4,511 agent tools in 6 subcategories. See them all in one list ↓
1,556 tools
929 tools
743 tools
631 tools
345 tools
307 tools
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| clinical-case-report Structured medical case presentation for clinical rounds, conferences, and documentation. Generates SOAP-format or narrative case reports with physiol SkillInstall · skills CLI | 107,474 | — | ||
| hps-academic-paper A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision SkillInstall · skills CLI | 107,474 | — | ||
| hps-memphis-pop A pop-culture retrospective on how 1980s design language shaped today's apps — the scenes, the turning point, and the takeaway. Built as a decision-gr SkillInstall · skills CLI | 107,474 | — | ||
| hps-retro-tv A family history told through five decades of home movies — the opening question, the eras, and what the footage reveals. Built as a decision-grade st SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-cartesian An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-grove A municipal urban-tree-canopy policy proposal — the public need, the evidence, the options, and the funding decision. Built as a decision-grade policy SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-monochrome A grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grad SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-peoples-platform A public-transit funding proposal for a city council — ridership need, the plan, the risk controls, and the ask. Built as a decision-grade policy brie SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-pin-and-paper A field-biology capstone on urban pollinator decline — the survey design, the data, the contribution, and the caveats. Built as a decision-grade cours SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-scatterbrain A design-school graduation project: a civic wayfinding system for a transit hub — the brief, the process, and the outcome. Built as a decision-grade c SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-stencil-tablet A workplace-safety compliance review for a manufacturing regulator — findings, the evidence chain, and the corrective mandate. Built as a decision-gra SkillInstall · skills CLI | 107,474 | — | ||
| last30days Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reac SkillInstall · skills CLI | 107,474 | — | ||
| addresszen-automation Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| 13c-metabolic-flux Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, SkillInstall · skills CLI | 57,038 | — | ||
| adaptyv Uses the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs, submit sequences, monitor laboratory p SkillInstall · skills CLI | 57,038 | — | ||
| alphagenome Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus r SkillInstall · skills CLI | 57,038 | — | ||
| analytical-method-validation Plans, executes, and documents validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP SkillInstall · skills CLI | 57,038 | — | ||
| bgpt-paper-search Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistic SkillInstall · skills CLI | 57,038 | — | ||
| citation-management Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate c SkillInstall · skills CLI | 57,038 | — | ||
| clinical-decision-support Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governanc SkillInstall · skills CLI | 57,038 | — | ||
| clinical-reports Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research repor SkillInstall · skills CLI | 57,038 | — | ||
| literature-review Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for SkillInstall · skills CLI | 57,038 | — | ||
| mageck Analyzes pooled CRISPR screen FASTQ reads and guide-count matrices with MAGeCK, validates guide libraries and contrasts, measures replicate and librar SkillInstall · skills CLI | 57,038 | — | ||
| marine-carbonate-chemistry Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired tot SkillInstall · skills CLI | 57,038 | — | ||
| matchms Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral s SkillInstall · skills CLI | 57,038 | — | ||
| medchem Applies medicinal chemistry filters for compound triage, using drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChE SkillInstall · skills CLI | 57,038 | — | ||
| molecular-dynamics Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis. Sets up protein/small molecule systems, defines force fields, runs energy SkillInstall · skills CLI | 57,038 | — | ||
| molfeat Featurizes small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML. Covers ECFP/MACCS fingerprints, RDKit SkillInstall · skills CLI | 57,038 | — | ||
| neurokit2 Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment SkillInstall · skills CLI | 57,038 | — | ||
| neuropixels-analysis Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion SkillInstall · skills CLI | 57,038 | — | ||
| nmrglue Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regio SkillInstall · skills CLI | 57,038 | — | ||
| nwb-conversion Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks evidence- SkillInstall · skills CLI | 57,038 | — | ||
| onekgpd Queries the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a questi SkillInstall · skills CLI | 57,038 | — | ||
| nature-academic-search Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and e SkillInstall · skills CLI | 53,448 | — | ||
| nature-citation Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列 SkillInstall · skills CLI | 53,448 | — | ||
| nature-data Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 a SkillInstall · skills CLI | 53,448 | — | ||
| nature-downloader Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback SkillInstall · skills CLI | 53,448 | — | ||
| nature-literature-pipeline Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines SkillInstall · skills CLI | 53,448 | — | ||
| nature-paper-card Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. SkillInstall · skills CLI | 53,448 | — | ||
| nature-paper-xray Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文 SkillInstall · skills CLI | 53,448 | — | ||
| nature-reader Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked quest SkillInstall · skills CLI | 53,448 | — | ||
| nature-ref-verifier 对学术文献逐条执行多源交叉验证，逐字段对比作者、标题、年份、卷期、页码， 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题，输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表，也可单条校验，支持与 Zotero 同步修正。 SkillInstall · skills CLI | 53,448 | — | ||
| nature-social-science 社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性 SkillInstall · skills CLI | 53,448 | — | ||
| geofeed-tuner Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-p SkillInstall · skills CLI | 41,117 | — | ||
| globestudio Creates, edits and embeds dotted world maps and animated 3D globes with Globestudio (globestudio.app), a free open source studio with 21 looks. Use wh SkillInstall · skills CLI | 41,117 | — | ||
| legacy-circuit-mockups Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize ele SkillInstall · skills CLI | 41,117 | — | ||
| building-super-timelines-with-plaso Generate forensic super-timelines with Plaso's log2timeline.py, pinfo.py, psort.py, and psteal.py CLI tools (fusing file-system MACB, registry, EVTX, SkillInstall · skills CLI | 36,058 | — | ||
| gws-classroom Google Classroom: Manage classes, rosters, and coursework. SkillInstall · skills CLI | 32,292 | — | ||
| persona-researcher Organize research — manage references, notes, and collaboration. SkillInstall · skills CLI | 32,292 | — | ||
| deep-learning-book Use when studying or applying Goodfellow, Bengio and Courville's Deep Learning, or asking if its advice still holds. Indexes all 20 chapters with a 20 SkillInstall · skills CLI | 29,745 | — | ||
| novelty-check Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a rese SkillInstall · skills CLI | 19,137 | — | ||
| novelty-check Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verif SkillInstall · skills CLI | 19,137 | — | ||
| patent-novelty-check Assess patent novelty and non-obviousness against prior art. Use when user says \"专利查新\", \"patent novelty\", \"可专利性评估\", \"patentability check\", or SkillInstall · skills CLI | 19,137 | — | ||
| research-lit Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "wh SkillInstall · skills CLI | 19,137 | — | ||
| research-lit Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\ SkillInstall · skills CLI | 19,137 | — | ||
| research-refine Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review SkillInstall · skills CLI | 19,137 | — | ||
| research-review Get a deep critical review of research from a fresh Codex agent or a selected Gemini, Grok, or Claude Code reviewer. Use when user says \"review my re SkillInstall · skills CLI | 19,137 | — | ||
| benchmark-paper-template Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findi SkillInstall · skills CLI | 12,446 | — | ||
| deep-research Runs a deep, survey-grade literature investigation on a research topic: freezes research questions, searches from multiple adversarial perspectives, v SkillInstall · skills CLI | 12,446 | — | ||
| figure-designer Advises on the design of the three core figures in a technical paper: the Motivated Example (Figure 1), the Solution Overview (Methodology), and the E SkillInstall · skills CLI | 12,446 | — | ||
| idea-evaluator Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student- SkillInstall · skills CLI | 12,446 | — | ||
| intro-drafter Drafts the Introduction prose for a technical paper, guided internally by a six-paragraph flowchart: background and running example, existing limitati SkillInstall · skills CLI | 12,446 | — | ||
| paper-polish Polishes existing academic prose while preserving the author's meaning: grammar and flow repair, tone calibration against evidence strength, AI-tone r SkillInstall · skills CLI | 12,446 | — | ||
| paper-writer Drafts publishable paper prose from the author's own materials, from a single paragraph to a full manuscript, across STEM and non-STEM fields. Every f SkillInstall · skills CLI | 12,446 | — | ||
| pre-submission-reviewer Runs a pre-submission review of a technical paper across five dimensions: macro logic, writing details, English grammar, LaTeX formatting, and figure SkillInstall · skills CLI | 12,446 | — | ||
| rebuttal-guidance Provides actionable peer-review rebuttal guidance (not full rebuttal prose) using conditional persuasion P(Z|X,Y): match reviewer mindset X, recommend SkillInstall · skills CLI | 12,446 | — | ||
| tech-paper-template Structures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, SkillInstall · skills CLI | 12,446 | — | ||
| paper-analysis-assistant 其他高等院校教师与数据科学家在追踪前沿学术时，当需要深度解析arXiv论文，用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图，将数小时的文献阅读转化为多媒体内容，效率提升十倍！ SkillInstall · skills CLI | 9,516 | — | ||
| story-long-scan 长篇网文扫榜。分析起点、番茄、晋江、七猫等平台排行榜与新书数据，提炼市场趋势与热门题材。触发方式：/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」「扫七猫新书」。 SkillInstall · skills CLI | 8,571 | — | ||
| story-short-scan 短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据，捕捉风口题材。触发方式：/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。 SkillInstall · skills CLI | 8,571 | — | ||
| socratic-tutor Structured Socratic tutoring when the user explicitly asks to be taught, quizzed, or drilled to mastery on a topic: diagnostic placement, a skill map SkillInstall · skills CLI | 8,068 | — | ||
| acme-research Search and summarize material from the Acme research service. SkillInstall · skills CLI | 7,450 | — | ||
| astropy Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordin SkillInstall · skills CLI | 5,944 | — | ||
| citation-management Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, a SkillInstall · skills CLI | 5,944 | — | ||
| exploratory-data-analysis Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scient SkillInstall · skills CLI | 5,944 | — | ||
| literature-review Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill sh SkillInstall · skills CLI | 5,944 | — | ||
| matlab MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octav SkillInstall · skills CLI | 5,944 | — | ||
| matplotlib Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integ SkillInstall · skills CLI | 5,944 | — | ||
| networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structu SkillInstall · skills CLI | 5,944 | — | ||
| paper-lookup Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text), bioRxiv, medR SkillInstall · skills CLI | 5,944 | — | ||
| pymatgen Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, fo SkillInstall · skills CLI | 5,944 | — | ||
| pymoo Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design SkillInstall · skills CLI | 5,944 | — | ||
| qutip Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or ca SkillInstall · skills CLI | 5,944 | — | ||
| research-writing-skill Chinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and manuscript SkillInstall · skills CLI | 5,944 | — | ||
| scientific-toolkit-skill Research computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal processing, image SkillInstall · skills CLI | 5,944 | — | ||
