Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
getcompanion-aiSkillgetcompanion-ai/feynman/skills/alpha-research/SKILL.md
Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools. Use when the user asks about academic papers, wants to find research on a topic, needs to read a specific paper, ask questions about a paper, inspect a paper's code repository, or manage paper annotations.
4 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/autoresearch/SKILL.md
Bounded research experiment loop that tries hypotheses, measures benchmark evidence, keeps what works, and records what fails. Use when the user asks to optimize a research metric, run an experiment loop, improve model/retrieval/evaluation performance iteratively, or benchmark a research hypothesis.
95 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/deep-research/SKILL.md
Run a thorough, source-heavy investigation on any topic. Use when the user asks for deep research, a comprehensive analysis, an in-depth report, or a multi-source investigation. Produces a cited research brief with provenance tracking.
194 projects use a version of this
Often used withcommunity-led-growthacademic-paper-reviewermicro-saas-launcher
getcompanion-aiSkillgetcompanion-ai/feynman/skills/docker/SKILL.md
Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks. Use when the user selects Docker as the execution environment or asks to run code safely, in isolation, or in a sandbox.
53 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/eli5/SKILL.md
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways. Use when the user says "ELI5 this", asks for a simple explanation of a paper or research result, wants jargon removed, or asks what something technically dense actually means.
61 projects use a version of this
Often used withclose-speccompare-screenshotsaudit-agents
getcompanion-aiSkillgetcompanion-ai/feynman/skills/literature-review/SKILL.md
Run a literature review using paper search and primary-source synthesis. Use when the user asks for a lit review, paper survey, state of the art, or academic landscape summary on a research topic.
76 projects use a version of this
Often used withpdf-explorepaper-narrativefigure-style
getcompanion-aiSkillgetcompanion-ai/feynman/skills/ml-training-recipe/SKILL.md
Find implementable ML training recipes from papers, datasets, docs, and code. Use when the user wants to fine-tune, train, reproduce, or choose a practical ML method, dataset, hyperparameter setup, or benchmark recipe.
2 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/paper-code-audit/SKILL.md
Compare a paper's claims against its public codebase. Use when the user asks to audit a paper, check code-claim consistency, verify reproducibility of a specific paper, or find mismatches between a paper and its implementation.
3 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/paper-writing/SKILL.md
Turn research findings into a polished paper-style draft with sections, equations, and citations. Use when the user asks to write a paper, draft a report, write up findings, or produce a technical document from collected research.
33 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/pdf-explore/SKILL.md
Read, extract, and cross-check content across scientific PDFs. Use when a task needs methods, figures, tables, citations, accessions, or claims from multiple places in one or more papers.
7 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/preview/SKILL.md
Render Markdown or LaTeX research artifacts to HTML or PDF with pandoc. Use when the user wants to review a written artifact, export a report, or view a rendered document.
15 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/replication/SKILL.md
Plan a replication of a paper, claim, or benchmark, and execute only after an explicit environment choice. Use when the user asks to replicate results, reproduce an experiment, verify a claim empirically, or build a replication package.
2 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/research-review/SKILL.md
Run a tough but constructive internal research critique of an AI research artifact. Use when the user asks for a review, critique, feedback on a paper or draft, or wants to identify weaknesses before submission.
17 projects use a version of this
Often used withresubmit-pipelinesemantic-scholarresearch-refine
getcompanion-aiSkillgetcompanion-ai/feynman/skills/session-log/SKILL.md
Write a durable session log capturing completed work, findings, open questions, and next steps. Use when the user asks to log progress, save session notes, write up what was done, or create a research diary entry.
21 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/session-search/SKILL.md
Search prior Feynman session transcripts on disk. Use when the user asks about earlier research sessions, past findings, or wants to resume a prior session.
12 projects use a version of this
getcompanion-aiSkillgetcompanion-ai/feynman/skills/source-comparison/SKILL.md
Compare multiple sources on a topic and produce a grounded comparison matrix. Use when the user asks to compare papers, tools, approaches, frameworks, or claims across multiple sources.
2 projects use a version of this
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
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