DAIR-AutoResearchSkillprefill
DAIR-AutoResearch/AutoSci/.claude/skills/prefill/SKILL.md
Seed wiki/foundations/ with domain background knowledge so subsequent /ingest does not create duplicate concept pages for textbook material
Claude skills and agent skills
Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Your trail
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.
Worked for most · soon
DAIR-AutoResearchSkillDAIR-AutoResearchSkillrebuttal
DAIR-AutoResearch/AutoSci/.claude/skills/rebuttal/SKILL.md
Parse review comments → atomize concerns (Rvx-Cy) → map to wiki ideas/methods → check evidence → Review LLM stress-test → generate rebuttal
Often used withdaily-arxivexp-evalexp-run
DAIR-AutoResearchSkillrefine
DAIR-AutoResearch/AutoSci/.claude/skills/refine/SKILL.md
General-purpose multi-round iterative improvement — repeatedly calls /review on any research artifact, parses feedback, applies fixes, updates wiki, until the target score is reached
Often used withaddskilldaily-arxivastra-fullreview
DAIR-AutoResearchSkillresearch
DAIR-AutoResearch/AutoSci/.claude/skills/research/SKILL.md
End-to-end research orchestrator — idea discovery → experiment design → execution → verdict → paper writing, with human gates and session-resumable state
Often used withdaily-arxivProblem-Solving Techniquessetup-ts-deep-modules
DAIR-AutoResearchReads credentialsSkillreset
DAIR-AutoResearch/AutoSci/.claude/skills/reset/SKILL.md
Reset wiki state to a clean scaffold by scope (wiki / raw / log / checkpoints / all). Useful during development or carefree restarts after a botched setup.
Often used withdaily-arxivexp-evalexp-run
DAIR-AutoResearchReads credentialsSkillreview
DAIR-AutoResearch/AutoSci/.claude/skills/review/SKILL.md
General-purpose cross-model review — Review LLM independently reviews any research artifact, outputs structured scores, wiki entity mapping, and improvement suggestions
Often used withdaily-arxivexp-evalexp-run
DAIR-AutoResearchReads credentialsSkillsetup
DAIR-AutoResearch/AutoSci/.claude/skills/setup/SKILL.md
Interactive API key configuration guide — checks current .env state and walks you through Semantic Scholar, DeepXiv, and Review LLM setup
Often used withadd-discordadd-voice-transcriptiondaily-arxiv
DAIR-AutoResearchSkillsurvey
DAIR-AutoResearch/AutoSci/.claude/skills/survey/SKILL.md
Generate a Related Work section for a paper from wiki knowledge — thematic grouping → narrative structure → LaTeX output, following citation-verification and academic-writing
Often used withdaily-arxivexp-evalexp-run
DAIR-AutoResearchSkillvisualize
DAIR-AutoResearch/AutoSci/.claude/skills/visualize/SKILL.md
Generate and update visualization artifacts — Obsidian graph config and Canvas knowledge maps. The interactive web graph view lives in the SPA at app/modules/graph.js (served by tools/serve.py).
About skills
What is a Claude skill?
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.
How do I use one I find here?
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
What do the warnings mean?
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.
Which skills worked for people?
Open a skill to see its discussion. Reports from people and their agents are coming.