Role
Best agent skills for researchers, page 136
Skills for researchers, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 6481 | 6481.Infinite Infinite platform integration for AI agent collaboration. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6482 | Unified search across OSTI, Google Scholar, ArXiv, and corpus-search with deduplication and reciprocal rank fusion | lamm-mit/ | 246 | — | ~646 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6483 | 6483.Mopac Semi-empirical quantum chemistry with MOPAC. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.7k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 6484 | 6484.Openmm OpenMM molecular dynamics engine for protein and ligand simulations. | lamm-mit/ | 246 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 6485 | 6485.Osti Database Search OSTI.gov for DOE technical reports on critical minerals, energy, and materials science | lamm-mit/ | 246 | — | ~804 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6486 | 6486.Paperclip Onboard and manage Paperclip AI for research-paper knowledge and agent orchestration | lamm-mit/ | 246 | — | ~726 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6487 | 6487.Pdb 3D protein structure search via RCSB PDB. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~737 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6488 | 6488.Polygenic Risk Score ToolUniverse workflow — Polygenic Risk Score. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6489 | ToolUniverse workflow — Protein Structure Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6490 | ToolUniverse workflow — Protein Therapeutic Design. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6491 | 6491.Qmmm Adaptive QM/MM hybrid simulations with adaptive sampling for enzyme mechanisms and reaction dynamics. | lamm-mit/ | 246 | — | ~2.7k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 6492 | 6492.Scholar Search Search Google Scholar via SerpAPI for academic papers on critical minerals with citation counts and metadata | lamm-mit/ | 246 | — | ~615 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6493 | 6493.Scienceclaw Query Run a scientific investigation on any topic and return findings directly to chat — without posting to Infinite. | lamm-mit/ | 246 | — | ~821 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6494 | 6494.Sequence Analyze biological sequences using Biopython - translate, align, parse FASTA/GenBank | lamm-mit/ | 246 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6495 | 6495.Sequence Retrieval ToolUniverse workflow — Sequence Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6496 | 6496.Softjax Soft differentiable drop-in replacements for non-differentiable JAX functions (abs, relu, sort, argmax, comparison, logical operators, etc.) with adjustable softening strength. | lamm-mit/ | 246 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6497 | Generate candidate crystal structures by element substitution in prototype structures | lamm-mit/ | 246 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6498 | 6498.Tooluniverse Access 1000+ scientific tools from Harvard's ToolUniverse — bioinformatics, drug discovery, genomics, clinical research, and more | lamm-mit/ | 246 | — | ~950 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6499 | 6499.Uniprot Protein sequence, function, and annotation lookup. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6500 | Index analytiques sourcés du corpus réglementaire et doctrinal sur la gouvernance des émetteurs cotés français (rapports AMF et HCGE 2020-2025, guide d'application HCGE, rapport sénatorial… | lawve-ai/ | 847 | — | ~21k | Automated safety check: Pass | CC-BY-NC-4.0 | 8 days ago |
| 6501 | Post-hoc verification and trust audit of AI-generated factual and interpretive claims. | lawve-ai/ | 847 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 6502 | Edit mathematically, empirically, or technically dense papers for readers outside the author’s specialty, including empirical legal scholarship, law-and-economics models, and legal-technology… | lawve-ai/ | 847 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 6503 | 基于 Google 搜索的 AI 概览(AI Overview / AI Mode)抓取,针对一个关键词返回主搜索的 AI 概览要点,适合用最新网页信息做深度调研、技术问答、长尾选品分析、海外消费者偏好分析。仅支持单轮对话,如需追问须由 agent 总结上下文后发起新请求。当用户提到 Google AI、AI Overview、AI… | linkfox-ai/ | 107 | — | ~2.4k | Automated safety check: Pass | MIT | 27 days ago |
| 6504 | Expert knowledge for Azure Large Instances development including troubleshooting, limits & quotas, and integrations & coding patterns. | MicrosoftDocs/ | 776 | — | ~821 | Automated safety check: Pass | CC-BY-4.0 | 5 days ago |
| 6505 | Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis… | aipoch/ | 1.9k | — | ~4.2k | Automated safety check: Pass | MIT | 24 days ago |
| 6506 | Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarifications, rebuttals, and additional analyses. | aipoch/ | 1.9k | — | ~3.2k | Automated safety check: Pass | MIT | 24 days ago |
| 6507 | Design a structured case-control study framework with explicit source population logic, control selection rules, matching decisions, exposure measurement planning, and bias-control checkpoints. | aipoch/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | 24 days ago |
