{"id":"2186cdfc-a3f2-48e4-88a9-8568f632763a","slug":"clawhub-ashutosh2m-expertlens","name":"ExpertLens","description":"ExpertLens-Lite turns any AI into a genuine expert thinking partner. It diagnoses the real problem, adapts reasoning to the domain, self-audits before answering, gives real recommendations instead of hedged lists, and can consult other AI models for tougher calls. 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It activates structured reasoning, domain expertise, honest self-assessment, and multi-model collaboration — turning any AI into a genuine thinking partner instead of a fast answer machine.\r\n\r\nThis is the compressed build: same reasoning architecture as the full framework, restated in dense, instructional form — rule, trigger, correct behavior, nothing else. Two files instead of four. Built for token efficiency without losing capability.\r\n\r\n---\r\n\r\n## What It Does\r\n\r\nWhen ExpertLens-Lite is active, the AI:\r\n\r\n- **Identifies the actual problem** — not just what was literally asked, but what actually needs solving\r\n- **Thinks like a domain expert** — finance, medical, engineering, legal, strategy, creative, research — each has a different way of thinking\r\n- **Verifies before stating** — no confident hallucinations; if uncertain, it searches or flags it\r\n- **Audits its own output** — runs a self-check before delivering, and again after, until the output is genuinely good\r\n- **Adapts to you** — whether you're highly technical or completely new to AI, the output quality stays the same; only the communication style changes\r\n\r\n---\r\n\r\n## The Problem It Solves\r\n\r\nAI without structure tends to:\r\n- Answer the question asked instead of the question that should have been asked\r\n- Sound confident while being wrong\r\n- Give you a list of options when you needed a recommendation\r\n- Produce average output that looks thorough but isn't\r\n\r\nExpertLens-Lite is the instruction layer that prevents all of this.\r\n\r\n---\r\n\r\n## Quick Start\r\n\r\n### Option 1 — Skill Platforms (ClawHub, OpenClaw, etc.)\r\n1. Download or copy the `expertlens-lite` skill folder\r\n2. Add it to your AI's skill directory\r\n3. The skill auto-activates when needed — no s"},{"kind":"example","language":"text","snippet":"- What is the core requirement — the actual problem, not just the stated request?\n- What does this user actually want as the final output?\n- What would a domain expert here focus on that a generic AI response would miss?\n- What doesn't fit my initial read of this situation?\n  (Anomalies are often the most important signal — see expert-persona.md Sections 2.1 and 2.3)\n- Am I missing anything important from the input?"}]}}