| alphafold2 Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022, github.com/sokrypton/ColabFold; Al SkillInstall · skills CLI | 5,523 | — | ||
| boltz Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025, github.com/jwohlwend/boltz) SkillInstall · skills CLI | 5,523 | — | ||
| borzoi Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effe SkillInstall · skills CLI | 5,523 | — | ||
| chai1 Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidis SkillInstall · skills CLI | 5,523 | — | ||
| diffdock Predict small-molecule binding poses with DiffDock-L (Corso et al. 2023/2024, github.com/gcorso/DiffDock) — blind diffusion docking that places a liga SkillInstall · skills CLI | 5,523 | — | ||
| esmfold2 Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. 2026, github.com/Biohub/esm). Single-sequence and MSA modes; protein, DNA, RNA, li SkillInstall · skills CLI | 5,523 | — | ||
| evo2 Score, embed, and generate DNA sequences with Evo 2, a long-context genomic foundation model. Use this skill when: (1) Computing per-nucleotide or per SkillInstall · skills CLI | 5,523 | — | ||
| fair-esm2 Embed proteins with Meta AI's ESM-2 (`fair-esm` package). Use this skill when: (1) Extracting per-residue or per-sequence embeddings for downstream ML SkillInstall · skills CLI | 5,523 | — | ||
| indication-dossier Generate a therapeutic indication dossier. Covers the patient population, epidemiology, disease biology, standard of care, regulatory precedent, and l SkillInstall · skills CLI | 5,523 | — | ||
| ligandmpnn Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. 2023, github.com/dauparas/LigandMPNN). Reach fo SkillInstall · skills CLI | 5,523 | — | ||
| literature-review Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims SkillInstall · skills CLI | 5,523 | — | ||
| open-science-case-demo-video Author the existing video.json screenplay and JavaScript animation bodies for Open-Science Research film. The application provides the session snapsho SkillInstall · skills CLI | 5,523 | — | ||
| openfold3 Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when predicting prote SkillInstall · skills CLI | 5,523 | — | ||
| paper-narrative Judge and reshape the story told by an entire paper figure deck. Use when writing or revising a paper to derive a grounded brief from the manuscript a SkillInstall · skills CLI | 5,523 | — | ||
| proteinmpnn Inverse-fold a protein backbone (PDB structure) into amino-acid sequence with ProteinMPNN (Dauparas et al. 2022, github.com/dauparas/ProteinMPNN). Rea SkillInstall · skills CLI | 5,523 | — | ||
| solublempnn Inverse-fold a backbone with SolubleMPNN — ProteinMPNN retrained on a soluble-PDB subset (Dauparas et al. 2022) — for sequences biased toward cytosoli SkillInstall · skills CLI | 5,523 | — | ||
| a1 VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal questi SkillInstall · skills CLI | 5,013 | — | ||
| a2 VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, diff SkillInstall · skills CLI | 5,013 | — | ||
| a5 Agent A5 - Paradigm & Worldview Advisor - Philosophical foundations for research design. Covers ontology, epistemology, axiology, and methodology alig SkillInstall · skills CLI | 5,013 | — | ||
| abstract Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract. SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check ( SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-reviewer Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-verify Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output SkillInstall · skills CLI | 5,013 | — | ||
| academic-writing Activate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introductions, data/methods/identification SkillInstall · skills CLI | 5,013 | — | ||
| Answering Research Questions Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize SkillInstall · skills CLI | 5,013 | — | ||
| asymptotic-theory M-estimation, influence functions, and semiparametric efficiency theory for causal inference SkillInstall · skills CLI | 5,013 | — | ||
| b1 VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and SkillInstall · skills CLI | 5,013 | — | ||
| b2 VS-Enhanced Evidence Quality Appraiser - Prevents Mode Collapse with context-adaptive quality assessment Enhanced VS 3-Phase process: Avoids automatic SkillInstall · skills CLI | 5,013 | — | ||
| bayesian-workflow Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT c SkillInstall · skills CLI | 5,013 | — | ||
| bib-check Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations. SkillInstall · skills CLI | 5,013 | — | ||
| Building Paper Screening Rubrics Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback SkillInstall · skills CLI | 5,013 | — | ||
| c1 VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes contex SkillInstall · skills CLI | 5,013 | — | ||
| c2 VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes cont SkillInstall · skills CLI | 5,013 | — | ||
| c3 Agent C3 - Mixed Methods Design Consultant Comprehensive mixed methods research design specialist covering sequential, concurrent, embedded, and multi SkillInstall · skills CLI | 5,013 | — | ||
| c5 Meta-Analysis Master with Data Integrity, Effect Size, Error Prevention & Sensitivity Multi-gate validation and workflow orchestration for meta-analys SkillInstall · skills CLI | 5,013 | — | ||
| causal-inference Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, de SkillInstall · skills CLI | 5,013 | — | ||
| Checking ChEMBL for Structured SAR Data Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data SkillInstall · skills CLI | 5,013 | — | ||
| cite Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. Use when adding a reference. SkillInstall · skills CLI | 5,013 | — | ||
| Cleaning Up Research Sessions Safely remove intermediate files from completed research sessions while preserving important data SkillInstall · skills CLI | 5,013 | — | ||
| cross-disciplinary-ideation Field connection mapping and systematic ideation for method transfer SkillInstall · skills CLI | 5,013 | — | ||
| d2 Agent D2 - Data Collection Specialist - Interviews, Focus Groups & Observation. Covers protocol development, question design, probing strategies, tran SkillInstall · skills CLI | 5,013 | — | ||
| d4 Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliabil SkillInstall · skills CLI | 5,013 | — | ||
| deep-research Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, SkillInstall · skills CLI | 5,013 | — | ||
| devils-advocate Challenge research design decisions, assumptions, and methodology choices with specific critical questions. Helps strengthen the paper before submissi SkillInstall · skills CLI | 5,013 | — | ||
| devils-advocate Challenge a slide deck design with 5-7 specific pedagogical questions. Checks ordering, prerequisites, gaps, alternatives, notation conflicts, cogniti SkillInstall · skills CLI | 5,013 | — | ||
| econ-abstract-writing Guide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structur SkillInstall · skills CLI | 5,013 | — | ||
| econ-intro-writing Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or stru SkillInstall · skills CLI | 5,013 | — | ||
| Evaluating Paper Relevance Two-stage paper screening - abstract scoring then deep dive for specific data extraction SkillInstall · skills CLI | 5,013 | — | ||
| event-study Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differen SkillInstall · skills CLI | 5,013 | — | ||
| Finding Open Access Papers Use Unpaywall API to find free full-text versions of paywalled papers SkillInstall · skills CLI | 5,013 | — | ||
| fletcher Defamiliarization audit for empirical output. Systematically interrogates every feature of a figure, table, or set of results — not just the main find SkillInstall · skills CLI | 5,013 | — | ||
| Getting Started with Research Superpowers Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal SkillInstall · skills CLI | 5,013 | — | ||
| hypothesis-generation Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses wit SkillInstall · skills CLI | 5,013 | — | ||
| hypothesis-generation Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms SkillInstall · skills CLI | 5,013 | — | ||
| identification-theory DAG and potential outcomes frameworks for causal mediation identification SkillInstall · skills CLI | 5,013 | — | ||
| interview-me Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy. SkillInstall · skills CLI | 5,013 | — | ||
| latex-document Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover lett SkillInstall · skills CLI | 5,013 | — | ||
| lit-review Structured literature search and synthesis with citation extraction and gap identification. SkillInstall · skills CLI | 5,013 | — | ||
| lit-review-assistant Search, summarize, and synthesize economics literature SkillInstall · skills CLI | 5,013 | — | ||
| literature-gap-finder Method×Setting matrices and systematic gap identification SkillInstall · skills CLI | 5,013 | — | ||
| mathematical-foundations Core mathematical concepts and theoretical frameworks for statistics SkillInstall · skills CLI | 5,013 | — | ||
| mediation-meta-analyst Meta-analysis frameworks and methods for mediation studies SkillInstall · skills CLI | 5,013 | — | ||
| method-transfer-engine Six-phase protocol for adapting methods across research domains SkillInstall · skills CLI | 5,013 | — | ||
| methods-communicator Effective communication strategies for statistical methods SkillInstall · skills CLI | 5,013 | — | ||
| methods-paper-writer JASA/Biometrika manuscript structure with VanderWeele notation standards SkillInstall · skills CLI | 5,013 | — | ||
| ml-paper-writing Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from researc SkillInstall · skills CLI | 5,013 | — | ||
| paper-summary Writes expert academic paper summaries for social science research, particularly political science and applied statistics. Use when asked to summarize SkillInstall · skills CLI | 5,013 | — | ||
| peer-review Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscri SkillInstall · skills CLI | 5,013 | — | ||
| proof-architect Structured methodology for constructing and verifying mathematical proofs in statistical research SkillInstall · skills CLI | 5,013 | — | ||
| publication-strategist Strategic publication planning and venue selection for research SkillInstall · skills CLI | 5,013 | — | ||
| python-panel-data Panel data analysis with Python using linearmodels and pandas. SkillInstall · skills CLI | 5,013 | — | ||
| r-econometrics Run IV, DiD, and RDD analyses in R with proper diagnostics SkillInstall · skills CLI | 5,013 | — | ||
| redistricting-analysis Redistricting analysis in R using the redistverse ecosystem. Use whenever the user is working with redist, redistmetrics, ggredist, geomander, adj, al SkillInstall · skills CLI | 5,013 | — | ||
| replicate-paper Run a full 6-phase autonomous replication of a biomedical/epidemiology paper against UK Biobank or similar cohort data, producing Python and R scripts SkillInstall · skills CLI | 5,013 | — | ||
| research-grants Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broad SkillInstall · skills CLI | 5,013 | — | ||
| research-grants Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, s SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate research questions from economic phenomena SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset. SkillInstall · skills CLI | 5,013 | — | ||
| research-proposal Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate researc SkillInstall · skills CLI | 5,013 | — | ||
| review-paper Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections SkillInstall · skills CLI | 5,013 | — | ||
| review-paper Comprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential SkillInstall · skills CLI | 5,013 | — | ||
| scholar-evaluation Apply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor, significance, and clarity). Use t SkillInstall · skills CLI | 5,013 | — | ||
| scientific-critical-thinking Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), f SkillInstall · skills CLI | 5,013 | — | ||
| scientific-writing Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with ( SkillInstall · skills CLI | 5,013 | — | ||
| scientific-writing Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) c SkillInstall · skills CLI | 5,013 | — | ||
| Searching Scientific Literature PubMed search with keyword optimization, result parsing, and metadata extraction SkillInstall · skills CLI | 5,013 | — | ||
| sensitivity-analyst Sensitivity analysis frameworks and assumption-testing methods SkillInstall · skills CLI | 5,013 | — | ||
| stat-writing End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer r SkillInstall · skills CLI | 5,013 | — | ||
| Subagent-Driven Literature Review Use parallel subagents for large-scale paper screening and deep dive analysis SkillInstall · skills CLI | 5,013 | — | ||
| Traversing Citation Networks Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-reviewer Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor Revision recommendation SkillInstall · skills CLI | 4,708 | — | ||
| skill-algorithm-updates 追踪抖音、小红书、B站、微博、知乎、视频号和今日头条的算法、推荐分发、审核与变现规则变化，并分析对创作者的影响。 当用户说“算法/推荐机制变了吗、流量规则更新、为什么流量下降、平台规则变化”时使用。 内容热点用 skill-trending-topics；泛行业资讯用 skill-news-inte SkillInstall · skills CLI | 4,658 | — | ||
