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cccskills

'scd' 검색 결과

105건 · 관련도순

Turns a theory into falsifiable, pre-registerable hypotheses, covering the DGP and DAG, identification, SATE versus PATE, counterfactual and directional framing, named estimands, justified SESOIs, the choice among NHST, equivalence, interval, and minimum-effect tests, scope conditions, and primary, secondary, and exploratory tiers. Use when the user asks to turn a research question or theory into hypotheses, whether a prediction is falsifiable, what the estimand is, or how to predict a null. Framing goes to narrative-building, the plan to pre-registration-writing.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

figures

무료

Designs publication figures for social-science manuscripts. Covers chart choice, axes and scales, color and accessibility, legend order, captions that carry the title, and script-based reproducibility. Use when making, revising, or critiquing a figure for a paper, such as a coefficient plot, small multiples, a distribution, a trend, a map, or a network. Finished figure sets go to figure-table-audit for end-stage QA.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Runs end-stage QA on a finished figure and table set. Checks callouts, numbering, and cross-references, whether numbers in the text match the exhibits, self-contained captions and statistical notes, accessibility and production quality, and links to the SI and replication package. Values that could only be read off an image are marked for author verification rather than estimated. Use when preparing a submission. Design guidance during drafting belongs to figures and tables.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Runs a deliberative two-model committee of GPT-6 Astra and Claude Opus under a selectable chair, Fable by default, with `/model-committee-astra`, `/model-committee-opus`, and `/model-committee-sol` selecting the others. Use when a consequential decision has several defensible options and two model families should propose, critique, revise, and cross-rank them against a predeclared rubric before converging, as in research design, interpretation, architecture, manuscript strategy, or evaluation design. Not for factual lookups, independent-coder reliability, brainstorming, routine implementation, or final professional judgment.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

diverge

무료

Generates 3-5 conceptually distinct approaches (Novel, Surprising, Diverse, Conventional) and holds for selection before implementing. Use before committing to an approach when a task has more than one non-obvious solution; --codex delegates the brainstorm to a fresh subagent.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

paper-tex

무료

Typeset a working paper or journal submission in house-style LaTeX from Markdown, Word, TeX, ODT, RTF, or HTML. Use to convert drafts, build PDFs, or prepare journal-specific spacing, limits, anonymization, disclosures, and citations.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Audits a manuscript's citations for fabricated or nonexistent sources, DOIs that resolve to a different work, mismatches between in-text citations and the reference list, APA 7 or journal style, and whether each source supports the claim it is attached to. Checks entries against Crossref, OpenAlex, and DataCite and labels anything it could not verify NOT CHECKED. Use to check citations, references, a .bib file, or DOIs, or when a source may be AI-invented. Figures and tables go to figure-table-audit.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Designs conjoint and factorial-vignette experiments, covering attribute architecture and randomization restrictions, effective-N power, treatment realism, the choice among AMCE, marginal-mean, and AMIE estimands, forced-choice versus rating designs, and PAP tiers. Use when the user is planning a conjoint, drafting or critiquing an attribute table, asking how many respondents or tasks are needed, whether to report AMCEs or marginal means, or how to test interactions. Reviewing an existing design goes to conjoint-diagnostics, cleaning the export to conjoint-cleaning.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Run a pre-submission manuscript audit covering argument, numerics, references, writing, figures, methods, preregistration, and replication readiness. Add --codex for a cross-model pass in which Codex and Claude review independently and verify each other's findings.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Turns a raw Qualtrics conjoint export into an analysis-ready long-format dataset, covering export settings, identifying the implementation, package or manual wide-to-long reshaping, choice-profile alignment, ratings, reference categories, pilot exclusion, and subgroup merges. Use when the user has a conjoint CSV to clean, reshape, or debug, cannot align choices with profiles, or asks what the data must look like before AMCE estimation. Design goes to conjoint-design, validity review to conjoint-diagnostics.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Designs survey instruments: question wording, scales and index reliability, flow and treatment placement, pretesting, attention and speeding rules, and sensitive questions. Use when writing or revising survey questions, choosing scales, ordering blocks, or planning a pilot.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Drafts or audits a scientific paper's introduction: real-world motivation, evidence audit, theory-to-if-then funnel with a named estimand, bridges across experiments, and calibrated contributions. Use to write, frame, or critique an introduction.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Turns dictated captures in a deliverable's inbox/ into a proposed planning-wiki diff, classifying and tracing each statement; decisions need the author's assent. Use to intake notes or process the inbox.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Run one consequential, contestable decision through a deliberative committee of GPT-6 Astra and Claude Opus, chaired by fable (default), astra, opus, or sol. Not for factual lookups, brainstorming, routine implementation, independent-coder reliability, or final professional judgment. Use when several options are defensible and the two model families should propose, critique, revise, and cross-rank under a predeclared rubric.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Reviews a whole deliverable against its manifest without rewriting it — deterministic gate, per-section finders, a whole-work pass, and adjudicated findings.json and report.md with honest coverage. Use before shipping a deliverable or for the night shift.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Designs multi-country survey experiments: case selection, localization and TRAPD translation, stimulus calibration, per-country power, and pooled versus per-country analysis with measurement-equivalence checks. Use when fielding the same experiment in several countries.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Reviews an existing conjoint study for threats to inference and returns severity-ranked findings on design, estimation, measurement error, external validity, and interpretation. Use when checking whether a conjoint design or analysis holds up, or answering referee comments on one.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Orchestrate complex work from an active gpt-6-astra or gpt-6.1-sol Codex session. The detected lead owns decomposition, integration, and verification; Astra keeps the hardest reasoning in the lead, while Sol escalates unusually difficult units to Astra. Both route bounded work to Sol at medium effort, mechanical work to Luna, and can use a cross-vendor Claude peer. Not for routine single-context work. Use when the user explicitly asks to orchestrate, delegate, fan out, parallelize, assign subagents, obtain independent checks, or have Codex act as tech lead.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Turns a raw Qualtrics conjoint export into analysis-ready long-format data: implementation identification, reshaping, choice-profile alignment, reference categories, and pilot exclusion. Use when a conjoint CSV needs cleaning, reshaping, or debugging before AMCE estimation.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Audit a methods section against a 45-item checklist drawn from the APSA Experimental Section rubric, JARS-Quant, CONSORT, and DA-RT. Use before submission or archiving, or to document a pre-analysis-plan deviation.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Audit a manuscript's citations for fabricated sources, DOIs that resolve to the wrong work, in-text and reference-list mismatches, style, and claim support, verified against Crossref and OpenAlex. Use to check citations, references, a .bib file, or DOIs.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Builds or audits a literature review: evidence map, closest prior work, gap verdict, and synthesis plan. Use to check whether a contribution is novel, map what a literature establishes, or organize a review; systematic reviews get a protocol scaffold.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Organize an author's response to peer review: extract every referee point, order the revision by dependency, flag possible pushbacks, and build the response-letter skeleton the author fills in. Use for revise-and-resubmit planning, response letters, or checking every point was answered.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트

Designs and diagnoses list experiments (the item count technique): whether indirect measurement is warranted, control-list construction, design variants, estimators and assumption tests in the list package, and power. Use when measuring a sensitive item or debugging an implausible prevalence estimate.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

scdenney/open-science-skills692026년 10월 20일 업데이트