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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Core skill for the deep research and writing tool. An agent skill from neflibata-feng/MyArxiv-Agent. | neflibata-feng/ | 126 | 18 repos | ~8.4k | Automated safety check: Notes | MIT | today |
| 2 | Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference list, with measurable recall (gold-set recall… | luwill/ | 862 | — | ~3.7k | Automated safety check: Notes | MIT | yesterday |
| 3 | Conduct literature searches for meta-analysis using Python with uv, query PubMed and other databases, deduplicate results, and store round-based bibliographies with notes. | htlin222/ | 139 | — | ~2.1k | Automated safety check: Notes | Unknown | 18 days ago |
| 4 | Write scientific manuscripts. An agent skill from jimmc414/Kosmos. | jimmc414/ | 595 | 1 repo | ~4.1k | Automated safety check: Pass | No licence | 2 days ago |
| 5 | Publication-quality checks and enhancements for high-impact journal submissions, including PRISMA/MOOSE reporting, robust meta-analysis diagnostics (Hartung-Knapp, prediction intervals, influence)… | htlin222/ | 139 | — | ~1k | Automated safety check: Pass | Unknown | 18 days ago |
| 6 | 经济金融领域的系统性文献综述。整合 Semantic Scholar + ArXiv + OpenAlex + NBER 构建引文网络，识别研究缺口，生成结构化文献地图。 | csmar432/ | 109 | — | ~1.2k | Automated safety check: Pass | MIT | 5 days ago |
| 7 | Structured methodology for comprehensive literature review following PRISMA guidelines. | aiming-lab/ | 15k | — | ~246 | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | A skill your agent uses when running a systematic review and meta-analysis, DTA or intervention. | Aperivue/ | 333 | — | ~8.7k | Automated safety check: Pass | MIT | 6 days ago |
| 9 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 10 | 10.Review Paper A skill your agent uses when writing a literature review article (narrative, scoping PRISMA-ScR or systematic). | Aperivue/ | 333 | — | ~1.3k | Automated safety check: Pass | MIT | 6 days ago |
| 11 | Universal deep research agent team. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~8k | Automated safety check: Pass | Unknown | 6 days ago |
| 12 | 12.I0 Systematic Review Pipeline Orchestrator - Coordinates systematic literature review automation Manages the complete 7-stage PRISMA 2020 pipeline from research question to RAG system Delegates to… | brycewang-stanford/ | 4.6k | — | ~2.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 13 | Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X). | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 14 | Write and revise the Methods section of research papers to ensure reproducibility; use when preparing an IMRAD manuscript or responding to journal/reporting-guideline requirements (e.g… | aipoch/ | 1.9k | — | ~3.4k | Automated safety check: Pass | MIT | 24 days ago |
| 15 | Automated abstract screening tool for systematic literature reviews with PRISMA workflow support. | aipoch/ | 1.9k | — | ~3k | Automated safety check: Pass | MIT | 24 days ago |
| 16 | You must use this when conducting PRISMA-standard systematic reviews, protocol development, or Risk of Bias assessment. | poemswe/ | 130 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 17 | 17.B1 VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and presents creative search strategies Supports… | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 18 | Structured peer review of manuscripts and grants. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~2.9k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 19 | A skill your agent uses to select and apply the correct EQUATOR reporting guideline for a Lancet manuscript — CONSORT for RCTs (with the mandatory flow diagram), STROBE for observational studies… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 20 | A skill your agent uses to select and enforce the correct EQUATOR reporting guideline for a clinical study — CONSORT for RCTs (with the participant flow diagram), STROBE for observational, PRISMA… | franklee16/ | 223 | 1 repo | ~993 | Automated safety check: Pass | No licence | 23 days ago |
| 21 | A skill your agent uses when designing and documenting the systematic literature search for a Psychological Bulletin review or meta-analysis — databases, search strings, grey literature… | franklee16/ | 223 | 1 repo | ~908 | Automated safety check: Pass | No licence | 23 days ago |
| 22 | Turns your protocol and analysis workflow into publication-ready Methods text. | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 23 | Plan and manage systematic literature reviews with Parsifal platform | wentorai/ | 298 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 24 | Scoping review methodology for broad evidence mapping. An agent skill from wentorai/research-plugins. | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 25 | Tools and pipelines for automating systematic literature reviews | wentorai/ | 298 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 26 | Systematic review methodology with PRISMA and evidence synthesis | wentorai/ | 298 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 27 | Construct rigorous systematic search strategies for literature reviews | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 28 | Conducting systematic, scoping, and narrative literature reviews. | jaechang-hits/ | 374 | — | ~4.1k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 29 | Orchestrates a systematic review and meta-analysis workflow following PRISMA 2020 guidelines, from protocol development through multi-database search, screening, data extraction, and evidence… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 30 | A skill your agent uses when designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis. | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 31 | A skill your agent uses when settling coding reliability, open materials, PRISMA/MARS reporting, and a reproducible meta-analysis for a Review of Educational Research (RER) manuscript. | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 32 | Conduct a structured literature review on a given topic by defining a search strategy, applying inclusion and exclusion criteria, extracting key findings, and synthesizing results into a coherent… | seb1n/ | 206 | — | ~2.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 33 | A skill your agent uses when deciding which jama- sub-skill to invoke next, or when sequencing a clinical manuscript from scope check through revision for JAMA (Journal of the American Medical… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 34 | 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 |
