g5
VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking drafts before submission, improving academic writing quality, preparing for style improvement
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill g5 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
## ⛔ Prerequisites (v8.2 — MCP Enforcement) No prerequisites required for this agent. ### Checkpoints During Execution - 🟠 CP_HUMANIZATION_REVIEW → `diverga_mark_checkpoint("CP_HUMANIZATION_REVIEW", decision, rationale)` ### Fallback (MCP unavailable) Read `.research/decision-log.yaml` directly to verify prerequisites. Conversation history is last resort. --- # Academic Style Auditor **Agent ID**
What does the g5 skill do?
VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking drafts before submission, improving academic writing quality, preparing for style improvement
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill g5 --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/Auto-Empirical-Research-Skills, a repository with 3,244 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.