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Claude Skills by Yichen-ZJU

github.com/Yichen-ZJU

93 skillsA× 89B× 41 installs89 views

Sudis Neurips Rebuttal With MeAUse for NeurIPS Main Track or Evaluations and Datasets author responses, initial meta-review analysis, OpenReview discussion, per-review rebuttal drafting, and mentor-gated AC follow-up. Load the general sudis-rebuttal-with-me skill first, then apply this NeurIPS-specific overlay.researchpythonbashVotes: 0GitHub stars: 9
Sudis Rebuttal With MeAUse when analyzing or responding to peer reviews for ARR, ACL, EMNLP, ICML, NeurIPS, ICLR, KDD, WWW, AAAI, CVPR, or similar venues, including acceptance outlook, author rebuttals, OpenReview discussions, review-issue reports, AC/SAC/PC communication, and follow-up planning.researchpythonrustVotes: 0GitHub stars: 9
SummarizeASummarize a research source, paper, report, repository README, local artifact, or PDF using the RLM pattern — source stored on disk, never injected raw into context. Use when the user asks to summarize a paper, URL, PDF, repo, or long document.researchpythonbashVotes: 0GitHub stars: 9
Systematic ReviewARun a PRISMA 2020-compliant systematic literature review with optional meta-analysis — protocol registration, systematic search with documented strategy, screening with inclusion/exclusion criteria, risk-of-bias assessment (RoB 2 / ROBINS-I), effect-size synthesis with heterogeneity and GRADE, plus PRISMA-trAIce AI-transparency checklist and RAISE responsible-AI reporting. Use when the user asks for a systematic review, meta-analysis, PRISMA-compliant evidence synthesis, or a survey that must...researchapiVotes: 0GitHub stars: 9
Tech Paper TemplateAStructures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, methodology modules, contributions), positions the paper as Technique or New Problem/Setting, and runs a four-point self-consistency check. Use when the user is brainstorming a paper, discussing progress with an advisor, or planning the paper before drafting. Also use for 'paper skeleton', 'paper logic chain', 'thinking template', 'paper-structu...researchgoVotes: 0GitHub stars: 9
Using Model EndpointACall a configured model endpoint and interpret its response. Use when a task needs inference from a registered endpoint, remote model API, local model service, or custom connector-backed predictor.researchapiVotes: 0GitHub stars: 9
Skills DirectorySkills Directory Look up any of 103,619 scanned skills — grade, score, and every finding. Free.Check a skill
WatchACreate a research watch baseline with an optional scheduled follow-up. Use when the user asks to monitor a topic, track a research area, watch for new papers or changes, or set up a recurring check.ai-agentsgogitVotes: 0GitHub stars: 9
AutoresearchAAutonomous experiment loop with evidence-driven move selection — scales from parameter tuning (directional search) to architecture innovation (structural changes), with git ledger, guard, noise-aware keep/discard, and trend-analysis stop advice. Use when the user asks to optimize a research metric, run an experiment loop, tune hyperparameters, explore architectural changes, or improve model performance iteratively.researchgobashVotes: 0GitHub stars: 9
Brainstorming Research IdeasAGuides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.researchgoapiVotes: 0GitHub stars: 9
Deep ResearchARun 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.researchgogitVotes: 0GitHub stars: 9
Experiment ForgeBForge self-contained experiment packages with code, configs and runbooks from a task description; use when launching or packaging structured autonomous experimentsai-agentsgogitVotes: 0GitHub stars: 9
Idea EvaluatorAEvaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict. Use when the user has a draft research idea and asks whether it is worth pursuing, asks to 'evaluate this idea', 'score this idea', 'assess feasibility', 'novelty check', 'is this a good research direction', or before committing to a paper scope.researchgoawsVotes: 0GitHub stars: 9
Intro DrafterADrafts a 6-paragraph Introduction outline for a technical paper from a structured Flowchart: background and running example, existing limitations, problem essence and goal, key challenges, solution overview, contributions. Positions the paper as Technique or New Problem/Setting and aligns contributions with challenges. Use when the user asks to 'draft the Introduction', 'outline the Introduction', 'intro logic needs clarifying', 'help structure the paper story', or before writing any Introduc...researchgosqlVotes: 0GitHub stars: 9