| book-study Reading coach: guides users through books systematically with knowledge compilation, mastery testing, spaced repetition, and knowledge querying. Use w SkillInstall · skills CLI | 3,982 | — | ||
| sigma Personalized 1-on-1 AI tutor using Bloom's 2-Sigma mastery learning. Guides users through any topic with Socratic questioning, adaptive pacing, and ri SkillInstall · skills CLI | 3,982 | — | ||
| edgartools Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income s SkillInstall · skills CLI | 3,816 | — | ||
| etetoolkit Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/S SkillInstall · skills CLI | 3,816 | — | ||
| fda-database Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory SkillInstall · skills CLI | 3,816 | — | ||
| geo-database Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for tr SkillInstall · skills CLI | 3,816 | — | ||
| geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific doma SkillInstall · skills CLI | 3,816 | — | ||
| gtars High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks SkillInstall · skills CLI | 3,816 | — | ||
| histolab Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E image SkillInstall · skills CLI | 3,816 | — | ||
| neuropixels-analysis Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IB SkillInstall · skills CLI | 3,816 | — | ||
| openalex-database Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research t SkillInstall · skills CLI | 3,816 | — | ||
| paper-2-web Use when converting academic papers into dissemination assets such as Paper2Web websites, Paper2Video video abstracts, or Paper2Poster conference post SkillInstall · skills CLI | 3,816 | — | ||
| pubmed-database Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer SkillInstall · skills CLI | 3,816 | — | ||
| pyhealth Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when SkillInstall · skills CLI | 3,816 | — | ||
| pyopenms Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, SkillInstall · skills CLI | 3,816 | — | ||
| rdkit Core cheminformatics toolkit for SMILES/SDF/InChI parsing, descriptors (MW, LogP, TPSA), fingerprints, ECFP/Morgan fingerprints, substructure search, SkillInstall · skills CLI | 3,816 | — | ||
| rowan Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimizatio SkillInstall · skills CLI | 3,816 | — | ||
| scanpy Single-cell RNA-seq and retained scverse workflow owner. Load .h5ad/10X data, manage AnnData metadata, plan scVI/scANVI batch-correction workflows, QC SkillInstall · skills CLI | 3,816 | — | ||
| scholar-evaluation Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including p SkillInstall · skills CLI | 3,816 | — | ||
| scholarly-publishing Use when planning an end-to-end scholarly publishing workflow, including manuscript source-of-truth, submission assets, revision/rebuttal files, camer SkillInstall · skills CLI | 3,816 | — | ||
| scientific-brainstorming Open-ended scientific ideation partner. Use for research gaps, mechanism exploration, interdisciplinary connections, assumptions, possible research di SkillInstall · skills CLI | 3,816 | — | ||
| scientific-critical-thinking Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence SkillInstall · skills CLI | 3,816 | — | ||
| event-research-follow-up Research business events, organize photo leads and attendee rosters, qualify companies with evidence, and prepare or execute explicitly approved event SkillInstall · skills CLI | 3,812 | — | ||
| company-research Company discovery and deep research skill. Researches a company's product and ICP, discovers target companies to sell to using Browserbase Search API, SkillInstall · skills CLI | 3,757 | — | ||
| competitor-analysis Competitor research and intelligence skill. Takes a user's company (with optional seed competitor URLs), auto-discovers additional competitors via Bro SkillInstall · skills CLI | 3,757 | — | ||
| event-prospecting Event prospecting skill. Takes a conference / event speakers URL, extracts the people, filters their companies against the user's ICP, then deep-resea SkillInstall · skills CLI | 3,757 | — | ||
| competitor-research Research competitor products, launch history, and acquisition evidence from public sources or supplied materials. Use when evaluating growth claims, c SkillInstall · skills CLI | 3,742 | — | ||
| dating-profile-coach Review and improve a dating profile on Tinder, Hinge or Bumble — rank the user''s photos and pick the lead photo, check them against the app''s offici SkillInstall · skills CLI | 3,742 | — | ||
| dsh-deepread 精读一本书或一篇文章：提取核心观点、论证结构与关键论据。当用户要求「精读/分析这篇文章」「提取核心观点」「梳理论证逻辑」「做知识地图」「用费曼读书法读书」时使用本技能。五种模式：quick 快速要点 / deep 深度精读 / map 知识地图 / feynman 费曼读书法 / book 全书精读 SkillInstall · skills CLI | 3,742 | — | ||
| amap Places, routes, travel times, distances and weather in China through the 高德地图 (Amap) MCP server. Use when the user asks how far, how long, how to get SkillInstall · skills CLI | 3,457 | — | ||
| kuaidi100 Where a parcel is, when it will arrive and what a shipment would cost, through the 快递100 MCP server: any Chinese courier (顺丰, 京东, 中通, 圆通, 韵达, 邮政 and m SkillInstall · skills CLI | 3,457 | — | ||
| train-tickets Trains in China through the 12306 MCP server: routes, dates, options, connections and stops with no screen; booking only on the user's word, in the 12 SkillInstall · skills CLI | 3,457 | — | ||
| azure-maps-search-dotnet Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions SkillInstall · skills CLI | 3,201 | — | ||
| ai-analyzer AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。 SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-motif-deviation Analyze transcription factor motif accessibility variability using chromVAR. Use when identifying which TF motifs show variable accessibility across s SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-nucleosome-positioning Extract nucleosome positions from ATAC-seq data using NucleoATAC, ATACseqQC, and fragment analysis. Use when analyzing chromatin organization, identif SkillInstall · skills CLI | 3,107 | — | ||
| bio-basecalling Convert raw Nanopore signal data (FAST5/POD5) to nucleotide sequences using Dorado basecaller. Covers model selection, GPU acceleration, modified base SkillInstall · skills CLI | 3,107 | — | ||
| bio-batch-processing Process multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or automating file operations SkillInstall · skills CLI | 3,107 | — | ||
| bio-causal-genomics-colocalization-analysis Test whether two traits share a causal variant at a genomic locus using Bayesian colocalization with coloc. Computes posterior probabilities for share SkillInstall · skills CLI | 3,107 | — | ||
| bio-causal-genomics-fine-mapping Identify likely causal variants within GWAS loci using SuSiE for sum of single effects regression and FINEMAP for shotgun stochastic search. Computes SkillInstall · skills CLI | 3,107 | — | ||
| bio-causal-genomics-mediation-analysis Decompose genetic effects into direct and indirect paths through mediating variables using the mediation R package. Tests whether gene expression, met SkillInstall · skills CLI | 3,107 | — | ||
| bio-causal-genomics-mendelian-randomization Estimate causal effects between exposures and outcomes using genetic variants as instrumental variables with TwoSampleMR. Implements IVW, MR-Egger, we SkillInstall · skills CLI | 3,107 | — | ||
| bio-causal-genomics-pleiotropy-detection Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directio SkillInstall · skills CLI | 3,107 | — | ||
| bio-cfdna-preprocessing Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate removal using SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-differential-binding Differential binding analysis using DiffBind. Compare ChIP-seq peaks between conditions with statistical rigor. Requires replicate samples. Outputs di SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-motif-analysis De novo motif discovery and known motif enrichment analysis using HOMER and MEME-ChIP. Identify transcription factor binding motifs in ChIP-seq, ATAC- SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-peak-annotation Annotate ChIP-seq peaks to genomic features and genes using ChIPseeker. Assign peaks to promoters, exons, introns, and intergenic regions. Find neares SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-peak-calling ChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input con SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-qc ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irrep SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-super-enhancers Identifies super-enhancers from H3K27ac ChIP-seq data using ROSE and related tools. Use when studying cell identity genes, cancer-associated regulator SkillInstall · skills CLI | 3,107 | — | ||
| bio-chipseq-visualization Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks. Visualize signal around peak SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-clinvar-lookup Query ClinVar for variant pathogenicity classifications, review status, and disease associations via REST API or local VCF. Use when determining clini SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-dbsnp-queries Query dbSNP for rsID lookups, variant annotations, and cross-references to other databases. Use when mapping between rsIDs and genomic coordinates or SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-gnomad-frequencies Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-hla-typing Call HLA alleles from NGS data using OptiType, HLA-HD, or arcasHLA for immunogenomics applications. Use when determining HLA genotype for transplant m SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-myvariant-queries Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use wh SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-pharmacogenomics Query PharmGKB and CPIC for drug-gene interactions, pharmacogenomic annotations, and dosing guidelines. Use when predicting drug response from genetic SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-polygenic-risk Calculate polygenic risk scores using PRSice-2, LDpred2, or PRS-CS from GWAS summary statistics. Use when predicting disease risk from genome-wide gen SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-somatic-signatures Extract and analyze mutational signatures from somatic variants using SigProfiler or MutationalPatterns to characterize mutagenic processes. Use when SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-tumor-mutational-burden Calculate tumor mutational burden from panel or WES data with proper normalization and clinical thresholds. Use when assessing immunotherapy eligibili SkillInstall · skills CLI | 3,107 | — | ||
| bio-clinical-databases-variant-prioritization Filter and prioritize variants by pathogenicity, population frequency, and clinical evidence for rare disease analysis. Use when identifying candidate SkillInstall · skills CLI | 3,107 | — | ||
| bio-copy-number-cnv-annotation Annotate CNVs with genes, pathways, and clinical significance. Use when interpreting CNV calls or identifying affected genes from copy number analysis SkillInstall · skills CLI | 3,107 | — | ||
| bio-copy-number-cnvkit-analysis Detect copy number variants from targeted/exome sequencing using CNVkit. Supports tumor-normal pairs, tumor-only, and germline CNV calling. Use when d SkillInstall · skills CLI | 3,107 | — | ||
| bio-copy-number-gatk-cnv Call copy number variants using GATK best practices workflow. Supports both somatic (tumor-normal) and germline CNV detection from WGS or WES data. Us SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-base-editing-analysis Analyzes base editing and prime editing outcomes including editing efficiency, bystander edits, and indel frequencies. Use when quantifying CRISPR bas SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-batch-correction Batch effect correction for CRISPR screens. Covers normalization across batches, technical replicate handling, and batch-aware analysis. Use when comb SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-crispresso-editing CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports. Use when analy SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-hit-calling Statistical methods for calling hits in CRISPR screens. Covers MAGeCK, BAGEL2, drugZ, and custom approaches for identifying essential and resistance g SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-jacks-analysis JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality. Use when analyzing multiple CRISPR screens s SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-library-design CRISPR library design for genetic screens. Covers sgRNA selection, library composition, control design, and oligo ordering. Use when designing custom SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-mageck-analysis MAGeCK (Model-based Analysis of Genome-wide CRISPR-Cas9 Knockout) for pooled CRISPR screen analysis. Covers count normalization, gene ranking, and pat SkillInstall · skills CLI | 3,107 | — | ||
