GitHub
ai-evaluation-verification
Retain epistemic control by validating AI outputs against logic, first principles, and reality. Detect confident nonsense, false completeness, and category errors.
☆ 0查看技能
content media llm ai AI 技能
发现 content media llm ai 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: content media llm ai
content media llm ai 清除筛选
全部技能
GitHub
ai-system-literacy
Build accurate mental models of AI behavior: understand context windows, probabilistic generation, hallucination causes, and predict failure modes before they occur.
☆ 0查看技能
GitHub
ai-reasoning-scaffolds
Use AI as a thinking partner by injecting checklists, reasoning trees, critique loops, and stepwise logic. Delegate sub-reasoning without losing coherence.
☆ 0查看技能
GitHub
ai-strategic-fluency
Use AI to reshape strategic decisions, not just execution. Identify where AI creates competitive advantage, shifts constraints, and enables new business models.
☆ 0查看技能
GitHub
ai-cognitive-readiness
Develop pre-fluency cognitive habits: recognize when not to use AI, separate thinking from generation, resist automation bias and output authority.
☆ 0查看技能
GitHub
bmad-parallel
Auto-detect and parallelize BMAD story tasks
☆ 0查看技能
GitHub
opencode-authoring
Create and configure OpenCode agents and skills. Use when: "create agent", "new skill", "create skill", "write SKILL.md", "configure subagent", "add agent", or designing OpenCode extensions.
☆ 0查看技能
GitHub
rca-copilot-agent
AI-powered RCA Copilot for root cause analysis and incident explanation. Use when: (1) Building incident context retrieval from Neptune and DynamoDB, (2) Implementing evidence ranking and root cause candidate g...
☆ 0查看技能
GitHub
brand-voice
Define or extract a consistent brand voice that other skills can use. Two modes - Extract (analyze existing content you're proud of) or Build (strategically construct a voice from scratch). Use when starting a...
☆ 0查看技能
GitHub
create-slide-with-openapi-image
Generate images using OpenAPI (OpenAI DALL-E) and add them to Slidev slides with proper formatting and layouts.
☆ 0查看技能
GitHub
ralph-orchestrator
Build structured prompts for Ralph loops with TDD guidance, progress tracking, verification steps, and escape hatches. Invoke when starting a Ralph-based development task, creating orchestrated iteration loops,...
☆ 0查看技能
GitHub
003-execute-tasks
Spawn a sub-agent using Claude, Gemini, or Codex CLI with selected model. Use when the user says "use /subagent to" followed by a task.
☆ 0查看技能
GitHub
generate-workshop-slide-image
Генерація обкладинки/ілюстрації для слайду воркшопу через OpenAI Images API та вставка в Slidev.
☆ 0查看技能
GitHub
fastapi-expert
Comprehensive FastAPI knowledge for building production-ready APIs from basic to planet-scale. Use when building FastAPI applications, implementing REST APIs, setting up database operations with SQLModel, imple...
☆ 0查看技能
GitHub
context-degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
☆ 0查看技能
GitHub
multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
☆ 0查看技能
GitHub
building-chat-interfaces
Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cook...
☆ 0查看技能
GitHub
building-chat-widgets
Build interactive AI chat widgets with buttons, forms, and bidirectional actions. Use when creating agentic UIs with clickable widgets, entity tagging (@mentions), composer tools, or server-handled widget actio...
☆ 0查看技能
GitHub
context-optimization
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
☆ 0查看技能
GitHub
tool-design
Design tools that agents can use effectively. Use when creating new tools for agents, debugging tool-related failures, or optimizing existing tool sets.
☆ 0查看技能
GitHub
context-fundamentals
Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.
☆ 0查看技能
GitHub
building-mcp-servers
Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...
☆ 0查看技能
GitHub
kitt-create-subagents
Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool...
☆ 0查看技能
GitHub
kitt-create-hooks
Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding...
☆ 0查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。