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- ▌ Agent Teams Quick Start Guide · tools-only bundleYou know agent teams exist. You've read the theory. But when should you actually use them in your projects?
- ▌ Generic Parameters And Arguments · tools-only bundleThis chapter describes parameters and arguments for generic types, functions, and initializers.
- ▌ Architecture Decision Records Adr Framework 2 · tools-only bundleArchitecture Decision Records capture important architectural decisions made along with their context and consequences. They help maintain institutional knowledge and explain why systems are built the way they are.
- ▌ Evaluation Rob Zolkos Deep Dive How Claude Code S Insights · tools-only bundleTechnical deep dive documenting the architecture and implementation of Claude Code's /insights command. Comprehensive coverage of the analysis pipeline, facets classification system, and technical specifications.
- ▌ Evaluation Skill Doctor Github Action · tools-only bundleLe score 2/5 tient. Le gap CI/CD pour skills est réel mais ne justifie pas d'intégrer un outil de 4 jours avec 3 stars. Le gap agentskills.io mérite une note dans la watchlist mais pas une documentation à ce stade.
- ▌ Technology Evaluation Framework 2 · tools-only bundleUse Architecture Decision Records (ADRs) for significant technology choices.
- ▌ Skill Self Containment Standard · tools-only bundleEvery skill must be deployable to a flat directory structure (e.g., ~/.claude/skills/) and remain fully functional without any parent directories, sibling skills, or hierarchical assumptions.
- ▌ Message Hub V1 Design · tools-only bundleEvery session restart loses wakeable status. The bash script dependency is fragile (PATH issues, subprocess overhead, no library reuse).
- ▌ Plugin Validator Findings Investigation · tools-only bundleThe check (lines 1950-1952) lowercases the description and looks for any of these exact substrings. It fires a warning (not an error). The check applies only to FileType.SKILL files (line 1948).
- ▌ System Instruction 6 · tools-only bundleYour primary goal is to facilitate a structured and compassionate exploration of the user’s life story, helping them find meaning, healing, and empowerment through the process.
- ▌ Completeness Audit Plugin Creator Skill · tools-only bundlename and description are both present and valid. name matches the directory name.
- ▌ Resource Evaluation Jon Williams Dual Instance Planning · tools-only bundleJon Williams' dual-instance pattern is a valuable addition to the Claude Code Ultimate Guide.
- ▌ Resource Evaluation Wasp Blog Claude Code Fullstack · tools-only bundleIncludes quotes from Chris McCord (Phoenix creator), Andrej Karpathy, and references Chroma context-rot research. Demonstrates Wasp plugin setup.
- ▌ Guide To Tuning Data Driven Optimize Jobs · tools-only bundleAfter reviewing the initial results from a Data-Driven Optimize job, the next step is to decide how to improve them in the next run.
- ▌ Finchbot AI Agent 2 · tools-only bundleFinchBot (雀翎) 是一个轻量级、模块化的 AI Agent 框架，基于 LangChain v1.2 和 LangGraph v1.0 构建。它不是又一个简单的 LLM 封装，而是一个深思熟虑的架构设计，专注于三个核心问题：
- ▌ Research Compact Command UX Issues · tools-only bundleDocument the 6 distinct UX issues with the /compact command, all stemming from an architectural mismatch between the ResourceBar and context panel.
- ▌ Ollama Subagents And Web Search In Claude Code · tools-only bundleOllama v0.16.2 adds native subagent support and built-in web search to Claude Code without requiring MCP servers or external API keys.
- ▌ Resource Evaluation Addy Osmani Linkedin Post Anthropic · tools-only bundleLinkedIn post by Addy Osmani summarizing Anthropic research on AI-assisted development.
- ▌ Rsum Du Contenu · tools-only bundleAjouter dans la table Token Cost Estimation : "CLAUDE.md avec infos non-essentielles → +20-23% inference cost (Gloaguen et al., 2026)"
- ▌ Guide To Analyzing Data Driven Optimize Output · tools-only bundleBefore using the Python tools described in this guide, you must authenticate your local environment with Google Cloud. The tools need to access the output files stored in a GCS bucket, which requires proper permissions.
- ▌ Finchbot A Truly Flexible AI Agent Framework · tools-only bundleThis article dives deep into FinchBot's architecture, showing you the birth of a production-ready Agent framework.
- ▌ Parallel Tool Call Rollout Plan For Tunacode · tools-only bundleAdopt tinyagent parallel tool-call execution in TunaCode with no compatibility shim, while preserving correctness, UI clarity, and fail-loud behavior.
- ▌ Pubmed Search Guide 2 · tools-only bundleComprehensive guide to searching PubMed for biomedical and life sciences literature, including MeSH terms, field tags, advanced search strategies, and E-utilities API usage.
- ▌ Bibtex Formatting Guide 2 · tools-only bundleComprehensive guide to BibTeX entry types, required fields, formatting conventions, and best practices.
- ▌ System Instruction 8 · tools-only bundleYou are an AI assistant adopting the role of a Counselor specializing in Existential Therapy.
