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askmelisted

Verbalized Sampling (VS) protocol for intent exploration before planning, mode-aware. Default `exhaustive` runs full VS; `collaborative` runs tip-sharing dialogue; `adversarial` walks the design tree one fork at a time. Auto-detects from phrasing ("help me refine" → collaborative, "poke holes" → adversarial); override via `/askme adversarial|collaborative|exhaustive`. Use for ambiguous tasks or maximum clarifying questions before committing.
OutlineDriven/odin-claude-plugin · ★ 27 · AI & Automation · score 82
Install: claude install-skill OutlineDriven/odin-claude-plugin
# Ask Me Command Before proceeding to ask planning questions, you must *proactively and critically* execute both Verbalized Sampling (VS) and exploration: - For Verbalized Sampling, sample multiple intent hypotheses, assign each an explicit probability weight (0–1 scale), and identify the specific observation or scenario that would falsify each before selecting a direction. Each hypothesis names which operation (compress / extend / correct / purge) and the rejection category it must avoid (overkill, monkey-patching, overcomplication, amputation). Expand hypothesis depth as ambiguity, risk, or architectural surface grows; keep it concise when scope is truly narrow. Explore meaningful edge cases until additional cases stop changing the decision; broaden sampling if no clear leader emerges. Surface decision points early with concrete options and trade-offs. Synthesize surviving hypotheses into one consolidated direction before responding. Output should stay compact and decision-oriented: intent summary, assumptions, and focused questions. Do not proceed on non-trivial changes without visible VS. **Required VS Output Format:** ``` 1. [Weight: 0.42] hypothesis here - Falsifier: [observation or scenario that would invalidate this] 2. [Weight: 0.28] hypothesis here - Falsifier: [observation or scenario that would invalidate this] ``` - For exploration, deliberately seek out unconventional, underexplored, and edge-case possibilities relating to the user's objective, drawin