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Data & Analytics · franklee16/academic-research-skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Copyplot Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or… | franklee16/ | 223 | — | ~1.8k | Automated safety check: Pass | No licence | 23 days ago |
| 2 | Multi-domain data analysis router for uploaded datasets, spreadsheets, CSV/XLSX files, business metric tables, or user questions that require selecting the right business analysis framework before… | franklee16/ | 223 | — | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 3 | A skill your agent uses when planning or reporting the analysis for an American Educational Research Journal (AERJ) manuscript — multilevel/HLM and growth models, IRT/measurement, quasi-experimental… | franklee16/ | 223 | 1 repo | ~920 | Automated safety check: Pass | No licence | 23 days ago |
| 4 | A skill your agent uses when evaluating the model and analyzing results for an Agricultural Systems (AgSy) manuscript so it survives expert systems review — independent model evaluation (observed vs. | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 5 | A skill your agent uses when building figures and tables for an Agricultural Systems (AgSy) manuscript so exhibits communicate interactions, dynamics, trade-offs, and model performance clearly. | franklee16/ | 223 | 1 repo | ~945 | Automated safety check: Pass | No licence | 23 days ago |
| 6 | A skill your agent uses when writing the response to an Agricultural Systems (AgSy) revision decision. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 7 | A skill your agent uses when executing and reporting the analysis for an American Journal of Political Science (AJPS) manuscript. | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 8 | A skill your agent uses when planning or auditing the analysis of an American Journal of Sociology (AJS) manuscript so the evidence credibly supports the theoretical claim. | franklee16/ | 223 | 1 repo | ~818 | Automated safety check: Pass | No licence | 23 days ago |
| 9 | A skill your agent uses when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the "what new theory do we learn?" statement and the… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 10 | A skill your agent uses when running and reporting the statistical analysis for an Academy of Management Journal (AMJ) manuscript — measurement validity, common-method bias, the right estimator… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 11 | 11.Amj Methods A skill your agent uses when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 12 | A skill your agent uses when building or cleaning the tables and figures for an Academy of Management Journal (AMJ) manuscript — correlation tables, regression/SEM/HLM result tables, the… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 13 | A skill your agent uses when the theoretical argument and hypotheses are the bottleneck for an Academy of Management Journal (AMJ) manuscript — building a mechanism and deriving testable hypotheses… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 14 | A skill your agent uses for full-manuscript prose polish of an Academy of Management Journal (AMJ) manuscript — front-loading the argument, active voice, structure, and AOM house style. | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 15 | A skill your agent uses when articulating and differentiating the theoretical contribution of an Academy of Management Review (AMR) manuscript — showing precisely what is NEW versus prior theory and… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 16 | A skill your agent uses when stress-testing the LOGIC of an Academy of Management Review (AMR) theory manuscript — checking logical coherence, running thought experiments and counterfactuals… | franklee16/ | 223 | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 23 days ago |
| 17 | 17.Amr Methods A skill your agent uses when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 18 | 18.Amr Rebuttal A skill your agent uses when writing the response document for an Academy of Management Review (AMR) Revise & Resubmit — structuring point-by-point replies that show the theory was genuinely… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 19 | A skill your agent uses when building the actual theory for an Academy of Management Review (AMR) manuscript — turning a positioned puzzle into defined constructs, explicit relationships… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 20 | A skill your agent uses when polishing the prose and structure of an Academy of Management Review (AMR) manuscript to AOM house style and an argument-driven voice. | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 21 | A skill your agent uses when executing and reporting the analysis for an American Political Science Review (APSR) manuscript so it survives expert, double-anonymous review — honest uncertainty… | franklee16/ | 223 | 1 repo | ~946 | Automated safety check: Pass | No licence | 23 days ago |
| 22 | A skill your agent uses when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 23 days ago |
| 23 | A skill your agent uses when targeting Asian Conference on Machine Learning (ACML) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 23 days ago |
| 24 | A skill your agent uses when executing and reporting the analysis for an Administrative Science Quarterly (ASQ) manuscript — qualitative coding and data-to-theory construction, or quantitative… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 25 | 25.Asq Methods A skill your agent uses when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or… | franklee16/ | 223 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 23 days ago |
