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Executes the /clarify phase using AskUserQuestion tool to resolve ambiguities through structured questions (≤3), priorit...
Resolve [NEEDS CLARIFICATION] markers in specs with structured options
Improve unclear UX copy, error messages, microcopy, labels, and instructions to make interfaces easier to understand. Us...
Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and...
Identify and resolve ambiguities in feature specifications. Use when spec has unclear requirements. Triggers on: clarify...
Port of .claude/commands/clarify.md for Codex.
Intensive requirement clarification using structured AskUserQuestion workflow. Gathers MUST_HAVE (blocking) and NICE_TO_...
요구사항 명확화 스킬. 모호한 요청을 구체적인 스펙으로 변환. Plan Mode 진입 전 사용.
AERA: local-first workstation for quantitative research, visualization, and backtesting.
[CLASSIFY:scope|small/medium/large]=>[ADJUST:workflow-depth]
Determine if this is a small task, medium feature, or full product. Adjusts workflow depth accordingly.
澄清用户意图的 Skill。当用户给出模糊想法、需要脑暴、需要讨论设计时触发。触发词:帮我想想、我想做、讨论一下、澄清、clarify。
AKTIVIERT SICH AUTOMATISCH bei vagen Auftraegen. LIEBER EINMAL ZU OFT NACHFRAGEN als falsch implementieren. Erkennungsm...
Identify and resolve ambiguities in specifications through structured questioning. Use when specification has [NEEDS CLA...
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before enterin...
Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+...
Detect and analyze geometric clashes between BIM elements. Identify hard clashes, soft clashes, and workflow conflicts u...
You are a coding standards expert specializing in class based state management.
Python class design conventions for this codebase. Apply when writing or reviewing classes including interfaces, inherit...
Generate class diagrams showing classes, interfaces, inheritance, and composition
Organize class members in standard order, separate classes with blank lines, and maintain one-class-per-file structure....
PHP/Laravel code simplification and refactoring specialist. Use when the user wants to refactor, simplify, or improve PH...
Check what's playing on WRHV 88.7 FM (Classical WMHT), fetch recent tracks, build playlist reports, search for pieces, a...
Classical mechanics from kinematics through rotational dynamics and oscillations. Covers 1D/2D/3D motion, Newton's three...
Quick classifier training with automatic model selection, hyperparameter tuning, and comprehensive evaluation metrics.
Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
Analyzes task descriptions and classifies them into categories for agent selection
Assign labels or categories to items based on characteristics. Use when categorizing entities, tagging content, identify...
Classify a product to its HTS (Harmonized Tariff Schedule) code with real-world validation from 1.9M customs transaction...
Classify speleothem anomalies as seismic, climatic, volcanic, or compound events. Use when discriminating earthquake sig...
Interview the user to classify each SLT by lesson type and build up lesson type heuristics.
Anthropic Claude AI models for analysis and coding. Use for AI assistants.
Advanced tool use patterns including tool search, programmatic calling, and production orchestration. Use when scaling t...
Build AI agents using the Claude Agent SDK. Covers query functions, ClaudeSDKClient, custom tools, MCP servers, hooks, p...
Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with plugins syst...