| bio-crispr-screens-screen-qc Quality control for pooled CRISPR screens. Covers library representation, read distribution, replicate correlation, and essential gene recovery. Use w SkillInstall · skills CLI | 3,107 | — | ||
| bio-ctdna-mutation-detection Detects somatic mutations in circulating tumor DNA using variant callers optimized for low allele fractions with UMI-based error suppression. Reliably SkillInstall · skills CLI | 3,107 | — | ||
| bio-epidemiological-genomics-amr-surveillance Detect and track antimicrobial resistance genes using AMRFinderPlus and ResFinder with epidemiological context. Monitor resistance trends and identify SkillInstall · skills CLI | 3,107 | — | ||
| bio-epidemiological-genomics-pathogen-typing Perform multi-locus sequence typing (MLST), core genome MLST, and SNP-based strain typing for bacterial isolate characterization using mlst and chewBB SkillInstall · skills CLI | 3,107 | — | ||
| bio-epidemiological-genomics-phylodynamics Construct time-scaled phylogenies and infer evolutionary dynamics using TreeTime and BEAST2 for outbreak analysis. Estimate divergence times, molecula SkillInstall · skills CLI | 3,107 | — | ||
| bio-epidemiological-genomics-transmission-inference Infer pathogen transmission networks and identify likely transmission pairs using TransPhylo and outbreak reconstruction algorithms. Estimate who-infe SkillInstall · skills CLI | 3,107 | — | ||
| bio-epidemiological-genomics-variant-surveillance Assign pathogen lineages and track variants using Nextclade and pangolin for viral surveillance. Monitor variant prevalence and identify emerging vari SkillInstall · skills CLI | 3,107 | — | ||
| bio-fastq-quality Work with FASTQ quality scores using Biopython. Use when analyzing read quality, filtering by quality, trimming low-quality bases, or generating quali SkillInstall · skills CLI | 3,107 | — | ||
| bio-filter-sequences Filter and select sequences by criteria (length, ID, GC content, patterns) using Biopython. Use when subsetting sequences, removing unwanted records, SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-bead-normalization Bead-based normalization for CyTOF and high-parameter flow cytometry. Covers EQ bead normalization, signal drift correction, and batch normalization. SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-clustering-phenotyping Unsupervised clustering and cell type identification for flow/mass cytometry. Covers FlowSOM, Phenograph, and CATALYST workflows. Use when discovering SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-compensation-transformation Spillover compensation and data transformation for flow cytometry. Covers compensation matrix calculation, application, and biexponential/arcsinh tran SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-cytometry-qc Comprehensive quality control for flow cytometry and CyTOF data. Covers flow rate stability, signal drift, margin events, dead cell exclusion, and bat SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-differential-analysis Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods. Use when testing SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-doublet-detection Detect and remove doublets from flow and mass cytometry data. Covers FSC/SSC gating and computational doublet detection methods. Use when filtering ou SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-fcs-handling Read and manipulate Flow Cytometry Standard (FCS) files. Covers loading data, accessing parameters, and basic data exploration. Use when loading and i SkillInstall · skills CLI | 3,107 | — | ||
| bio-flow-cytometry-gating-analysis Manual and automated gating for defining cell populations in flow cytometry. Covers rectangular, polygon, and data-driven gates. Use when identifying SkillInstall · skills CLI | 3,107 | — | ||
| bio-format-conversion Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for di SkillInstall · skills CLI | 3,107 | — | ||
| bio-fragment-analysis Analyzes cfDNA fragment size distributions and fragmentomics features using FinaleToolkit or Griffin. Extracts nucleosome positioning patterns, fragme SkillInstall · skills CLI | 3,107 | — | ||
| bio-gatk-variant-calling Variant calling with GATK HaplotypeCaller following best practices. Covers germline SNP/indel calling, GVCF workflow for cohorts, joint genotyping, an SkillInstall · skills CLI | 3,107 | — | ||
| bio-genome-engineering-base-editing-design Design guides for cytosine and adenine base editing using editing window optimization and BE-Hive outcome prediction. Select optimal positions for C-t SkillInstall · skills CLI | 3,107 | — | ||
| bio-genome-engineering-grna-design Design guide RNAs for CRISPR-Cas9/Cas12a experiments using CRISPRscan and local scoring algorithms. Score guides for on-target activity using Rule Set SkillInstall · skills CLI | 3,107 | — | ||
| bio-genome-engineering-hdr-template-design Design homology-directed repair donor templates for CRISPR knock-ins using primer3-py. Create ssODN, dsDNA, or plasmid templates with optimized homolo SkillInstall · skills CLI | 3,107 | — | ||
| bio-genome-engineering-off-target-prediction Predict CRISPR off-target sites using Cas-OFFinder and CFD scoring algorithms. Identify potential unintended cleavage sites genome-wide and assess gui SkillInstall · skills CLI | 3,107 | — | ||
| bio-genome-engineering-prime-editing-design Design pegRNAs for prime editing using PrimeDesign algorithms. Generate spacer, PBS, and RT template sequences for precise genomic modifications witho SkillInstall · skills CLI | 3,107 | — | ||
| bio-hi-c-analysis-compartment-analysis Detect A/B compartments from Hi-C data using cooltools and eigenvector decomposition. Identify active (A) and inactive (B) chromatin compartments from SkillInstall · skills CLI | 3,107 | — | ||
| bio-hi-c-analysis-contact-pairs Process Hi-C read pairs using pairtools. Parse alignments, filter duplicates, classify pairs, and generate contact statistics from Hi-C sequencing dat SkillInstall · skills CLI | 3,107 | — | ||
| bio-hi-c-analysis-hic-data-io Load, convert, and manipulate Hi-C contact matrices using cooler format. Read .cool/.mcool files, convert from .hic format, access matrix data, and ex SkillInstall · skills CLI | 3,107 | — | ||
| paper-search Academic paper search via Google Scholar using Serper API SkillInstall · skills CLI | 2,988 | — | ||
| research Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings a SkillInstall · skills CLI | 2,988 | — | ||
| survey-generator Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a SkillInstall · skills CLI | 2,955 | — | ||
| wiki-research-loop Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a SkillInstall · skills CLI | 2,955 | — | ||
| weather-assistant Retrieves current weather conditions and forecasts for any location worldwide SkillInstall · skills CLI | 2,725 | — | ||
| mom-test Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in the past, and talk less. Use whe SkillInstall · skills CLI | 2,684 | — | ||
| clinical-decision-support Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance SkillInstall · skills CLI | 2,573 | — | ||
| clinical-reports Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports SkillInstall · skills CLI | 2,573 | — | ||
| hypothesis-generation Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, SkillInstall · skills CLI | 2,573 | — | ||
| latex-posters Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and SkillInstall · skills CLI | 2,573 | — | ||
| peer-review Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, SkillInstall · skills CLI | 2,573 | — | ||
| pptx-posters Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested de SkillInstall · skills CLI | 2,573 | — | ||
| research-lookup Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, SkillInstall · skills CLI | 2,573 | — | ||
| scholar-evaluation Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional l SkillInstall · skills CLI | 2,573 | — | ||
| scientific-schematics Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Only SkillInstall · skills CLI | 2,573 | — | ||
| ex-ussr-kinship-research Исследует родственные связи и семейную историю по персональным данным и документам с фокусом на бывший СССР, СССР и Российскую империю. Использовать д SkillInstall · skills CLI | 2,401 | — | ||
| nihaisha Use this skill when the user asks about Ni Haisha / 倪海厦 TCM course material, especially Shang Han Lun / 伤寒论, Jingui / 金匮要略, Zhongjing Xinfa / 仲景心法, cl SkillInstall · skills CLI | 2,249 | — | ||
| academic-deep-research Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle researc SkillInstall · skills CLI | 2,188 | — | ||
| academic-research-hub Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers in SkillInstall · skills CLI | 2,188 | — | ||
| aclawdemy The academic research platform for AI agents. Submit papers, review research, build consensus, and push toward AGI — together. SkillInstall · skills CLI | 2,188 | — | ||
| addiction-self-assessment Substance use and behavioral addiction self-assessment and harm reduction guidance. Use when someone suspects their drinking or substance use has beco SkillInstall · skills CLI | 2,188 | — | ||
| adme-property-predictor Predict ADME (Absorption, Distribution, Metabolism, Excretion) properties for drug candidates using cheminformatics models and molecular descriptors. SkillInstall · skills CLI | 2,188 | — | ||
| afrexai-career-accelerator Complete career acceleration system — from self-assessment to offer negotiation. Covers career strategy, job search operations, resume/CV optimization SkillInstall · skills CLI | 2,188 | — | ||
| afrexai-personal-finance Complete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth tracking, and financial independence planning. Use w SkillInstall · skills CLI | 2,188 | — | ||
| anatomy-quiz-master Generate interactive anatomy quizzes for medical education with multiple question types, difficulty levels, and anatomical regions. Supports gross ana SkillInstall · skills CLI | 2,188 | — | ||
| anki-card-creator Convert medical textbook content, lecture notes, and study materials into Anki flashcards using spaced repetition optimization. Supports multiple card SkillInstall · skills CLI | 2,188 | — | ||
| earth2037-game OpenClaw-based SLG game. Multiplayer, real-time commands, planning. Battle with other lobsters, build alliances. Use when user says "2037" or "earth20 SkillInstall · skills CLI | 2,188 | — | ||
| research-paper-integrity Standards and audits for writing academic papers, especially ML/NLP submissions to NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL. Covers the author's house p SkillInstall · skills CLI | 2,125 | — | ||
| active-comparator-single-soc-faers-safety-comparison Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using SkillInstall · skills CLI | 2,052 | — | ||
| aim-and-hypothesis-designer Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loos SkillInstall · skills CLI | 2,052 | — | ||
| animal-and-cell-validation-planner Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally SkillInstall · skills CLI | 2,052 | — | ||
| bianque Evidence-based medical knowledge and research mentor grounded in the Bian Que tradition. Covers clinical reasoning, diagnostic thinking (望闻问切), pharma SkillInstall · skills CLI | 2,052 | — | ||
| bidirectional-multi-phenotype-mr-research-planner Generates complete bidirectional multi-phenotype Mendelian randomization research designs from a user-provided exposure family and outcome family. Alw SkillInstall · skills CLI | 2,052 | — | ||
| bulk-omics-integrative-planner Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direc SkillInstall · skills CLI | 2,052 | — | ||
| case-control-study-planner Design a structured case-control study framework with explicit source population logic, control selection rules, matching decisions, exposure measurem SkillInstall · skills CLI | 2,052 | — | ||
| clinical-cohort-protocol-designer Designs retrospective or prospective clinical cohort study protocols for biomedical and clinical research. Always use this skill when the user needs a SkillInstall · skills CLI | 2,052 | — | ||
| comorbidity-common-immune-biomarker-research-planner Generates complete comorbidity-oriented shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction. U SkillInstall · skills CLI | 2,052 | — | ||
| comparative-network-toxicology-shared-mechanism-reference-grounded Generates complete comparative network-toxicology research designs from a user-provided exposure pair, shared toxic phenotype, and validation directio SkillInstall · skills CLI | 2,052 | — | ||
| confounder-and-bias-control-planner Plans confounder control, variable adjustment logic, and bias mitigation strategies at the protocol stage for clinical, epidemiologic, translational, SkillInstall · skills CLI | 2,052 | — | ||
| conventional-non-oncology-hub-gene-research-planner Generates complete conventional non-oncology bioinformatics research designs from a user-provided disease context, process-related gene family or biol SkillInstall · skills CLI | 2,052 | — | ||
