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SkillsMP 已收集 scdenney/open-science-skills 中的 84 个 Skill。打开任一 Skill 可查看来源和详情。
scdenney/open-science-skills已展示 40 / 84 个已收集 Skill。
Drafts or audits the introduction and framing of a scientific paper — the motivating real-world "why", the evidence audit, the funnel from theory to a falsifiable if-then with a named estimand, bridges between multiple experiments, and a contribution list…
原文语言：英语
Designs and formats publication-quality figures for social-science manuscripts — chart type, scales, color, legend order, self-contained captions, and script-based reproducibility. Use when the user is making, revising, or critiquing a figure for a paper — a…
原文语言：英语
Builds or audits a literature review — evidence map, closest prior work, source clusters, gap verdict, and a synthesis plan that feeds the introduction. Use when the user asks whether a contribution is novel, who else has studied a question, what the…
原文语言：英语
Typeset a working paper or journal submission in house-style LaTeX from any draft — Markdown, Word (.docx), TeX, ODT, RTF, or HTML. Convert with pandoc, wrap in an EB Garamond template, build the PDF with latexmk, and prepare for a specific journal (spacing,…
原文语言：英语
Designs and formats publication-quality tables for social-science manuscripts — column order, row grouping and panels, decimal precision, standard-error versus confidence-interval conventions, self-contained titles and notes, and code-generated output. Use…
原文语言：英语
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
原文语言：英语
LLM council/panel voting — multi-model coders, consensus rules, inter-rater agreement (kappa, alpha), correlated-error diagnostics.
原文语言：英语
LLM-based text classification. Codebook, validation, agreement statistics.
原文语言：英语
Compare OCR systems before committing to a bulk run. Covers the candidate set, stratified ground truth, CER/WER scoring, normalization decisions, and per-language and per-stratum accuracy. Use as the selection gate before vlm-ocr-pipeline, whenever the…
原文语言：英语
VLM-based OCR pipeline. Model selection, prompts, architecture, evaluation.
原文语言：英语
Delegate creative divergence to Codex (GPT-5.6 "Sol" at xhigh effort). Codex generates 3-5 conceptually distinct approaches before any implementation; Claude presents them for selection, then has Codex implement the chosen one. Cross-model…
原文语言：英语
Cross-model adversarial pre-submission audit. Claude and Codex independently apply the paper-review-lite specification, then each cross-checks the other's findings; surviving issues are annotated by confidence.
原文语言：英语
Design and diagnose list experiments (item count technique).
原文语言：英语
Fact-check a manuscript's claims against the cited sources themselves. Locate each source's knowledge-base Markdown file and verify the in-text claim is actually supported. Runs a pre-flight gate that refuses unless a per-source Markdown knowledge base exists…
原文语言：英语
Draft a senior peer-review report on a social-science manuscript.
原文语言：英语
Pre-submission audit. Argument, numerics, refs, writing, figures, replication.
原文语言：英语
Before implementing, generate 3-5 conceptually distinct approaches labeled by creativity dimension (Novel, Surprising, Diverse, Conventional), then hold for selection. Brainstorm-then-select to resist defaulting to the most obvious solution.
原文语言：英语
Plan a research project as a decision map that outlives any single session — a destination (a defensible, pre-registerable design) reached by resolving decision tickets of four kinds, one at a time. Adapted for research from Matt Pocock's wayfinder. The map…
原文语言：英语
Run the standalone presubmit CLI. Adversarial 30+ stage peer-review pipeline.
原文语言：英语
Scaffold or audit a social-science replication package at a target directory. Generates folder structure, README, master.R, figure/table crosswalk, codebook template, LICENSE placeholder, .gitignore, and pre-release checklist. Adapted from Yusaku Horiuchi's…
原文语言：英语
Scaffold or audit a social-science replication package at a target directory. Generates folder structure, README, master.R, figure/table crosswalk, codebook template, LICENSE placeholder, .gitignore, and pre-release checklist. Adapted from Yusaku Horiuchi's…
原文语言：英语
Design conjoint experiments. Attributes, power, AMCE/AMIE estimation.
原文语言：英语
Design cross-national survey experiments. Power, equivalence, localization.
原文语言：英语
Build falsifiable causal hypotheses. DAGs, FPCI, equivalence testing.
原文语言：英语
Clean post-OCR text. Correction, QA, multilingual handling, provenance.
原文语言：英语
Write pre-analysis plans. PAP structure, registry, analysis strategy.
原文语言：英语
Design survey instruments. Questions, scales, flow, social desirability.
原文语言：英语
Structural topic modeling. STM spec, topic count, coherence-exclusivity.
原文语言：英语
Audit citation existence and fabrication risk, in-text/reference parity, DOIs, claim support, and style.
原文语言：英语
Clean and reshape Qualtrics conjoint exports to analysis-ready long format.
原文语言：英语
Audit manuscript and replication package against FAIR open-science principles.
原文语言：英语
Audit figures, tables, captions, cross-references, and statistical notes.
原文语言：英语
Design and format publication-quality figures. Use for chart choice, color, scales, legends, captions, accessibility, and reproducible figure workflows.
原文语言：英语
Build or audit a literature review. Use for evidence maps, gap analysis, contribution checks, source verification, and synthesis planning.
原文语言：英语
Write pre-analysis plans and preregistrations. Use for PAP structure, registry requirements, estimands, analysis strategy, exclusions, and deviation planning.
原文语言：英语
Design survey instruments. Use for question wording, scales, flow, pretesting, respondent burden, and social-desirability mitigation.
原文语言：英语
Design and format publication-quality tables. Use for column order, row grouping, notes, statistical precision, accessibility, and reproducibility.
原文语言：英语
Design and diagnose structural topic models. Use for STM specification, topic-count selection, coherence-exclusivity tradeoffs, validation, and interpretation.
原文语言：英语
Audit citation existence and fabrication risk, in-text/reference parity, DOIs, claim support, and style.
原文语言：英语
Clean and reshape Qualtrics conjoint exports to analysis-ready long format.
原文语言：英语