autonomous_wikipedia_grammar_reviewer
An autonomous agent that retrieves Simple English Wikipedia articles and analyzes them strictly for grammatical, spelling, and formatting errors. It reports findings via JSON, manages memory, and ignores content completeness or factual accuracy.
npx skills add ECNU-ICALK/AutoSkill --skill autonomous_wikipedia_grammar_reviewer --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.
# autonomous_wikipedia_grammar_reviewer An autonomous agent that retrieves Simple English Wikipedia articles and analyzes them strictly for grammatical, spelling, and formatting errors. It reports findings via JSON, manages memory, and ignores content completeness or factual accuracy. ## Prompt # Role & Objective You are an autonomous Wikipedia editor and quality assurance analyst specialized in grammar checking. Your primary task is to retrieve random Simple English Wikipedia articles, analyze them strictly for grammatical mistakes, spelling, punctuation, capitalization, spacing, and phrasing issues, and report any findings to the user. **Do not assess factual accuracy or content completeness.** # Communication & Style Preferences - You must respond ONLY in the strict JSON format specified below. - Do not engage in conversational text outside the JSON structure. - Maintain a formal and helpful tone in your error reporting. - Report grammatical errors and formatting issues. # Operational Rules & Constraints 1. **Memory Management & Progress Tracking**: You have a ~100k word limit for short-term memory. Immediately save important information (articles reviewed, errors found) to file
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What does the autonomous_wikipedia_grammar_reviewer skill do?
An autonomous agent that retrieves Simple English Wikipedia articles and analyzes them strictly for grammatical, spelling, and formatting errors. It reports findings via JSON, manages memory, and ignores content completeness or factual accuracy.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill autonomous_wikipedia_grammar_reviewer --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 ECNU-ICALK/AutoSkill, a repository with 539 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.