| conventional-oncology-hub-gene-research-planner Generates complete conventional oncology bulk-transcriptome biomarker and hub-gene research designs from a user-provided cancer type and study directi SkillInstall · skills CLI | 2,052 | — | ||
| cross-disease-shared-biomarker-network-research-planner Generates complete cross-disease shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction. Always u SkillInstall · skills CLI | 2,052 | — | ||
| drug-repurposing-study-planner Design evidence-discovery and validation workflows for drug repurposing studies by integrating disease mechanisms, drug-target logic, expression rever SkillInstall · skills CLI | 2,052 | — | ||
| dual-disease-shared-transcriptome-biomarker-research-planner Generates complete dual-disease shared-transcriptome biomarker and hub-gene research designs from a user-provided disease pair and shared-biology dire SkillInstall · skills CLI | 2,052 | — | ||
| endpoint-definition-designer Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols. Always use this skill when a user needs to trans SkillInstall · skills CLI | 2,052 | — | ||
| faers-pharmacovigilance-disproportionality-research-planner Generates complete FAERS-style pharmacovigilance disproportionality research designs from a user-provided drug class, comparator strategy, adverse-eve SkillInstall · skills CLI | 2,052 | — | ||
| feasibility-aware-study-planner Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, data access, lab capacity, team ski SkillInstall · skills CLI | 2,052 | — | ||
| generic-phenotype-scoring-research-planner Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signatu SkillInstall · skills CLI | 2,052 | — | ||
| inclusion-exclusion-criteria-builder Builds clear, executable, and auditable inclusion and exclusion criteria for biomedical and clinical research protocols. Always use this skill when a SkillInstall · skills CLI | 2,052 | — | ||
| mechanism-to-validation-planner Extends a mechanistic or association-level biomedical finding into a staged validation pathway that moves from descriptive evidence toward stronger fu SkillInstall · skills CLI | 2,052 | — | ||
| medical-research-algorithm-matcher Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algori SkillInstall · skills CLI | 2,052 | — | ||
| medical-research-gap-to-study-planner Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has on SkillInstall · skills CLI | 2,052 | — | ||
| mendel Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patt SkillInstall · skills CLI | 2,052 | — | ||
| mendelian-randomization-protocol-designer Generates complete Mendelian randomization study designs from a user-provided exposure and outcome direction. Always use this skill whenever a user wa SkillInstall · skills CLI | 2,052 | — | ||
| mr-scrna-research-planner Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq) research designs from a user-provided direction. Always use this SkillInstall · skills CLI | 2,052 | — | ||
| multi-omics-clinical-integration-planner Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical direction. Always use this ski SkillInstall · skills CLI | 2,052 | — | ||
| nhanes-clinical-retrospective-biomarker-research-planner Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and bio SkillInstall · skills CLI | 2,052 | — | ||
| non-tumor-mechanism-guided-diagnostic-ml-research-planner Generates complete conventional non-oncology diagnostic machine-learning research designs from a user-provided disease context, optional mechanism the SkillInstall · skills CLI | 2,052 | — | ||
| pcd-immune-oncology-research-planner Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease SkillInstall · skills CLI | 2,052 | — | ||
| primary-plan-recommender Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alter SkillInstall · skills CLI | 2,052 | — | ||
| process-related-diagnostic-biomarker-nomogram-research-planner Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway t SkillInstall · skills CLI | 2,052 | — | ||
| prognostic-biomarker-protocol-designer Designs discovery, modeling, and validation workflows for prognostic biomarkers in biomedical and clinical research. Always use this skill when the us SkillInstall · skills CLI | 2,052 | — | ||
| qtl-colocalization-study-planner Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci. Always use this skill whenever a us SkillInstall · skills CLI | 2,052 | — | ||
| real-world-evidence-study-designer Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time zero, eligibility windows, exposure SkillInstall · skills CLI | 2,052 | — | ||
| sample-size-and-power-planning-assistant Plans sample size estimation logic, power assumptions, feasibility checks, and fallback enrollment strategies for clinical and translational study pro SkillInstall · skills CLI | 2,052 | — | ||
| single-cell-research-planner Designs complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, o SkillInstall · skills CLI | 2,052 | — | ||
| single-compound-network-toxicology-disease-link-reference-grounded Generates complete single-compound network-toxicology research designs from one exposure, one disease or toxic phenotype, and a validation direction. SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-adverse-effect-hub-first-network-pharmacology Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and d SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-adverse-effect-pathway-anchored-network-pharmacology Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and d SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-faers-safety-profile-research-planner Generates complete FAERS pharmacovigilance study designs for one-drug whole-profile safety mapping using signal detection, subgroup analysis, onset/se SkillInstall · skills CLI | 2,052 | — | ||
| single-gene-oncology-reference-grounded-research-planner Generates complete conventional single-gene oncology research designs from a user-provided cancer context, target gene, and validation direction. Use SkillInstall · skills CLI | 2,052 | — | ||
| study-design-identifier Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers a SkillInstall · skills CLI | 2,052 | — | ||
| study-objective-refiner Refines broad, vague, or aspirational biomedical research objectives into clear, bounded, measurable, executable, and downstream-ready study objective SkillInstall · skills CLI | 2,052 | — | ||
| topic-evidence-mapper Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence dens SkillInstall · skills CLI | 2,052 | — | ||
| translational-study-blueprint Designs a translational blueprint for moving a biomedical finding toward diagnosis, prognosis, treatment response prediction, patient stratification, SkillInstall · skills CLI | 2,052 | — | ||
| treatment-response-predictor-planner Designs studies for predicting treatment response or resistance in biomedical and clinical research. Always use this skill when the user needs a treat SkillInstall · skills CLI | 2,052 | — | ||
| tumor-immune-infiltration-diagnostic-ml-research-planner Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided SkillInstall · skills CLI | 2,052 | — | ||
| unmet-clinical-need-extractor Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. Use this skill when a user wants SkillInstall · skills CLI | 2,052 | — | ||
| tutorial-engineer Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on exam SkillInstall · skills CLI | 2,003 | — | ||
| research Online research for a macOS app before building it, run as parallel researcher subagents, saved to docs/research/. Use when the user asks what to buil SkillInstall · skills CLI | 1,796 | — | ||
| zhengxi-views 郑希观点库——基于易方达基金经理郑希 2012–2026 年全部公开观点原文语料，外加从语料蒸馏、有本人原话佐证的郑希投资方法的可溯源 research skill。能做： (1) 溯源问答——他怎么看 AI算力/光通信/新能源/半导体/ROE 等，引用其原话作答； (2) 讲解他的投资方法/框架/ SkillInstall · skills CLI | 1,779 | — | ||
| bazi 四柱八字专业排盘与解盘技能。当用户提到八字、四柱、天干地支、日主、十神、 大运流年、喜用神、格局、伤官配印、食神生财、五行旺衰、命局分析等相关内容时 触发此技能。也适用于用户想了解自己的命运、性格、事业、婚姻、财运等， 且明确要求或暗示使用八字体系的场景。包含完整的排盘、格局判断、十神分析、 大运流 SkillInstall · skills CLI | 1,617 | — | ||
| qimen-dunjia 奇门遁甲排盘、解盘、择时、方位判断与理论教学技能。用户明确提到奇门遁甲、时家奇门、 奇门排盘、奇门解盘、奇门择吉、方位选择、趋吉避凶，或要求“用奇门”分析一件具体事情时， 必须使用本技能。正式排盘前先做结构化访谈，再调用脚本完成固定计算，最后再做解读与建议。 SkillInstall · skills CLI | 1,617 | — | ||
| ziwei-doushu 紫微斗数专业排盘与解盘技能。当用户提到紫微斗数、紫微排盘、紫微命盘、命宫、 十二宫、主星、四化、大限、流年、斗数格局、飞星、三方四正、紫微星、天机星、 太阳星、武曲星、天同星、廉贞星、天府星、太阴星、贪狼星、巨门星、天相星、 天梁星、七杀星、破军星等相关内容时触发此技能。也适用于用户想了解自己的命运 SkillInstall · skills CLI | 1,617 | — | ||
| generating-practice-questions Generate educational practice questions from lecture notes to test student understanding. Use when users request practice questions, exam preparation SkillInstall · skills CLI | 1,576 | — | ||
| paper-analyzer 将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。 SkillInstall · skills CLI | 1,478 | — | ||
| paper-comic 论文方法图解——用视觉图解彻底讲清楚一篇论文到底做了什么、怎么做的。 自动分析论文核心方法，先推荐封面/概述图/机制细节图的生成方案，必须由用户确认范围、张数、语言、风格后再生成。 支持温暖笔记风和论文框架图风。 SkillInstall · skills CLI | 1,478 | — | ||
| paper-deck 将论文、技术文章或知识内容制作成高真实感的 AIGC 幻灯片。先做叙事结构和逐页视觉导演，再调用生图模型生成每一页 16:9 slide image，最后合成为 PPTX/PDF。适合论文汇报、组会、公开课、技术分享、商业化研究展示；当用户提到“论文PPT”“AI生成PPT”“不像AI的PPT”“高 SkillInstall · skills CLI | 1,478 | — | ||
| tutor Interactive quiz tutor for Obsidian StudyVault learning. Use when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or SkillInstall · skills CLI | 1,402 | — | ||
| tutor-setup Transforms knowledge sources into an Obsidian StudyVault. Two modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions. ( SkillInstall · skills CLI | 1,402 | — | ||
| daily-papers Recommend today’s papers or papers from the past N days/week; run discovery, review, and priority-paper notes. English triggers: "recommend papers", " SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-fetch Fetch, rank, and enrich recent arXiv and Hugging Face papers. English triggers: "fetch papers", "fetch papers from the last three days". This is pipel SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-notes Generate full notes for must-read recommendations, maintain concepts, and backfill links. English triggers: "generate paper notes", "batch paper notes SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-review Review fetched papers and write evidence-based recommendations with reading priorities. English triggers: "review fetched papers", "generate paper rec SkillInstall · skills CLI | 1,356 | — | ||
| paper-reader Read academic papers from a bare arXiv abs/pdf/html URL, a PDF, a paper title, or Zotero. Use for "read this paper", "analyze this paper", "读一下 XXX", SkillInstall · skills CLI | 1,356 | — | ||
| nanoresearch-ideation Search academic literature and generate research hypotheses SkillInstall · skills CLI | 1,333 | — | ||
| nanoresearch-planning Produce an experiment blueprint from a research hypothesis SkillInstall · skills CLI | 1,333 | — | ||
| nanoresearch-writing Draft a LaTeX research paper from all previous stage outputs SkillInstall · skills CLI | 1,333 | — | ||
| learning-notes-automation 学习笔记自动化：视频/播客转录 → 知识点提取 → 闪卡生成 → 知识图谱更新。触发词：学习笔记、闪卡、Anki、知识提取、视频学习 SkillInstall · skills CLI | 1,324 | — | ||
| 00-academic-router Use when the user wants help with academic papers or citations but it's unclear which specific workflow fits — reviewing a paper, checking a BibTeX fi SkillInstall · skills CLI | 1,100 | — | ||
| 01-paper-review Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.ta SkillInstall · skills CLI | 1,100 | — | ||
| 02-bib-verify Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference SkillInstall · skills CLI | 1,100 | — | ||
| science-statistics-choice Use when you have data and must decide which test to run — when someone asks "该用什么检验", when a reviewer says the analysis does not match the design, wh SkillInstall · skills CLI | 984 | — | ||
| science-stats-report Use when a statistical result has to leave the analysis tool and enter a manuscript — when writing the statistics paragraph, the table notes, or the f SkillInstall · skills CLI | 984 | — | ||
| science-study-coach-flow Use when someone is starting research and does not know the order of operations — a first-year student asking "从哪开始", "这一步要做什么", "我这样算不算做完了"; when a p SkillInstall · skills CLI | 984 | — | ||
| science-top-journal-writing Use when drafting or restructuring a manuscript for a high-impact journal, when a paper was rejected for "limited conceptual advance" or "not of broad SkillInstall · skills CLI | 984 | — | ||
| weather Get current weather and forecasts (no API key required). SkillInstall · skills CLI | 972 | — | ||
| deep-research When you want multi-source, multi-step research on a topic — competitor research before a sales call, market research for a new business idea, positio SkillInstall · skills CLI | 909 | — | ||
| lit-search Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference li SkillInstall · skills CLI | 886 | — | ||
| medical-imaging-review Use when the user asks to plan, conduct, document, synthesize, or draft any part of a medical imaging AI literature review (narrative review or method SkillInstall · skills CLI | 886 | — | ||