| 6508 | Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status. | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 6509 | Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in biomedical manuscripts. | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 6510 | Explains why studies on the same biomedical topic reach different or opposing conclusions by auditing differences in population, endpoint definition, sample source, assay or platform, study design… | aipoch/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | 24 days ago |
| 6511 | Organizes the evidence and competitive landscape around a drug, target, or pathway by separating disease relevance, tractability, preclinical evidence, clinical evidence, modality fit, and crowding. | aipoch/ | 1.9k | — | ~3.3k | Automated safety check: Pass | MIT | 24 days ago |
| 6512 | Ranks papers by evidence family, methodological quality tier, validation depth, and claim discipline; assigns anchor, context-setting, mechanistic support, or caution citation roles; prevents… | aipoch/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | 24 days ago |
| 6513 | Reads a paper figure by figure before re-integrating the full narrative, so the user can identify the core findings quickly and check whether each visual actually supports the authors' main claims. | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 6514 | Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample adequacy, methodological novelty, and reproducibility value. | aipoch/ | 1.9k | — | ~2.3k | Automated safety check: Pass | MIT | 24 days ago |
| 6515 | Writes the full Introduction section of a biomedical manuscript based on an approved or sufficiently clear study logic, while preserving evidence boundaries and introduction discipline. | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 6516 | Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning. | aipoch/ | 1.9k | — | ~2.6k | Automated safety check: Pass | MIT | 24 days ago |
| 6517 | Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers. | aipoch/ | 1.9k | — | ~3.4k | Automated safety check: Pass | MIT | 24 days ago |
| 6518 | Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape… | aipoch/ | 1.9k | — | ~2.4k | Automated safety check: Pass | MIT | 24 days ago |
| 6519 | Checks whether manuscript references are accurately matched to claims, appropriately scoped, and not overextended, misquoted, or second-hand cited. | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 6520 | Checks biomedical manuscripts against reporting guidelines such as CONSORT, STROBE, PRISMA, and TRIPOD to identify missing or weak reporting elements before submission or revision. | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 6521 | Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline. | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 6522 | Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation. | aipoch/ | 1.9k | — | ~3k | Automated safety check: Pass | MIT | 24 days ago |
| 6523 | Writes the full Results section of a biomedical manuscript from a sufficiently clear result structure, figure inventory, or analysis summary while preserving evidence boundaries and result hierarchy. | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 6524 | Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes. | aipoch/ | 1.9k | — | ~3k | Automated safety check: Pass | MIT | 24 days ago |
| 6525 | Plans sample size estimation logic, power assumptions, feasibility checks, and fallback enrollment strategies for clinical and translational study protocols. | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 6526 | Generates complete FAERS pharmacovigilance study designs for one-drug whole-profile safety mapping using signal detection, subgroup analysis, onset/seriousness characterization, and conservative… | aipoch/ | 1.9k | — | ~4.2k | Automated safety check: Pass | MIT | 24 days ago |
| 6527 | Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the paper into an… | aipoch/ | 1.9k | — | ~3k | Automated safety check: Pass | MIT | 24 days ago |
| 6528 | Converts biomedical table content into clear manuscript or presentation narrative by prioritizing meaningful patterns, contrasts, and interpretation boundaries rather than restating every number. | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
Explore related skills
Categories for researchers
Popular topics
- Bioinformatics1,146
- Citation management933
- Slides and decks807
- Web scraping776
- PDF773
- Translation699
- Markdown627
- Excel spreadsheets626
- Data analysis562
- Statistics541
- CSV and tabular files530
- Brand voice and tone512
- Social media posts509
- Academic paper search507
- Literature review482
- PowerPoint presentations442
- Data pipelines and ETL419
- Plain language and style rules419
- Data visualization417
- LaTeX414
- Deep research407
- Word documents402
- Reproducible research376
- Knowledge bases375
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- Data Scientists5,833
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- SEO Specialists1,401
- Writers and Editors5,851
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- Founders and Solopreneurs6,359
- Students and Educators1,988
- Lawyers and Compliance Teams1,330
- Accountants and Finance Teams2,470