Commres workflow
Skill brycewang-stanford/Awesome-Journal-Skills/Communication-Research-Skills/skills/commres-workflow
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill commres-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
Copied from the file, not written here
Use as the entry point for any Communication Research (CR) manuscript. Routes to the right CR sub-skill based on lifecycle stage and study type (experiment, survey/panel, or content analysis). It dispatches; it does not draft content.
SKILL.md
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CR Workflow Router (commres-workflow)
The orchestrator for a Communication Research (CR) submission. CR is SAGE's quantitative, social-scientific communication journal — predominantly hypothesis-testing experiments and surveys with rigorous measurement and explicit theory. The router's first job is to confirm the paper is theory-driven and quantitatively identified, then send the user to the matching skill.
When to trigger
- Starting a new CR paper and unsure where to begin
- Mid-project and unsure which skill applies next
- Deciding whether the study type (experiment / survey-panel / content analysis) is CR-shaped
- Returning with a decision letter (route to
commres-rebuttal)
First question: is this a quantitative, theory-testing communication paper?
| Situation | Read | Route to |
|---|---|---|
| Hypothesis-driven experiment or survey, measured constructs | core CR fit | normal pipeline below |
| Computational/text-as-data with hypothesis tests on communication processes | in scope if theory-led | pipeline; emphasize measurement validation |
| Mostly qualitative / interpretive / critical | likely off-fit | re-route to Journal of Communication / New Media & Society before polishing |
| Method/measurement paper for its own sake | off-fit | Communication Methods and Measures |
CR is not multi-paradigm. If the contribution is interpretive or a platform description, the generalist or digital-media siblings fit better — decide this before investing in the pipeline.
Routing map (stage → skill)
Idea / fit? → commres-topic-selection
Where does it sit in the field? → commres-literature-positioning
What are the hypotheses & mechanism? → commres-theory-building
Is the design causally defensible? → commres-research-design
Are the analyses sound? → commres-data-analysis
Are the exhibits clear? → commres-tables-figures
Does it read as social science? → commres-writing-style
Data, code & open practices? → commres-transparency-and-data
How will it be judged? → commres-review-process
Ready to submit? → commres-submission
Got an R&R / decision? → commres-rebuttal
Default order
topic-selection → literature-positioning → theory-building → research-design → data-analysis → tables-figures → writing-style → transparency-and-data → review-process → submission → rebuttal
Iterate: most CR papers loop theory ↔ design ↔ measurement several times before writing-style. If the
design is prospective, route to commres-transparency-and-data early to preregister.
Anti-patterns
- Treating CR like a generalist or qualitative outlet — CR judges quantitative, theory-testing work
- A bare effect with no mechanism (mediation/moderation) — CR rewards process, not main effects alone
- Content analysis without reported intercoder reliability
- Causal language on a single cross-sectional survey
- Leaving the data-availability statement and reproducibility materials until acceptance
Router pass for Communication Research
Treat this skill as an executable review pass, not a prose hint. First lock the communication process, the measured constructs, the study design, and the inferential claim; then judge whether the manuscript answers CR's real reader: a quantitatively trained communication scientist who weighs theory, measurement validity, identification, and effect interpretation.
- Do the pass: Run the pack as a sequence — fit gate, theory/measurement gate, identification gate, evidence gate, transparency gate, output contract; stop when a gate lacks evidence.
- Return a ledger: give
claim / evidence / risk / manuscript locationrows so the next agent edits rather than rediscovers the issue. - Sibling guard: Journal of Communication (ICA flagship, all-paradigm), Human Communication Research (interpersonal/HCR), New Media & Society (digital, more qualitative). If a sibling owns the contribution, recommend re-routing before polishing format.
- Stop condition: do not give submission-ready advice until
resources/official-source-map.mdhas been checked for volatile rules and the manuscript has one concrete fix for the largest venue-specific risk.
Output format
【Stage】idea / positioning / theory / design / analysis / exhibits / writing / transparency / review / submit / rebut
【Study type】experiment / survey-panel / content analysis / computational
【Route to】commres-<skill>
【Why】one line
【Then】the next skill after that
Supplementary resources
../../resources/external_tools.md— communication data + software by method../../resources/official-source-map.md— official CR/SAGE URLs behind every fact in this pack