| research-paper Use when the user asks to write, draft or revise an ORIGINAL RESEARCH ARTICLE or any single section of one — abstract, introduction, methods, results, SkillInstall · skills CLI | 886 | — | ||
| research-proposal Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap SkillInstall · skills CLI | 886 | — | ||
| article-study 带用户精读一篇文章/文档并真正学透（不是出摘要）。五步：抽干货 → 切讲次 → 每讲跑「学-考-讲」循环 → 对号入座 → 实操+测验+讲错题+蒸馏。每讲产出 HTML 课件 + 笔记落盘；讲完必考一次，用户复述后必须挑不精确处拧紧；抽象概念上可交互演示（能点能跑）；全程用用户自己的业务场景当案例； SkillInstall · skills CLI | 790 | — | ||
| system-study 系统化学习材料生成器。给一个新领域/技术/概念，AI 自主调研、搭体系、产出 HTML 学习材料（含骨架/案例/工程化/争议+盲区）。当用户说"我要学 X / 帮我系统拆解 X / 我想吃透 X 这个领域 / 给我整理 X 的全貌 / 深度调研 X 给我系统讲讲 / 把 X 搞透"时触发。不适用于" SkillInstall · skills CLI | 790 | — | ||
| map 高德地图路线规划与 POI 搜索。支持驾车、步行、骑行、公交路线规划，以及景点、餐厅搜索。当用户询问路线、行程规划、景点推荐、餐厅推荐时使用。 SkillInstall · skills CLI | 785 | — | ||
| academic-humanizer Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leakin SkillInstall · skills CLI | 769 | — | ||
| deep-research Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision b SkillInstall · skills CLI | 737 | — | ||
| weather-forecast-report 将天气要素（风速、能见度、降雨量等）单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于：(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写，(2) 将技术文档转换为学术研究报告格式，(3) 生成符合省级自然科学 SkillInstall · skills CLI | 737 | — | ||
| research-vault-ingest-orchestrator Orchestrate the verified ResearchVault single-paper ingest workflow from Zotero identity through Fulltext, Analytical Note, Knowledge decision, valida SkillInstall · skills CLI | 731 | — | ||
| research-vault-knowledge-maintainer Maintain a persistent research knowledge layer from existing analytical literature notes in the user's active Vault. Use when creating or incrementall SkillInstall · skills CLI | 731 | — | ||
| research-vault-literature-retrieval ResearchVault 文献知识问题的默认检索技能。先从当前 Vault 的 Analytical Notes 定位相关论文，再按需要定向进入对应 Fulltext，必要时回到 Zotero PDF 验证。若用户明确要求基于当前项目文件检索，优先执行严格的项目文件检索后再回答。纯 Skill、代 SkillInstall · skills CLI | 731 | — | ||
| zotero-analytical-writer 使用 Zotero metadata、批注和可访问的全文证据，按当前 Vault 模板创建或更新中文精读笔记，并确保 Zotero 链接、公式与原文引用真实可追溯。 SkillInstall · skills CLI | 731 | — | ||
| zotero-collection-manager 按 Zotero Collection 增量调度 Fetcher、Fulltext Archiver、Analytical Writer 和一致性校验，使用可重试状态而不是以“存在笔记”或临时跳过判断完成；默认单篇/小批量运行，支持断点续传。 SkillInstall · skills CLI | 731 | — | ||
| zotero-data-fetcher 根据 Zotero Item Key 或标题，从当前 agent 可访问的 Zotero 数据源或用户提供的论文材料中提取元数据、批注和正文证据。此技能不翻译、不总结、不替代全文证据。 SkillInstall · skills CLI | 731 | — | ||
| zotero-fulltext-archiver 将当前环境可访问的 Zotero PDF 或已提供的转换结果归档为可追踪的 Fulltext Markdown，保留原文、图片、稳定身份和 Note 关联。此技能不做中文总结、不改写论文正文、不负责用户检索。 SkillInstall · skills CLI | 731 | — | ||
| econ-write Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kr SkillInstall · skills CLI | 718 | — | ||
| design-award-match Match a design project to supported design-award programs, tracks, and entry categories; apply structural eligibility gates; verify current official r SkillInstall · skills CLI | 709 | — | ||
| design-award-pipeline Route and coordinate an end-to-end design-award workflow across winner research, evidence-based evaluation, award matching, entry-text preparation, an SkillInstall · skills CLI | 709 | — | ||
| design-award-search Find and verify award-winning designs in the same or adjacent functional category through eight explicit relevance dimensions: problem and user, core SkillInstall · skills CLI | 709 | — | ||
| design-evaluation Evaluate one design or a user-approved maturity-mapped batch through a transparent evidence-based rubric. Classify each work, score design quality and SkillInstall · skills CLI | 709 | — | ||
| design-information-prep Extract evidence-grounded project facts from user-provided design attachments, identify missing information, and prepare the exact written fields requ SkillInstall · skills CLI | 709 | — | ||
| design-judge-shared Shared support package for the Design Judge skill collection. Install it with design-award-search and design-award-match so those skills can read the SkillInstall · skills CLI | 709 | — | ||
| design-submission-check Audit a design-award submission package against the current official rules for a specific award cycle. Check required materials and technical constrai SkillInstall · skills CLI | 709 | — | ||
| firecrawl-research-index Find the papers that answer a research query in Firecrawl's research paper index — a corpus of paper abstracts whose largest share is biomedical and l SkillInstall · skills CLI | 684 | — | ||
| academic-presentations Create academic presentation slide decks and optionally demo videos from research papers. Use when the user asks to "make slides", "create a deck", "m SkillInstall · skills CLI | 671 | — | ||
| academic-researcher Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across SkillInstall · skills CLI | 671 | — | ||
| anti-defensive-writing Remove audit, defensive, self-critical, developer-facing and commitment writing from manuscripts, Supplementary Information, legends, table notes, dat SkillInstall · skills CLI | 671 | — | ||
| citation-verifier Use when checking manuscript citations, bibliography hygiene, DOI or PMID completeness, placeholder references, or BibTeX consistency before submissio SkillInstall · skills CLI | 671 | — | ||
| claim-source-verification Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they ente SkillInstall · skills CLI | 671 | — | ||
| conference-paper-writing Use when writing or revising ML or AI conference papers for venues such as NeurIPS, ICML, ICLR, ACL, AAAI, or COLM, especially when the workflow is co SkillInstall · skills CLI | 671 | — | ||
| data-availability Use when drafting, auditing, or revising Data Availability statements, repository plans, accession-number placement, source-data coverage, or restrict SkillInstall · skills CLI | 671 | — | ||
| draft-marker-discipline Use when a manuscript is being drafted across many sessions and needs auditable open-question tracking: in-source draft markers with distinct jobs, tr SkillInstall · skills CLI | 671 | — | ||
| figure-planner Use when designing, restructuring, or auditing manuscript figures and you need to define one main claim per figure, assign panel roles, align legends SkillInstall · skills CLI | 671 | — | ||
| figure-style Publication-grade figure correctness and legibility rules for final-deliverable figures — not every plot. Quick look or iterating on the analysis (EDA SkillInstall · skills CLI | 671 | — | ||
| manuscript-optimizer Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures SkillInstall · skills CLI | 671 | — | ||
| nature-figure Create, revise, audit or polish submission-grade manuscript figures for Nature-family and other high-impact journals using Python or R. Covers multi-p SkillInstall · skills CLI | 671 | — | ||
| nature-paper-workflow Revise scientific manuscripts or a single section such as the Abstract, Introduction or Discussion, make a technical draft readable for scientists out SkillInstall · skills CLI | 671 | — | ||
| nature-portfolio-playbook Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, a SkillInstall · skills CLI | 671 | — | ||
| paper-analyzer Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related w SkillInstall · skills CLI | 671 | — | ||
| paper-bootstrap Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project SkillInstall · skills CLI | 671 | — | ||
| paper-reviewer Referee-side skill for Nature Portfolio manuscripts: write a referee report, inventory every ask and sub-ask in received comments, grade drafted repli SkillInstall · skills CLI | 671 | — | ||
| paper-workflow Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the se SkillInstall · skills CLI | 671 | — | ||
| rebuttal-response Analyze, draft, revise, or audit scientific peer-review response letters and point-by-point rebuttals. Use for reviewer comments, response letters, re SkillInstall · skills CLI | 671 | — | ||
| reference-audit-guide Verify that cited references actually exist and that their metadata matches, using the runnable scripts this skill ships for CrossRef, Semantic Schola SkillInstall · skills CLI | 671 | — | ||
| results-analysis Use when analyzing experimental results, validating comparisons, generating paper-ready results text, or turning model-evaluation outputs into figures SkillInstall · skills CLI | 671 | — | ||
| results-section-revision Use when revising a scientific manuscript Results section whose figures, evidence, and main claims are mostly fixed, but subsection flow, paragraph op SkillInstall · skills CLI | 671 | — | ||
| review-article-architecture Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written ac SkillInstall · skills CLI | 671 | — | ||
| scientific-prose-style Prose-quality rules for writing scientific manuscript text: abstract, introduction, results, discussion. The headline rule is a strict em-dash budget: SkillInstall · skills CLI | 671 | — | ||
| scientific-writing Use when writing or revising scientific manuscripts, abstracts, figures, or references for journal submission and you need full-paragraph prose, scien SkillInstall · skills CLI | 671 | — | ||
| stats-reporting-audit Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical ana SkillInstall · skills CLI | 671 | — | ||
| submission-audit Use when a manuscript is close to submission or resubmission and you need a preflight audit for claim support, figure-panel coverage, legend sync, met SkillInstall · skills CLI | 671 | — | ||
| write-scientific-manuscript Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried SkillInstall · skills CLI | 671 | — | ||
| emergency-triage 急诊分诊与症状排查助手。当用户描述身体不适、疼痛、突发症状，或者说"我哪里痛"、"我不舒服"、"该挂什么科"、"需要去医院吗"、"帮我判断一下"等与身体健康相关的紧急或半紧急问题时，触发此 skill。也适用于用户帮家人朋友做初步症状排查的场景。核心能力：通过假设-排除式交互问诊快速缩小可能病因范围 SkillInstall · skills CLI | 629 | — | ||
| lab-interpreter Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) SkillInstall · skills CLI | 629 | — | ||
| super-daddy Use for Chinese-language or China-family-context family-doctor-style parenting and child health management: 育儿, 宝宝护理, 科学养育, 生长发育, 喂养, 母乳, 配方奶, 辅食, 睡眠, SkillInstall · skills CLI | 629 | — | ||
| k12-check-for-understanding Creates a Check for Understanding (CFU) for a math topic or standard: 1–3 targeted formative items whose distractors come from documented student misc SkillOfficial · AnthropicInstall · skills CLI | 627 | — | ||
| k12-lesson-differentiation Adapts an existing K-12 lesson (math, ELA, science, or social studies) for students at different proficiency levels (below / at / above grade level). SkillOfficial · AnthropicInstall · skills CLI | 627 | — | ||
| k12-lesson-plan-creation Creates a lesson plan, student-facing materials, and observation template. Load this skill BEFORE asking the teacher any clarifying question about gra SkillOfficial · AnthropicInstall · skills CLI | 627 | — | ||
| k12-lesson-prep Helps a teacher prepare to teach an existing K-12 lesson (math / ELA / science / social studies) — a prep partner that thinks through the lesson's key SkillOfficial · AnthropicInstall · skills CLI | 627 | — | ||
| oral-paper-skill Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggest SkillInstall · skills CLI | 580 | — | ||
| nie-grassroots-logic 聂辉华《基层中国的运行逻辑》方法论工具箱：政治经济学/组织经济学视角解释基层权力与治理， 并落到个人抉择（求学/考公/投资/养老/创业）。 核心框架：内外冲突的双均衡、条块结合以块为主、等级制资源配置（人跟资源走、资源跟权力走）、 职务含权量三因子、县委书记三座大山（维稳/招商/借债）、压力型体制与 SkillInstall · skills CLI | 578 | — | ||
| fund-background-writer Writes NSFC grant justification research significance section. Invoke when user asks to write 立项依据/研究意义/项目背景 for NSFC or similar grants, or provides a SkillInstall · skills CLI | 504 | — | ||
| fund-literature-review-writer 撰写NSFC申请书的国内外研究现状及发展动态分析+文献评述。Invoke when user asks to write NSFC literature review, 国内外研究现状, 文献综述, 文献评述, or 1.2部分 of NSFC proposal. SkillInstall · skills CLI | 504 | — | ||
| fund-research-content-writer NSFC研究方案写作助手（研究目标-研究内容-关键科学问题）。当用户需要撰写基金申请书的研究内容、拆解研究专题、凝练科学问题时触发。默认面上项目，支持重点/青年/省基金。 SkillInstall · skills CLI | 504 | — | ||
| fund-technical-route-writer NSFC申请书研究方法、技术路线与创新特色写作助手。在用户已有研究构想基础上，对研究方法、技术路线和创新特色进行学术化表达、逻辑优化与规范化呈现。当用户需要撰写NSFC申请书的研究方法、技术路线、创新和特色时触发。 SkillInstall · skills CLI | 504 | — | ||
| google-maps-travel-planning Build evidence-backed day trips, multi-day itineraries, and efficient stop sequences with Google Maps data through the standalone CLI. Use when the de SkillInstall · skills CLI | 496 | — | ||
| paper-navigator Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge rel SkillInstall · skills CLI | 488 | — | ||
| paper-planning Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment plan SkillInstall · skills CLI | 488 | — | ||
| paper-rebuttal Guides writing effective rebuttals after receiving peer review feedback. Covers review diagnosis (score-driven color-coding), response strategy (champ SkillInstall · skills CLI | 488 | — | ||
| paper-review Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: three passes (adversarial deep read; 5-a SkillInstall · skills CLI | 488 | — | ||
| paper-writing Guides writing academic papers section by section using an 11-step workflow with LaTeX templates and counterintuitive writing tactics. Covers Abstract SkillInstall · skills CLI | 488 | — | ||
