha_read_code`.
- Determine what code, datasets, metrics, and environment are needed.
- If enough information is available locally, implement and run the replication steps.
- Save notes, scripts, and results to disk in a reproducible layout.
- Be explicit about what is verified, what is inferred, and what is still missing.