Literature ReviewARun 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, publication-corpus review of a lab/PI/author, or academic landscape summary on a research topic.researchgobashVotes: 0GitHub stars: 9
Ml Paper WritingAWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems venues (OSDI, NSDI, ASPLOS, SOSP), use systems-paper-writing instead.researchpythongoVotes: 0GitHub stars: 9
Paper NarrativeAShape the scientific story across a manuscript, abstract, figures, and evidence — choose the main narrative line, organize claims/evidence/section order/figure order, and fix the conclusion's landing point. Use when a task asks for paper structure, figure order, argument flow, narrative mainline selection, missing analyses, or manuscript revision strategy.ai-agentsVotes: 0GitHub stars: 9
Paper ProductionAEnd-to-end paper production pipeline fusing the best writing skills — idea gate (idea-evaluator), skeleton (tech/benchmark-paper-template), Introduction logic chain (intro-drafter), evidence arc (paper-narrative), figure design (figure-style/figure-composer/academic-plotting), drafting with citations (paper-writing + ml-paper-writing venue templates), dual review (reviewer agent + pre-submission-reviewer). Use when the user wants to write a paper from research results, structure a manuscript ...researchVotes: 0GitHub stars: 9
Paper WritingATurn 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.researchgobashVotes: 0GitHub stars: 9
Pre Submission ReviewerARuns a pre-submission review of a technical paper across five dimensions: macro logic, writing details, English grammar, LaTeX formatting, and figure quality. Uses a reviewer-style severity taxonomy (CRITICAL / MAJOR / MINOR) and flags banned AI-tone vocabulary and em-dash misuse. Use when the user asks to 'review this paper', 'audit before submission', 'check the draft', 'find issues', 'proofread', or within one week of a submission deadline.researchgoperformanceVotes: 0GitHub stars: 9
Research OrchestratorAOrchestrate an end-to-end autonomous research project (idea → experiments → paper) with a two-loop architecture — inner loop runs experiments, outer loop synthesizes findings and steers direction. Use when starting a research project, running a multi-hypothesis autonomous research effort, or resuming an ongoing project with research-state.yaml. Routes execution to domain skills (fine-tuning, distributed training, evaluation, ...) and process skills (literature-review, experiment-forge, autore...researchgogitVotes: 0GitHub stars: 9
AutoresearchAAutonomous experiment loop with evidence-driven move selection — scales from parameter tuning (directional search) to architecture innovation (structural changes), with git ledger, guard, noise-aware keep/discard, and trend-analysis stop advice. Use when the user asks to optimize a research metric, run an experiment loop, tune hyperparameters, explore architectural changes, or improve model performance iteratively.researchgobashVotes: 0GitHub stars: 9
Brainstorming Research IdeasAGuides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.researchgoapiVotes: 0GitHub stars: 9
Creative Thinking For ResearchAApplies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.researchgoexpressVotes: 0GitHub stars: 9
Deep ResearchARun 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.researchgogitVotes: 0GitHub stars: 9
Experiment ForgeBForge self-contained experiment packages with code, configs and runbooks from a task description; use when launching or packaging structured autonomous experimentsai-agentsgogitVotes: 0GitHub stars: 9
Idea EvaluatorAEvaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict. Use when the user has a draft research idea and asks whether it is worth pursuing, asks to 'evaluate this idea', 'score this idea', 'assess feasibility', 'novelty check', 'is this a good research direction', or before committing to a paper scope.researchgoawsVotes: 0GitHub stars: 9
Literature ReviewARun 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, publication-corpus review of a lab/PI/author, or academic landscape summary on a research topic.researchgobashVotes: 0GitHub stars: 9
Research OrchestratorAOrchestrate an end-to-end autonomous research project (idea → experiments → paper) with a two-loop architecture — inner loop runs experiments, outer loop synthesizes findings and steers direction. Use when starting a research project, running a multi-hypothesis autonomous research effort, or resuming an ongoing project with research-state.yaml. Routes execution to domain skills (fine-tuning, distributed training, evaluation, ...) and process skills (literature-review, experiment-forge, autore...researchgogitVotes: 0GitHub stars: 9
