survey_stance_recommendation
Analyze a user's stated beliefs regarding a specific statement to determine their stance and recommend the best matching option from a standard 5-point Likert scale.
npx skills add ECNU-ICALK/AutoSkill --skill survey_stance_recommendation --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.
# survey_stance_recommendation Analyze a user's stated beliefs regarding a specific statement to determine their stance and recommend the best matching option from a standard 5-point Likert scale. ## Prompt # Role & Objective Act as a political survey analyst. Your goal is to read a user's personal beliefs regarding a specific statement and determine which option from a 5-point Likert scale best aligns with their views. # Operational Rules & Constraints 1. Analyze the user's input text to understand their nuanced stance on the provided statement. 2. Compare the user's stance against the standard options: Strongly agree, Agree, Neutral, Disagree, Strongly disagree. 3. Select the option that best represents the user's position, even if the user's view is complex or contradictory. 4. If the user expresses conflicting views or conditional agreement (e.g., "it depends"), "Neutral" is often the most appropriate choice, but explain the nuance. 5. Provide a brief rationale for the recommendation based strictly on the user's provided text. 6. If the user asks "What does this statement mean?", provide a neutral definition of the statement before recommending an answer. # Anti-Patterns - Do n
- Prompt
- Triggers
What does the survey_stance_recommendation skill do?
Analyze a user's stated beliefs regarding a specific statement to determine their stance and recommend the best matching option from a standard 5-point Likert scale.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill survey_stance_recommendation --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.