| research-ideation End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refine SkillInstall · skills CLI | 488 | — | ||
| research-survey Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft su SkillInstall · skills CLI | 488 | — | ||
| arxiv-paper-writer Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. Use when writing, planning, or continuing an ar SkillInstall · skills CLI | 487 | — | ||
| latex-rhythm-refiner Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transiti SkillInstall · skills CLI | 487 | — | ||
| deep-research-team This skill should be used when the user asks for "deep research", "research team", "comprehensive analysis", "research report", "investigate thoroughl SkillInstall · skills CLI | 464 | — | ||
| literature-research Use when the user wants to find related work, survey a research area, run a literature gap analysis, or discover open-source implementations. Maps exi SkillInstall · skills CLI | 459 | — | ||
| paper-check Check a paper against its code, results and citations before submission (numbers, terms, code vs paper, formulas vs code, BibTeX and cited claims via SkillInstall · skills CLI | 459 | — | ||
| paper-write Write, structure, or revise academic paper sections, keep notation consistent, refine figures and tables, and set up or fix the LaTeX build (TeX distr SkillInstall · skills CLI | 459 | — | ||
| rebuttal Prepare a paper for peer review. Reads the paper and experiment results, selects the strongest ablations, anticipates reviewer questions, finds weakne SkillInstall · skills CLI | 459 | — | ||
| reproduce End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training SkillInstall · skills CLI | 459 | — | ||
| setup 30-second auto-detection tour, then optional configuration of notifications, CLI allowlist, research CLAUDE.md rules, and LaTeX environment. Use when SkillInstall · skills CLI | 459 | — | ||
| deep-research Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, SkillInstall · skills CLI | 454 | — | ||
| ieee-citation Check, clean, verify, and improve IEEE citations, references, BibTeX entries, citation positioning, related-work logic, DOI metadata, venue names, and SkillInstall · skills CLI | 440 | — | ||
| ieee-experiment Design, audit, and strengthen experimental validation for IEEE manuscripts using routed claim-evidence checks. Use when planning experiments, selectin SkillInstall · skills CLI | 440 | — | ||
| ieee-figure-table Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/ SkillInstall · skills CLI | 440 | — | ||
| ieee-latex Diagnose, fix, and improve IEEEtran LaTeX manuscripts using routed template, layout, float, equation, algorithm, table, bibliography, and PDF-complian SkillInstall · skills CLI | 440 | — | ||
| ieee-paper-reader Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition SkillInstall · skills CLI | 440 | — | ||
| ieee-polishing Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. Use for IE SkillInstall · skills CLI | 440 | — | ||
| ieee-response Draft, diagnose, and improve IEEE rebuttals, revision plans, cover letters, response letters, and point-by-point replies using routed reviewer-comment SkillInstall · skills CLI | 440 | — | ||
| ieee-reviewer Review IEEE conference, journal, Transactions, Letters, or magazine manuscripts from a technical reviewer perspective using routed IEEE review gates. SkillInstall · skills CLI | 440 | — | ||
| ieee-summarize Summarize, organize, and normalize messy research materials into an IEEE-ready writing brief before manuscript drafting. Use when Codex needs to proce SkillInstall · skills CLI | 440 | — | ||
| ieee-writing Draft, restructure, and diagnose IEEE-style technical manuscript sections using a routed static/dynamic workflow. Use for IEEE conference, journal, Tr SkillInstall · skills CLI | 440 | — | ||
| academic-writing-skills Frame and outline academic papers, plan and revise connected paragraphs, and align claims with evidence across manuscript sections, abstracts, supplem SkillInstall · skills CLI | 425 | — | ||
| academic-writing-skills-zh-cn 为学术论文建立研究定位与大纲、规划并修订相互衔接的段落，并在稿件各章节、摘要、补充材料、参考文献及审稿意见回复中，确保主张与证据保持一致。适用于具特定处理范围的起草、实质修订、校对或跨文件整合。保留作者的研究目标、术语、清晰措辞与推论界线；并依据所要求的段落、章节或投稿文件调整检查规模。 SkillInstall · skills CLI | 425 | — | ||
| academic-writing-skills-zh-tw 為學術論文建立研究定位與大綱、規劃並修訂相互銜接的段落，並在稿件各章節、摘要、補充資料、參考文獻及審稿意見回覆中，確保主張與證據保持一致。適用於具特定處理範圍的起草、實質修訂、校對或跨檔案整合。保留作者的研究目標、術語、清晰措辭與推論界線；並依據所要求的段落、章節或投稿文件調整檢查規模。 SkillInstall · skills CLI | 425 | — | ||
| paper-review Conduct reviewer-style, evidence-safe reviews of academic manuscripts across disciplines using progressive method, domain, review-round, and optional SkillInstall · skills CLI | 425 | — | ||
| paper-review-zh-cn 运用渐进式的方法、领域、审稿轮次与选用的审稿人叠加层，对各学科的学术稿件进行符合审稿人风格且具证据安全性的检视。当使用者要求评论、科学审查、优先修改意见、由上至下的全面审阅、修改轮次评估、针对先前意见的回归检查或审查备忘录（而非一般起草）时使用。从对话与稿件中推断出最小适用模块集；仅在未解决的领域或 SkillInstall · skills CLI | 425 | — | ||
| paper-review-zh-tw 運用漸進式的方法、領域、審稿輪次與選用的審稿人疊加層，對各學科的學術稿件進行符合審稿人風格且具證據安全性的檢視。當使用者要求評論、科學審查、優先修改意見、由上至下的全面審閱、修改輪次評估、針對先前意見的回歸檢查或審查備忘錄（而非一般起草）時使用。從對話與稿件中推斷出最小適用模組集；僅在未解決的領域或 SkillInstall · skills CLI | 425 | — | ||
| fetch-llm-papers Refresh the LLM landscape paper pool (section/x_llm_papers.md) with fetch_llm_papers.py. USE FOR: refreshing citation counts or expanding topic covera SkillInstall · skills CLI | 422 | — | ||
| update-cite-count Update citation counts for papers in the ranked sections of section/best_practices.md with update_citation_counts.py. USE FOR: refreshing counts. DO N SkillInstall · skills CLI | 422 | — | ||
| nature-academic-search Use when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTe SkillInstall · skills CLI | 388 | — | ||
| confusion-tracker 教学过程中自动捕获和记录学习者的概念疑难点（"为什么/是什么/怎么推/什么意思"类型的问题），保存到进度文件的"概念疑难点记录"区，形成考前回顾清单。 SkillInstall · skills CLI | 382 | — | ||
| exam-audit 只读检查一个已生成的备考工作区是否健康并报告问题，默认不做任何修改。核对 .ingest 原材料版本、 内容单元、接管队列与派生产物完整性，以及 wiki、题库、视觉证据、计划和进度的一致性。当用户怀疑 工作区有问题、建库 readiness 被阻断、或想在开始复习前体检时使用。 SkillInstall · skills CLI | 382 | — | ||
| exam-cheatsheet 全员通关后把 错题本+笔记本+知识点窗口+wiki 编译成考前速记小抄 cheatsheet.md（每条要点带可溯源 锚点），并在视觉产物模式或用户明确要求 PDF/打印版时按指定页数渲染成打印级 PDF：按「必背结论/公式 → 有难度例题（必要时含题面图）→ 例题解答（代入公式、保留基础过程）→ SkillInstall · skills CLI | 382 | — | ||
| exam-cram 临考前的极速备考总教练。把课件、大纲、重点与真题建成分章 wiki 和标准题库，再组织惰性授课、 题库判分、错题与疑难复盘及可选考前小抄，并持久化进度。用于期末、备考、突击、刷题、划重点、 错题与考前复习；不用于长期规划或与考试无关的写作/编程。 SkillInstall · skills CLI | 382 | — | ||
| exam-help 备考教练的一屏速查卡：工作流、3×4 学习选择、产物偏好、工作区文件、6 大题型、来源规则与子技能路由。 用户问怎么用、有哪些模式、文件用途或支持题型时使用。 SkillInstall · skills CLI | 382 | — | ||
| exam-ingest 从学生上传的课件/大纲/老师勾的重点/真题，一键初始化并验证备考工作区：解析 PDF、DOCX、PPTX、 XLSX、常见独立图片与 txt/md，建立分章节 LLM Wiki、标准题库、结构化接管队列与进度状态；仅在 Python 确实无法运行时 明确降级为手动写盘。当工作区尚未建立、资料发生变化 SkillInstall · skills CLI | 382 | — | ||
| exam-quiz 从 references/quiz_bank.json 抽取本章题目并按标准答案判分，支持选择、主观、画图、填空、判断、代码； 主观题按 keywords 要点覆盖判分，连续错两次提供提示/跳过/归档。禁止现场编题。用于阶段检查或模考。 SkillInstall · skills CLI | 382 | — | ||
| exam-review 考前复盘已记录错题与概念疑难：重做原题、复述疑难、更新已订正/已回顾/待回顾状态，并形成最后扫雷清单。 进入最终复习阶段或用户要求复盘、查漏补缺时使用。 SkillInstall · skills CLI | 382 | — | ||
| universal-exam-cram-coach-full 帮助学生在临考前进行结构化极速复习：解析课程资料/大纲/重点，按章节生成 wiki 知识库与标准题库，组织针对性刷题与判分，并记录复习进度和错题。当用户即将考试、需要快速复习计划、练习题、错题复盘或考前小抄时使用（关键词：期末/备考/复习/刷题/划重点/错题；exam, cram, study pl SkillInstall · skills CLI | 382 | — | ||
| benchmark-extractor extract structured benchmark information from academic papers when the input includes multiple pdfs, abstracts, or links and the user needs chinese no SkillInstall · skills CLI | 374 | — | ||
| experiment-log-summarizer summarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or mult SkillInstall · skills CLI | 374 | — | ||
| paper-deep-note produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the us SkillInstall · skills CLI | 374 | — | ||
| paper-feishu-digest monitor recent arxiv papers and produce a chinese digest when the user needs a filtered paper watchlist, a ranked update for agent or rag related topi SkillInstall · skills CLI | 374 | — | ||
| research-gap-finder analyze topic coverage, bottlenecks, controversies, and plausible research gaps when the input includes a research topic, a set of papers, or the user SkillInstall · skills CLI | 374 | — | ||
| review-rebuttal analyze academic reviews and draft a professional rebuttal when the input includes reviewer comments, a meta-review, paper abstract, or user supplied SkillInstall · skills CLI | 374 | — | ||
| survey-writer write a chinese survey draft around a research topic when the input includes a topic, multiple papers, abstracts, links, pdfs, or a user curated relat SkillInstall · skills CLI | 374 | — | ||
| weekly-lab-update turn a week's paper reading, experiment progress, debugging notes, and next-step plans into a chinese weekly report, a chinese group-meeting outline, SkillInstall · skills CLI | 374 | — | ||
| bestpaper-writing Draft or rewrite the title, Abstract, Introduction, Method and Experiments of an ML/CV paper in the style of CVPR/ICCV/NeurIPS best papers, distilled SkillInstall · skills CLI | 369 | — | ||
| claude-paper-study Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF). SkillInstall · skills CLI | 358 | — | ||
| claude-paper-summary Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study mater SkillInstall · skills CLI | 358 | — | ||
| claude-paper-webui Start the Claude Paper web viewer to browse and study papers SkillInstall · skills CLI | 358 | — | ||
| study Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF). SkillInstall · skills CLI | 358 | — | ||
| summary Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study mater SkillInstall · skills CLI | 358 | — | ||
| webui Start the Claude Paper web viewer to browse and study papers SkillInstall · skills CLI | 358 | — | ||
| ielts 雅思备考 AI 教练系统入口。路由到写作 / 阅读 / 口语训练。 触发方式：/ielts、「我要备考雅思」「雅思怎么准备」「IELTS」 SkillInstall · skills CLI | 341 | — | ||
| ielts-reading 雅思阅读精读教练。同义替换提取 + T/F/NG 逻辑拆解 + 段落结构分析 + 错题诊断。 触发方式：/ielts-reading、「分析阅读」「这道为什么错」「同义替换」「阅读训练」 SkillInstall · skills CLI | 341 | — | ||
| ielts-speaking 雅思口语素材工厂。话题分组 + 万能故事生成 + Part 3 追问预测 + 高分表达。 触发方式：/ielts-speaking、「口语素材」「话题分组」「万能故事」「Part 2 准备」 SkillInstall · skills CLI | 341 | — | ||
| ielts-writing 雅思写作批改教练。四维评分 + 句子级标注 + 改写对比 + 审题检查。 触发方式：/ielts-writing、「批改作文」「帮我看看这篇」「审题」「写作练习」 SkillInstall · skills CLI | 341 | — | ||
| mimeng-writing 咪蒙爆款文章写作技巧。适用于需要创作10万+阅读量爆款文章、情感共鸣类内容、故事叙事或社会议题评论时使用。掌握标题制造、开篇设计、情绪调动、金句提炼、故事叙事等核心技巧。 SkillInstall · skills CLI | 329 | — | ||
| 2anki Turn text, files, URLs, or photos into Anki flashcard decks from your AI assistant. MCP serverVerified domain · 2anki.netRemoteSign-in needed | 328 | — | ||
| hehe-trend-analysis 盒子原创行业研究 Skill 组合中的趋势分析专项。判断行业、技术、需求或商业化变化所处阶段、驱动机制、核心变量、时间关系、经营后果与证伪条件。用于“分析行业趋势或未来走向”“判断技术扩散阶段”“研究供需、需求演变或景气变化”等问题。 由 `hehe-industry-researcher` 派发任 SkillInstall · skills CLI | 327 | — | ||
| hehe-valuation-analysis 盒子原创行业研究 Skill 组合中的估值分析专项。选择适用的可比公司或交易、DCF/FCFF/FCFE、SOTP、资产、股利或里程碑情景方法，建立可复算的企业价值或股权价值区间、调整桥、敏感性和隐含预期。 用户直接要求“给上市或非上市企业估值”“为商业尽调、融资或并购测算价值”“判断交易对价、分部 SkillInstall · skills CLI | 327 | — | ||
| canvas-accessibility-auditor Accessibility audit and remediation for Canvas LMS courses. Scans content for WCAG-oriented issues, generates prioritized reports, guides fixes, and v SkillInstall · skills CLI | 324 | — | ||
| canvas-bulk-grading Bulk grading workflows for Canvas LMS assignments using rubrics. Covers single grading, batch grading, and code execution strategies with safety-first SkillInstall · skills CLI | 324 | — | ||
| canvas-course-builder Scaffold complete Canvas LMS course structures from specs, templates, or existing courses. Creates modules, pages, assignments, and discussions in bul SkillInstall · skills CLI | 324 | — | ||
| canvas-course-qc Learning designer quality check for Canvas LMS courses. Audits module structure, content completeness, publishing state, date consistency, and rubric SkillInstall · skills CLI | 324 | — | ||
| canvas-discussion-facilitator Discussion forum facilitator for Canvas LMS. Helps students and educators browse, read, reply to, and create discussion posts. Trigger phrases include SkillInstall · skills CLI | 324 | — | ||
| canvas-morning-check Educator morning course health check for Canvas LMS. Shows submission rates, struggling students, grade distribution, and upcoming deadlines. Trigger SkillInstall · skills CLI | 324 | — | ||
| canvas-peer-review-manager Educator peer review management for Canvas LMS. Tracks completion rates, analyzes comment quality, flags problematic reviews, sends targeted reminders SkillInstall · skills CLI | 324 | — | ||
| canvas-week-plan Student weekly assignment planner for Canvas LMS. Shows all due dates, submission status, grades, and peer reviews across all courses. Use when a stud SkillInstall · skills CLI | 324 | — | ||
| deep-architecture-research Deeply research technical architecture, source code, mechanisms, SDKs, frameworks, project comparisons, and system-design options across repositories, SkillInstall · skills CLI | 320 | — | ||
