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content media llm ai AI 技能

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分类目录: content media llm ai

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GitHub

llm-security-red-teaming

AmnadTaowsoam

Comprehensive guide to securing LLM applications including prompt injection prevention, jailbreak detection, guardrails, and red teaming methodologies

GitHub

tool-permission-model

AmnadTaowsoam

Comprehensive guide to implementing permission systems for AI agent tools including RBAC, approval workflows, and security policies

GitHub

model-serving-inference

AmnadTaowsoam

Comprehensive guide to deploying and serving LLM models including optimization, batching, caching, and production infrastructure

GitHub

prompting-patterns

AmnadTaowsoam

Comprehensive guide to effective prompt engineering patterns including few-shot, chain-of-thought, ReAct, and advanced prompting techniques

GitHub

retrieval-playbook-for-ai

AmnadTaowsoam

กลยุทธ์การ retrieve context ให้ AI อย่างมีประสิทธิภาพ - เลือกอะไร ไม่เลือกอะไร และจัดลำดับอย่างไร

GitHub

skill-architect

AmnadTaowsoam

The master skill for analyzing, designing, and standardizing the creation of new AI skills (Skill 72).

GitHub

ai-data-privacy

AmnadTaowsoam

Protecting personal and sensitive data throughout the machine learning lifecycle, from training to inference.

GitHub

anti-bloat-checklist

AmnadTaowsoam

Checklist สำหรับตรวจสอบและกำจัด bloat ใน context, prompt, และ response เพื่อลด token cost และเพิ่ม signal-to-noise ratio

GitHub

rag-evaluation

AmnadTaowsoam

Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality, faithfulness, and end-to-end evaluation frameworks

GitHub

sandboxing

AmnadTaowsoam

Comprehensive guide to sandboxing AI agents including code execution isolation, resource limits, security boundaries, and safe tool execution

GitHub

enhance-bmad-skills

clfhhc

Interactive skill for adapting BMAD path references and enhancing skill content. Reviews skills for {project-root} references and prompts for handling choices.

GitHub

codeagent

zhu-jl18

Execute codeagent-wrapper for multi-backend AI code tasks. Supports Codex, Claude, Gemini, and Opencode backends with file references (@syntax) and structured output.

GitHub

glean-knowledge

duong

Searches Canva's Glean knowledge base for internal documentation, policies, how-tos, Slack threads, and company information. Use when asked about Canva processes, internal docs, Slack conversations, or company...

GitHub

think

duong

Apply Reflective Thought Composition (RTC) for deep analysis of complex problems. Use when facing complex tasks requiring structured reasoning.

GitHub

session-logs

agentydragon

Discover and analyze Claude Code session logs from ~/.claude/projects, including finding the current session and extracting tool calls, user messages, and conversation history

GitHub

new-workflow

Narcis13

Generate production-ready Workscript workflow JSON files for the Workscript Agentic Workflow Engine with built-in defensive guards and complexity detection. Use when asked to create workflows, automations, data...

GitHub

skill-enhancer

Narcis13

Analyze user feedback and edit existing skills to perfection by applying targeted enhancements. Use when users want to improve, refine, iterate on, or perfect an existing skill based on specific feedback. Trigg...

GitHub

document-node

Narcis13

Generate comprehensive {node_name}.example.json files that showcase real-world usage of Workscript workflow nodes. Use when asked to document a node, create node documentation, generate node examples, or produc...

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