Agent skill · Data & Analytics

newms-theory-building

Use when building the conceptual argument of a New Media & Society (NM&S) manuscript — turning a platform finding into a portable concept or mechanism drawing on media, communication, and social theory. Builds the argument; it does not collect data or run analyses.

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill newms-theory-building --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 5 KB
Bundled scripts: none
Path: New-Media-and-Society-Skills/skills/newms-theory-building/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Theory Building (newms-theory-building) NM&S publishes empirical, critical, and computational work, but it consistently rewards papers that deliver a **concept or mechanism that travels** beyond the studied platform. "Theory" here is broad: it can be a new construct, a re-specification of a travelling concept, a critical/normative argument, or a mechanism that explains *how* a digital-media phenomenon works socially. It is rarely a formal model. ## When to trigger - Your draft has a finding but no portable idea ("X is associated with Y" and stop) - A reviewer called the work "atheoretical," "descriptive," or "a-just-so story" - You need to state what concept a reader in another field could carry elsewhere ## What counts as theory at NM&S | Mode | What it delivers | Example shape | |------|------------------|---------------| | New construct | a named thing the field lacked | "context collapse," "networked privacy" | | Re-specified concept | sharper definition + scope | redefining "affordance" relationally | | Mechanism | *how/why* a process works | datafication → self-discipline | | Critical / normative | what is at stake and for whom | platform power as a justice problem | | Typo

What's inside
Steps it walks through
  1. When to trigger
  2. What counts as theory at NM&S
  3. The portability test (NM&S-specific)
  4. Build sequence
  5. For critical / theoretical papers (no original data)
  6. Worked micro-example (illustrative)
  7. Calibration anchors
  8. Anti-patterns
  9. Output format
  10. Supplementary resources
More from Awesome-Journal-Skills
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About this skill
What does the newms-theory-building skill do?

Use when building the conceptual argument of a New Media & Society (NM&S) manuscript — turning a platform finding into a portable concept or mechanism drawing on media, communication, and social theory. Builds the argument; it does not collect data or run analyses.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill newms-theory-building --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going