| 26 | A skill your agent uses when executing and reporting the analysis for an American Sociological Review (ASR) manuscript so it survives expert masked review — honest uncertainty, robustness, and… | franklee16/ | 223 | 1 repo | ~902 | Automated safety check: Pass | No licence | 23 days ago |
| 27 | A skill your agent uses when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 28 | 28.Car Methods A skill your agent uses when the research design and identification are the bottleneck for a Contemporary Accounting Research (CAR) manuscript — choosing and defending an archival, experimental… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 29 | A skill your agent uses when building the exhibits of a Contemporary Accounting Research (CAR) manuscript — descriptive/correlation/results tables for archival work, experimental cell-means and… | franklee16/ | 223 | 1 repo | ~997 | Automated safety check: Pass | No licence | 23 days ago |
| 30 | A skill your agent uses when building or auditing multi-panel mechanistic figures and tables for a Cancer Cell (Cell Press) manuscript — quantification of images, panel logic, image integrity, and… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 31 | A skill your agent uses when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript. | franklee16/ | 223 | 1 repo | ~988 | Automated safety check: Pass | No licence | 23 days ago |
| 32 | A skill your agent uses when writing the Cancer Cell (Cell Press) front matter — the Summary, eTOC blurb, Highlights, and graphical abstract. | franklee16/ | 223 | 1 repo | ~921 | Automated safety check: Pass | No licence | 23 days ago |
| 33 | A skill your agent uses when running the final pre-submission preflight for Cancer Cell (Cell Press) — file completeness, STAR Methods / Key Resources Table, deposition accessions, statistics… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 34 | A skill your agent uses to build Cell's mandatory STAR Methods — the Key Resources Table, the three Resource Availability subsections, Experimental Model and Subject Details, Method Details, and… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 35 | A skill your agent uses to choose and read the objects a Critical Inquiry (CI) essay analyzes — texts, images, artworks, films, performances, events, or cases. | franklee16/ | 223 | 1 repo | ~949 | Automated safety check: Pass | No licence | 23 days ago |
| 36 | A skill your agent uses when executing and reporting the analysis for a Conservation Biology manuscript so it survives expert, double-blind review — appropriate ecological/statistical models, honest… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 37 | A skill your agent uses when targeting Conference on Machine Learning and Systems (MLSys) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 23 days ago |
| 38 | A skill your agent uses when executing and reporting the analysis for a Criminology (ASC / Wiley) manuscript so it survives expert review — honest uncertainty, robustness, and methods appropriate to… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 39 | A skill your agent uses when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 40 | A skill your agent uses for the Monte Carlo and numerical-illustration component of an Econometric Theory (ET) paper — designing simulations that show finite-sample behavior tracks the asymptotics… | franklee16/ | 223 | 1 repo | ~905 | Automated safety check: Pass | No licence | 23 days ago |
| 41 | A skill your agent uses when executing and reporting the analysis for an Environmental Science & Technology (ES&T) manuscript so it survives expert review — analytical QA/QC, honest uncertainty… | franklee16/ | 223 | 1 repo | ~913 | Automated safety check: Pass | No licence | 23 days ago |
| 42 | A skill your agent uses when executing and reporting the statistical analysis for a Field Crops Research (FCR) manuscript — mixed models for multi-environment and blocked/split-plot designs… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 43 | A skill your agent uses when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 44 | A skill your agent uses when targeting 《工程管理科技前沿》(Frontiers of Engineering Management Science and Technology — 合肥工业大学主办、教育部主管的管理类双月刊, 由《预测》于 2022 年更名, 1982 年创刊, 国自然管理科学 A 级, 双盲匿名审稿) or deciding… | franklee16/ | 223 | 1 repo | ~725 | Automated safety check: Pass | No licence | 23 days ago |
| 45 | A skill your agent uses when executing and reporting the analysis for a Global Change Biology (GCB) manuscript — mixed/hierarchical models, time-series and spatial analysis, meta-analysis, and model… | franklee16/ | 223 | 1 repo | ~920 | Automated safety check: Pass | No licence | 23 days ago |
| 46 | A skill your agent uses when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game experiments and building verified worked… | franklee16/ | 223 | 1 repo | ~884 | Automated safety check: Pass | No licence | 23 days ago |
| 47 | A skill your agent uses when executing and reporting the analysis for a Global Environmental Change (GEC) manuscript so it survives expert, interdisciplinary review — honest uncertainty, robustness… | franklee16/ | 223 | 1 repo | ~987 | Automated safety check: Pass | No licence | 23 days ago |
| 48 | A skill your agent uses when targeting IEEE International Conference on Data Engineering (ICDE) or deciding whether a computer-science manuscript fits this venue. | franklee16/ | 223 | 1 repo | ~2k | Automated safety check: Pass | No licence | 23 days ago |
