Xcode 26 and Apple platform update notes with a focus on Liquid Glass, Foundation Models Framework, and Apple...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Work incrementally on Issues with Git worktree support for parallel agent workflows. Use when starting a coding...
Search and query TikHub APIs for TikTok, Douyin, Xiaohongshu, Lemon8, Instagram, YouTube, Twitter, Reddit, and more....
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent...
Analyzes failures or user requests to automatically scaffold new skills, ensuring structural evolution.
Structured logging and analysis of execution failures to prevent recurrence.
Detects when the agent is stuck in a reasoning loop or unproductive state by analyzing tool usage and sentiment patterns.
Provides a Model Context Protocol (MCP) server interface to the skills library, allowing any MCP-compliant agent...
Generate comprehensive dependency graphs to identify "single-points-of-failure" and impact analysis chains.
Rapidly ingest documentation via the /llms.txt standard to gain "fast-track" understanding of libraries without...
Enables mid-stream course correction by monitoring a FEEDBACK.md file for user interventions. Allows the agent to...
Prepares isolated sub-workspaces for parallel agent execution. Copies context and generates specific mission...
Updates standardized intent files (NEXT.md, STATE.json) to maintain context across agent sessions.
Removes ignored build artifacts (bin, obj, node_modules) to reclaim space and fix ghost build errors. Safely...
Automates running the Ethereum Execution Layer Specification (EELS) tests against a local EVM implementation....
Threat modeling skill for identifying security threats, attack surfaces, and designing mitigations. This skill...
LLM and AI application security testing skill for prompt injection, jailbreaking, and AI system vulnerabilities....
Creates effective SKILL.md files with proper YAML frontmatter, trigger keywords, and best practices. Use when...
Comprehensive guide for using Local Skills MCP - creating skills in the right locations, understanding skill...
Expert guide for understanding the Local Skills MCP server repository - its structure, architecture, and...
Offensive AI security testing and exploitation framework. Systematically tests LLM applications for OWASP Top 10...
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Multi-agent parallel execution with autonomous workers. Use when plan.md has Track Assignments section or user...
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