swing-options
Generate probability-weighted alternative options that challenge default thinking. Forces unconventional alternatives and exposes hidden assumptions behind the "obvious" choice. For decision-point analysis, NOT full design exploration. Triggers on "대안", "alternatives", "옵션 뽑아", "options", "어떤 방법이", "아이디어", "다른 방법", "선택지".
npx skills add majiayu000/claude-skill-registry --skill swing-options-thestack-ai-swing-skills --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.
# Creativity Sampler Probability-weighted option generator that fights typicality bias and surfaces unconventional alternatives. The core value is **exposing hidden assumptions** behind the "obvious" choice. > Addresses the cognitive failure of **Anchoring Bias** — AI defaults to the first or most obvious solution without exploring the full decision space, causing users to miss superior alternatives they never considered. ## Rules (Absolute) 1. **Generate exactly 5 options by default.** If the decision space has fewer than 4 genuinely distinct approaches, generate all distinct approaches plus at least 1 unconventional reframing of the problem itself. Never pad with trivially different variations of the same idea. If the user specifies a different count, respect it. 2. **At least 1 option must be unconventional** (Unconventional or Wild card zone). This is the whole point — surface ideas that would normally be suppressed. 3. **Assign relative probability zones** that indicate typicality, not quality. Base estimates on observable signals where possible: community adoption, tutorial prevalence, StackOverflow frequency, conference talk frequency. When precise probabilities cannot be gr
- Rules (Absolute)
- Process
- Step 1: Check Input Clarity
- Step 2: Frame the Decision Space
- Step 3: Generate Options (Distribution-First)
- Step 4: Analyze Each Option
- Step 5: Surface Hidden Assumptions
- Output Format
- Quality Calibration
- BAD Output (what to avoid)
- GOOD Output (what to aim for)
- When to Use
- When NOT to Use
- Integration Notes
What does the swing-options skill do?
Generate probability-weighted alternative options that challenge default thinking. Forces unconventional alternatives and exposes hidden assumptions behind the "obvious" choice. For decision-point analysis, NOT full design exploration. Triggers on "대안", "alternatives", "옵션 뽑아", "options", "어떤 방법이", "아이디어", "다른 방법", "선택지".
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill swing-options-thestack-ai-swing-skills --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 majiayu000/claude-skill-registry, a repository with 534 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.