ai-coaching
Multi-turn conversational AI for intent extraction, clarification, and generation readiness detection. Guides users through articulating creative intent with structured parameter extraction.
npx skills add majiayu000/claude-skill-registry --skill ai-coaching-dadbodgeoff-drift --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.
# AI Coaching System Multi-turn conversational AI that guides users through articulating intent. ## When to Use This Skill - Building AI assistants that need to understand complex user intent - Need structured parameter extraction from conversation - Want to detect when user intent is ready for action - Implementing clarification flows for ambiguous input ## Core Concepts The coach helps users articulate WHAT they want, not HOW to achieve it. It extracts structured intent through conversation, tracks ambiguities, and signals readiness only after user confirmation. ``` User Input → Intent Parser → Schema Update → Readiness Check → Coach Response ``` ## Implementation ### Python ```python from dataclasses import dataclass, field from datetime import datetime from typing import Optional, List, Dict, Any from enum import Enum import re class ReadinessState(str, Enum): NOT_READY = "not_ready" NEEDS_CLARIFICATION = "needs_clarification" AWAITING_CONFIRMATION = "awaiting_confirmation" READY = "ready" @dataclass class AmbiguousAnnotation: text: str possible_intents: List[str] resolved: bool = False resolution: Optional[str] = None @dataclass class CreativeIntentSchema: """Structured repres
- When to Use This Skill
- Core Concepts
- Implementation
- Python
- TypeScript
- Usage Examples
- Best Practices
- Common Mistakes
- Related Patterns
What does the ai-coaching skill do?
Multi-turn conversational AI for intent extraction, clarification, and generation readiness detection. Guides users through articulating creative intent with structured parameter extraction.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill ai-coaching-dadbodgeoff-drift --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.