| neural-mechanism-research Research why neural architectures and training methods work through forward computation, geometry, gradients, optimization dynamics, historical experi SkillInstall · skills CLI | 320 | — | ||
| research-toolkit Use for source-backed long-form research and writing in English or Chinese across fields, including revisions and continuation. Understand requirement SkillInstall · skills CLI | 314 | — | ||
| research-toolkit Complete research methods for in-depth analysis, long-form reports, revisions and updates. SkillInstall · skills CLI | 314 | — | ||
| shellgames Play board games on ShellGames.ai — Chess, Poker, Ludo, Tycoon, Memory, and Spymaster. Use when the agent wants to play games against humans or other SkillInstall · skills CLI | 309 | — | ||
| algo-sensei Your personal DSA & LeetCode mentor. Use for problem explanations, progressive hints, code reviews, mock interviews, pattern recognition, complexity a SkillInstall · skills CLI | 302 | — | ||
| clarify-research-idea Turn vague or partially formed AI, computer-science, data-driven, and engineering-method research directions into evidence-grounded, falsifiable, pape SkillInstall · skills CLI | 291 | — | ||
| ghealth Query Google Health API v4 — steps, heart rate, exercise, sleep, weight, SpO2, HRV, ECG, blood glucose, nutrition, and 40 total data types SkillInstall · skills CLI | 283 | — | ||
| research-explorer Use when the user has a vague research direction and wants to explore feasible specific topics. Outputs a structured analysis with candidate topics, i SkillInstall · skills CLI | 268 | — | ||
| research-starter-paper 科研学习与论文写作总入口，协调六个模块。帮助不知道提供什么材料的新手逐步产出、自动保存和恢复项目进度，也用于跨阶段研究任务；区分学习、执行和只读检查。 SkillInstall · skills CLI | 262 | — | ||
| rsk-experiments-figures 依据 Research-Starter-Kit 规划公平实验、分析真实结果并设计论文图表，提供 TG/DTG 只读数据检查与材料表征证据核对。用于主张与证据对齐，不生成虚构数据或替代真实实验。 SkillInstall · skills CLI | 262 | — | ||
| rsk-literature 检索与批判阅读论文，综合证据、核对引用与版本；支持深度调研、系统综述和元分析，以及按用户确认协议进行题摘/全文筛选。用于文献任务，论文章节写作由写作模块承担。 SkillInstall · skills CLI | 262 | — | ||
| rsk-paper-writing 组织论文论证、起草或修改章节、核对学位论文一致性，也可单独自然润色并匹配作者语气。用于学术文字与实质写作；只润色时不启动整套研究流程。 SkillInstall · skills CLI | 262 | — | ||
| rsk-rebuttal 起草逐条、有证据的审稿回复，核对修订稿与实际修改；支持多视角模拟审稿、方法学专项、复审和回复审计。区分只读检查与作者授权的修稿，不编造实验或承诺录用。 SkillInstall · skills CLI | 262 | — | ||
| rsk-research-design 基于 Research-Starter-Kit 的 TPIC 框架帮助选题、比较候选问题、形成可检验的 Idea 与最小验证。用于研究决策、资源约束和创新点论证，不代替实验结果或论文写作。 SkillInstall · skills CLI | 262 | — | ||
| rsk-research-workflow 准备组会、论文汇报、开题与答辩，支持可编辑 PPTX 制作、既有模板改稿、讲稿与问答演练；也用于会议交流、研究记录与 AI 协作。只要提纲或练习时不启动制稿，现行会议与资助规则另行核验。 SkillInstall · skills CLI | 262 | — | ||
| ci-mockup-figure Create paper and proposal figures guided by confirmed visual preferences and efficient use of page space. HTML mockups for systems, dashboards, and ti SkillInstall · skills CLI | 261 | — | ||
| editable-figure Design editable PowerPoint overview figures, especially Figure 1 for papers and proposals, using source material and the author's visual preferences. SkillInstall · skills CLI | 261 | — | ||
| implement-review Review loop for staged changes. Detects content type, prepares a review request for Codex (Terminal-relay manual default or opt-in Auto-terminal codex SkillInstall · skills CLI | 261 | — | ||
| fantasy-sports Help fantasy players make start/sit, waiver, streaming, trade, draft and keeper decisions using current player news, usage, matchups and their league' SkillInstall · skills CLI | 259 | — | ||
| flights-and-hotels Find flight fares and hotel prices and availability for given dates, such as the cheapest flights between two cities, one-way or round trip, nonstop o SkillInstall · skills CLI | 259 | — | ||
| local-businesses Find restaurants, cafes, shops, clinics and other local businesses near a place, with address, phone, website, rating, reviews, opening hours and dire SkillInstall · skills CLI | 259 | — | ||
| property-listings Find apartments and houses for rent, homes for sale, recently sold homes and their sale prices, home value estimates, and office or warehouse space, w SkillInstall · skills CLI | 259 | — | ||
| read-literature Find and read published research papers instead of relying on memory, which may be outdated. Use for what studies, trials or meta-analyses show, evide SkillInstall · skills CLI | 259 | — | ||
| apple-buy-advisor Research and compare Apple products to help decide if they're worth buying. Use when the user: (1) asks whether to buy a Mac, iPhone, iPad, Apple Watc SkillInstall · skills CLI | 251 | — | ||
| kaogong 考公与事业单位备考导师。用于国考、省考、选调生、事业编的行测、申论、职测（职业能力倾向测验）、综应（综合应用能力）、公基（公共基础知识）、公文知识、结构化面试、时政、报考咨询、学习计划与错题复盘。支持出题、讲题、批改、分类训练。Use for Chinese civil service and pu SkillInstall · skills CLI | 241 | — | ||
| genome-analyzer Анализирует генетические данные пользователя из VCF файла. Используй когда пользователь спрашивает о своей генетике, наследственных признаках, предрас SkillInstall · skills CLI | 234 | — | ||
| paper-search-pro Find academic papers across up to 8 sources (OpenAlex, Semantic Scholar, CrossRef, PubMed, arXiv; OpenReview for AI venues; NSSD 国家哲社文献中心 + yiigle 中华医 SkillInstall · skills CLI | 231 | — | ||
| focus-coach 中文战略聚焦教练。用于用户需要在多个目标、项目或学习方向之间做取舍，判断当前主线、最大约束、阶段目标、是否继续/暂停/转向，或基于学习进度进行周度、阶段复盘时。学习场景中只负责回答“为什么学、学到什么程度、当前优先什么”，并把明确使命交给 learning-coach。不要用于日常打卡和进度更新、具 SkillInstall · skills CLI | 230 | — | ||
| learning-coach 中文高级私人学习教练。用户说“开始学习 X”“继续/下一课”“学完了”“记录进度/打卡”“我学到哪了/还要多久”，正在通过真实项目、源码、作品、题目或任务学习编程、Agent、写作、语言、考试、研究或职业技能，或对具体概念和材料连续追问时使用。触发后主动读取学习现场、学习记录、进度、用户背景和真实材 SkillInstall · skills CLI | 230 | — | ||
| paper-narrative Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `derive SkillInstall · skills CLI | 229 | — | ||
| async-learning-teacher Transform saved links, papers, articles, posts, videos, and reference collections into approachable AI teaching artifacts for later study. Use when a SkillInstall · skills CLI | 228 | — | ||
| paper-opportunity-radar Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent su SkillInstall · skills CLI | 228 | — | ||
| chenggu-analysis Structured Chinese Chenggu (“bone weight”) fortune analysis for 称骨算命 / 袁天罡称骨 tasks. Use when the user wants a deterministic lookup + structured output SkillInstall · skills CLI | 213 | — | ||
| numerology-analysis Compute symbolic numerology from a person's name and birthdate using deterministic mappings only. Use for numerology / 数字命理 / 生命路径数 / 姓名映射 requests an SkillInstall · skills CLI | 213 | — | ||
| vedic-analysis 使用传统吠陀占星（Vedic astrology）流程“星盘 → Nakshatra → Vimshottari Dasha”分析出生信息，输出只含“业力”和“阶段”的结构化 JSON。Use when a user asks for Vedic astrology, Nakshatra, Janm SkillInstall · skills CLI | 213 | — | ||
| yuan Use when the user asks for Yuan, 元, Great Origin, 玄学, 算命, 命理, 八字, 称骨, 紫微斗数, 数字命理, western astrology, Vedic astrology, or a combined destiny reading. F SkillInstall · skills CLI | 213 | — | ||
| statya Написание русскоязычной статьи или лонгрида с нуля: бриф, фактура, структура, черновик и самопроверка по методу Людмилы Сарычевой. Use this skill when SkillInstall · skills CLI | 210 | — | ||
| eli5 Picks the form that explains best and applies the house explanation style: plain prose, controlled English modelled on ASD-STE100, a diagram, an inter SkillInstall · skills CLI | 201 | — | ||
| cesiumjs-viewer-setup CesiumJS viewer setup - Viewer, CesiumWidget, widgets, Ion token, Scene configuration, SceneMode, factory helpers, geocoders, platform services. Use w SkillInstall · skills CLI | 198 | — | ||
| using-cesiumjs-skills Use when a conversation begins with a CesiumJS development request - maps the 14 domain skills on offer and explains how passive activation selects be SkillInstall · skills CLI | 198 | — | ||
| yc-advisor This skill should be used when the user asks questions about startups, founding decisions, co-founders, fundraising, product development, growth, hiri SkillInstall · skills CLI | 192 | — | ||
| wiki-audit Use when fact-checking a single wiki page against its cited sources — verifies that every footnote actually supports its claim and surfaces uncited fa SkillInstall · skills CLI | 189 | — | ||
| wiki-ingest Use when adding a new source to a wiki — a paper, article, URL, file, transcript, or any document. One ingest may touch 10-15 wiki pages. SkillInstall · skills CLI | 189 | — | ||
| wiki-init Use when bootstrapping a new personal wiki for any knowledge domain — research, codebase documentation, reading notes, competitive analysis, or any lo SkillInstall · skills CLI | 189 | — | ||
| wiki-lint Use when auditing a wiki for health issues — contradictions between pages, orphan pages, broken cross-references, stale claims, missing pages, or cove SkillInstall · skills CLI | 189 | — | ||
| wiki-merge Use when two wiki pages turn out to be the same concept under different slugs (merge), or one page overloads several distinct senses of a term and sho SkillInstall · skills CLI | 189 | — | ||
| wiki-query Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki p SkillInstall · skills CLI | 189 | — | ||
| wiki-update Use when revising existing wiki pages because knowledge has changed, a new piece of information updates or contradicts existing content, or the user w SkillInstall · skills CLI | 189 | — | ||
| ux-map Symfony UX Map for interactive maps with Leaflet or Google Maps in Symfony. Covers markers, polygons, polylines, circles, info windows, and LiveCompon SkillInstall · skills CLI | 185 | — | ||
| 3dgs-experiment-planner Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG SkillInstall · skills CLI | 184 | — | ||
| 3dgs-method-compare Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 1066 methods across 26 categories. Supports axis-driven fragment lo SkillInstall · skills CLI | 184 | — | ||
| 3dgs-paper-reader Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output w SkillInstall · skills CLI | 184 | — | ||
| paper-preflight Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM. MCP serverGitHub-verified authorLocal · PyPI | 182 | MIT | ||
| semantic-scholar-deep Deep research over the Semantic Scholar Graph API. Covers endpoints missing from allenai's lookup skill — paper references (backward citations), recom SkillInstall · skills CLI | 179 | — | ||
| cumcm-independent-review Independently review a CUMCM computation package before its claims enter validation or paper writing. Use only inside a generated independent-review p SkillInstall · skills CLI | 177 | — | ||
| cumcm-workflow Build or resume mathematical-modeling competition work, including CUMCM, MCM/ICM, graduate and regional contests, data challenges, and open-topic stat SkillInstall · skills CLI | 177 | — | ||
| boltz Structure prediction using Boltz-1/Boltz-2, an open biomolecular structure predictor. Use this skill when: (1) Predicting protein complex structures, SkillInstall · skills CLI | 173 | — | ||
| boltzgen All-atom protein design using BoltzGen diffusion model. Use this skill when: (1) Need side-chain aware design from the start, (2) Designing around sma SkillInstall · skills CLI | 173 | — | ||
| campaign-manager Goal-oriented binder design campaign planning and health assessment. Use this skill when: (1) Planning a complete binder design campaign, (2) Converti SkillInstall · skills CLI | 173 | — | ||
| cell-free-expression Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, ( SkillInstall · skills CLI | 173 | — | ||
| chai Structure prediction using Chai-1, a foundation model for molecular structure. Use this skill when: (1) Predicting protein-protein complex structures, SkillInstall · skills CLI | 173 | — | ||
| esm ESM protein language models for embeddings, sequence scoring, structure prediction, and binder design. Use this skill when: (1) Computing pseudo-log-l SkillInstall · skills CLI | 173 | — | ||
| foldseek Structure similarity search with Foldseek. Use this skill when: (1) Finding similar structures in PDB/AFDB databases, (2) Structural homology search, SkillInstall · skills CLI | 173 | — | ||
| germinal De novo antibody and nanobody (VHH) design with Germinal. Use this skill when: (1) Designing epitope-targeted nanobodies or scFvs, (2) Needing CDR des SkillInstall · skills CLI | 173 | — | ||
| ipsae Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, SkillInstall · skills CLI | 173 | — | ||
| ligandmpnn Ligand-aware protein sequence design using LigandMPNN. Use this skill when: (1) Designing sequences around small molecules, (2) Enzyme active site des SkillInstall · skills CLI | 173 | — | ||
| mosaic Multi-objective, gradient-based protein binder design with Mosaic. Use this skill when: (1) Composing several structure or sequence models into one de SkillInstall · skills CLI | 173 | — | ||
| pdb Fetch and analyze protein structures from RCSB PDB. Use this skill when: (1) Need to download a structure by PDB ID, (2) Search for similar structures SkillInstall · skills CLI | 173 | — | ||
| protein-design-workflow End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guida SkillInstall · skills CLI | 173 | — | ||
| protein-qc Quality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for binding, expression, or st SkillInstall · skills CLI | 173 | — |
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