From asr-skills
Prepares data documentation and transparency materials for American Sociological Review manuscripts under ASA data-sharing policy, including confidentiality and proprietary exemptions.
How this skill is triggered — by the user, by Claude, or both
Slash command
/asr-skills:asr-data-and-transparencyThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
ASR's transparency expectations follow the **ASA data-sharing policy**, which is a professional norm
ASR's transparency expectations follow the ASA data-sharing policy, which is a professional norm of availability — not (as at some journals) a mandatory, editor-run reproducibility check before publication. The right posture is: document thoroughly, share what you ethically can, and be explicit about confidentiality. Confirm the current supplementary-materials policy on the live page — this skill does not assert a verification step the policy does not state.
Because ASR spans the discipline's methodological range under one ASA ethics umbrella, the availability expectation lands differently on different evidence. This grid keeps the posture honest. Confirm specifics against the journal's current submission guidelines where mechanics are involved.
| Data type | Typically shareable | Restricted | Credibility documentation |
|---|---|---|---|
| Public-use survey | data + code | none | codebook + master script + pinned versions |
| Administrative | code + access path | raw records | enclave/DUA reference, construction log |
| In-depth interviews | coding scheme | identifiable transcripts | anonymized excerpt table, memo trail |
| Ethnographic fieldnotes | analytic memos | informant identities | composite-disclosure note, IRB conditions |
| Computational / scraped | code + seeds | TOS-restricted corpora | model/version log, label validation |
A comparative-historical paper on welfare-state formation draws on national archives plus a coded events dataset.
Shareable: the coded events table (N≈430), coding rules, replication script for the figures
Restricted: archival scans → cite finding aids + box/folder IDs instead
Credibility move: an evidence table maps each causal claim to ≥2 independent archival sources
Statement to editor: "Coded data + code deposited; archival images available to qualified
researchers via [repository] under its access terms."
The posture shares what supports the claims, documents provenance, and is explicit about what cannot be redistributed and why.
【Sharing posture】what can be shared (data / code / docs / synthetic) and what cannot, and why
【Documentation】README/codebook + provenance + (quant) seeds/pinned versions? [Y/N]
【Confidentiality】informant/participant protection handled? [Y/N]
【Prior appearance】any overlapping findings identified? [Y/N]
【Policy check】current ASR supplementary-materials policy confirmed? [Y/N/待核实]
【Next】asr-review-process
../../resources/external_tools.md — reproducibility tooling and controlled-access options (QDR)../../resources/official-source-map.md — ASA data-sharing policy and ethicsnpx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin asr-skillsDocuments data provenance, sharing, and confidentiality for AJS manuscripts. Helps prepare README/codebooks, transparency statements, and ethical sharing plans across quantitative, comparative-historical, and ethnographic work.
Prepares transparency, reporting, and data-availability materials for AERJ manuscripts, covering AERA reporting standards and data-sharing ethics.
Prepares data, materials, and transparency posture for SPQ manuscripts. Covers quantitative and qualitative transparency, confidentiality, and ASA data-sharing norms.