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3,528 documents
Graph Neural Networks
Explains graph neural networks conceptually for physics and chemistry students, covering message passing, training, and applications.
Moo Statusline for Codex CLI
Renders a compact statusline for Codex CLI from JSON token_count events, showing project, model, context usage, and rate limits.
Message Chunking for MCP stdio Transport
Explains macOS 64KB pipe write limit and provides a chunking layer for MCP stdio transport that splits and reassembles large messages transparently.
Safety (Failsafe) Configuration
Documents PX4 failsafe triggers and actions for battery, RC loss, data link loss, geofence, position loss, and offboard loss.
GitHub Topics & Skills Monitor
Provides a structured GitHub monitoring strategy with search queries, watchlist, and notification options for AI skills, agents, and MCP servers.
SEO & Content Marketing Expert Sub-Agent
Defines a complete SEO and content marketing workflow for a YouTube downloader product, including keyword research, content creation, image management, and technical SEO.
Blog Post + Newsletter Draft
Guides an AI to write a blog post and newsletter in Miguel Tineo's voice, enforcing strict word counts, frontmatter, and attribution rules.
第 4 章：MCP 协议详解
Explains the MCP protocol for standardising tool discovery, invocation, and authorisation in AI agents, with a simplified HTTP implementation from the Shannon project.
Project Requirements Document: Long Video Generation Pipeline
Breaks long video prompts into segments, generates keyframes and clips via local or remote models, then stitches them into a final video.
Claude Code PII Detection and Masking Guide
Teaches PII detection and masking using regex, NER, and Claude Code skills, with code examples for email, phone, and credit card masking.
Incident Management
Defines a complete incident management framework with severity levels, response roles, communication templates, and root cause analysis techniques.
C13.6: DAG Visualization & Workflow Security
Defines five security requirements for DAG visualization systems, covering sanitization, access control, integrity, injection prevention, and DoS mitigation.
Agent Quality & Evaluation
Defines a quality evaluation framework for AI agents covering failure modes, four pillars, evaluation hierarchy, observability, and a continuous improvement flywheel.
Product Requirements Document (PRD)
Specifies a mobile-first, multi-tenant SaaS platform with separate Super Admin and Client dashboards for inventory, orders, and customer management.
Product Requirements Document: B2B SaaS Landing Page
Defines 12 page sections, a visual style guide, and technical requirements for a B2B SaaS landing page.
PII Handling Security Expertise Module
Defines PII classification, encryption, masking, and breach response patterns for AI agents and development teams.
📎ComfyUI-CrewAI
Integrates CrewAI's multi-agent framework into ComfyUI to automate and refine prompt creation for image generation workflows.
Chapter 37 — Agents & Tool Use
Explains the agent loop, function calling, MCP, coding and computer use agents, ReAct pattern, multi-agent systems, and common challenges.
DSGVO/GDPR Compliance Guide
Defines a DSGVO/GDPR breach response procedure with notification timelines, documentation templates, and regulatory contacts for German federal states.
go2.copilot-instructions
Defines Go gRPC service standards, DDD project layout, DI patterns, and observability rules for production readiness.
Contents
Serves as the homepage for a curated list of text-to-image generation papers, organised by year, conference, and research direction.
Neovim Setup for Initrd/Netboot Development on Kali Linux
Defines a Neovim configuration for debugging and editing initrd, netboot, and systemd files in terminal-only environments like serial consoles and rescue shells.
Safety (Failsafe) Configuration
Documents PX4's failsafe system: battery, RC loss, data link loss, geofence, position loss, and offboard loss, with configurable actions and QGC setup.
17. Evaluation Frameworks
title: 17. Evaluation Frameworks