Academic Research SuiteACodex-native Academic Research Skills suite for deep research, academic paper writing, manuscript review, full research-to-paper pipelines, and experiment planning or validation. Use when the user asks for deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting, paper revision, citation or integrity checks, reviewer simulation, peer review, editorial decision letters, research-to-paper workflows, experiment execution planning, ...researchpythonrustVotes: 0GitHub stars: 9
Alpha ResearchASearch, read, and query research papers via the arxiv MCP server (2.5M+ arXiv papers). 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, or inspect a paper's code repository.ai-agentsgobashVotes: 0GitHub stars: 9
Anti Defensive Writing EnAStops defensive writing across the entire paper lifecycle — writing, revising, cutting, and organizing experiments. Treats the paper as a press conference, not a project summary, lab log, or self-audit: identify the single most publishable strength of the work and build the most favorable, complete, and persuasive narrative around it. Never present everything evenly, never volunteer weakness, never write an experiment diary, never attack the paper on the reviewer's behalf. Triggers: polish my...researchgoperformanceVotes: 0GitHub stars: 9
Anti Defensive WritingA论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会，而不是项目总结、实验日志或自我审查报告：识别这项工作最值得发表的价值，围绕它建立最有利、最完整、最有说服力的叙事。不平均展示、不主动示弱、不写实验流水账、不替审稿人攻击自己。触发词：论文润色、论文修改、写摘要、写引言、写结论、压缩论文、rebuttal、回复审稿意见、组织实验、论文AI味、防御性写作、心虚。ai-agentsVotes: 0GitHub stars: 9
ContributingAMaintain and improve this Claude Code research environment — its skills, subagents, conventions, and workflows. Use when the task is to add, fix, or refactor research capabilities in ~/.claude/.ai-agentsbashdockerVotes: 0GitHub stars: 9
Ml Training RecipeAFind ranked, implementable ML training recipes backed by papers, datasets, docs, and code. Use when the user asks how to train/fine-tune a model for a task, wants a benchmark-backed recipe, or needs dataset + hyperparameter + code grounding for an ML method.researchbashgitVotes: 0GitHub stars: 9
Paper Code AuditACompare a paper's claims against its public codebase and identify mismatches, omissions, and reproducibility risks. Use when the user asks to audit a paper's code, check whether a repo matches its paper, or assess reproducibility of published work.researchbashgitVotes: 0GitHub stars: 9
Paper ProductionAEnd-to-end paper production pipeline fusing the best writing skills — idea gate (idea-evaluator), skeleton (tech/benchmark-paper-template), Introduction logic chain (intro-drafter), evidence arc (paper-narrative), figure design (figure-style/figure-composer/academic-plotting), drafting with citations (paper-writing + ml-paper-writing venue templates), dual review (reviewer agent + pre-submission-reviewer). Use when the user wants to write a paper from research results, structure a manuscript ...researchVotes: 0GitHub stars: 9
Paper WritingATurn 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.researchgobashVotes: 0GitHub stars: 9
ReplicationAPlan 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.researchpythondockerVotes: 0GitHub stars: 9
Research ReviewARun an internal research critique with likely objections, severity, and a concrete revision plan. Use when the user asks to review a paper, preprint, draft, or research artifact — their own or someone else's.researchgoshellVotes: 0GitHub stars: 9
Skill CreatorACreate or revise Claude Code research skills in ~/.claude/skills/. Use when a research workflow needs a reusable on-demand capability, skill metadata, trigger wording, references, or skill validation.researchshellbashVotes: 0GitHub stars: 9
Source ComparisonACompare multiple sources on a topic and produce a source-grounded matrix of agreements, disagreements, and confidence. Use when the user asks to compare papers, methods, tools, models, or claims across sources.researchgitVotes: 0GitHub stars: 9
SummarizeASummarize a research source, paper, report, repository README, local artifact, or PDF using the RLM pattern — source stored on disk, never injected raw into context. Use when the user asks to summarize a paper, URL, PDF, repo, or long document.researchpythonbashVotes: 0GitHub stars: 9
WatchACreate a research watch baseline with an optional scheduled follow-up. Use when the user asks to monitor a topic, track a research area, watch for new papers or changes, or set up a recurring check.ai-agentsgogitVotes: 0GitHub stars: 9