- ▌ Evidence Synthesis And Guideline Integration Guide 2 · tools-only bundleEvidence synthesis involves systematically reviewing, analyzing, and integrating research findings to inform clinical recommendations.
- ▌ Citation Validation Guide 3 · tools-only bundleComprehensive guide to validating citation accuracy, completeness, and formatting in BibTeX files.
- ▌ Metadata Extraction Guide 2 · tools-only bundleComprehensive guide to extracting accurate citation metadata from DOIs, PMIDs, arXiv IDs, and URLs using various APIs and services.
- ▌ Broader Impacts Strategies And Best Practices 2 · tools-only bundleNSF evaluates broader impacts across five main areas. You don't need to address all five, but you should address at least one substantively with concrete activities, timelines, and assessment plans.
- ▌ Treatment Recommendations Guide 2 · tools-only bundleEvidence-based treatment recommendations provide clinicians with systematic guidance for therapeutic decision-making.
- ▌ Regulatory Compliance For Clinical Reports 2 · tools-only bundleHIPAA Privacy Rule protects individually identifiable health information (Protected Health Information, PHI). All clinical reports must comply with HIPAA requirements for privacy and security.
- ▌ Google Scholar Search Guide 2 · tools-only bundleComprehensive guide to searching Google Scholar for academic papers, including advanced search operators, filtering strategies, and metadata extraction.
- ▌ Peer Review Standards For Clinical Manuscripts 2 · tools-only bundlePeer review ensures that clinical manuscripts meet standards for scientific rigor, ethical conduct, and clear communication before publication.
- ▌ Nih Specific Aims Page The Complete Guide 2 · tools-only bundleThe Specific Aims page is the most important page of your entire NIH grant application.
- ▌ Figures And Tables Best Practices 2 · tools-only bundleFigures and tables are essential components of scientific papers, serving to display data patterns, summarize results, and provide evidence for conclusions.
- ▌ Clinical Case Report Guidelines 2 · tools-only bundleThe CARE guidelines provide a framework for transparent and complete reporting of clinical cases.
- ▌ Presentation Structure Guide 2 · tools-only bundleEffective scientific presentations follow a clear narrative structure that guides the audience through your research story.
- ▌ C4 Diagram 2 · tools-only bundleA C4 Container diagram for an e-commerce platform with 3 Container_Boundary groups, 10 containers, and 2 external systems.
- ▌ Dev Log Endpoint · tools-only bundleImplementation patterns for a development-only HTTP endpoint that agents can query for log entries.
- ▌ Cto Technical Director · tools-only bundleYou are a CTO directing Claude Code as your engineering team. You analyze codebases, decompose objectives into structured task plans, and review implementation results. You do not write code.
- ▌ Cards In Bslib · tools-only bundleCards are the primary container component in modern bslib dashboards. They group related content with borders and padding, helping users digest, engage with, and navigate through information.
- ▌ Upgrading From V1 0 13 · tools-only bundleThis section covers everything you need to know to upgrade from v1.0.13 to v1.0.15.
- ▌ Skillstoolset API Reference · tools-only bundleThe @toolset.skill() decorator enables defining skills directly on the toolset instance.
- ▌ Fixing Pr Arguments · tools-only bundleApply fixes to PR issues identified by /review-pr or GitHub review comments.
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- ▌ Why Skill Chains 3 · tools-only bundleThink of skill chains like LEGO blocks. Each skill is a specialized piece that does one thing exceptionally well. But when you connect them together, you create something far more powerful than the sum of its parts.
- ▌ Claude Code 10 · tools-only bundle技能和 MCP 服务器也适用于 Antigravity IDE（Google 的 AI 驱动 IDE）。最简单的方式： 在 hive 仓库文件夹中打开终端并运行（使用 ./ — 脚本在仓库内部）：
- ▌ Freestanding Macros · tools-only bundleMacros transform your source code when you compile it, letting you avoid writing repetitive code by hand. During compilation, Swift expands any macros in your code before building your code as usual.
- ▌ Core Concepts 3 · tools-only bundleUnderstanding the key concepts behind pydantic-ai-skills will help you build better agent systems.
- ▌ LLM Gateway Module Decomposition Design · tools-only bundleThe project is split into the following independent modules, each of which can be developed in parallel by different developers.
- ▌ Tracing Subsystem Details · tools-only bundleIncorrect use of TRACEEVENT macros causes data corruption in the ring buffer, truncated strings, or kernel panics from buffer overflows.
- ▌ Problem Addressed 17 · tools-only bundleLocalAI is a free, open-source, self-hosted alternative to OpenAI, Anthropic, and other cloud AI providers, implemented in Go and designed to run on consumer-grade hardware without requiring a GPU.
- ▌ Toast Notifications In Bslib · tools-only bundleToasts are lightweight, temporary notification messages that appear in a corner of the screen. Based on Bootstrap 5.3's toast component. Try shiny::runExample("toast", package = "bslib") for a complete demo.
- ▌ Name X Type Int Name Data Type List · tools-only bundleSimpleLLMFunc 提供内置的 PyRepl 支持，允许 LLM 在一个连续上下文中执行 Python 代码。与传统的一次性代码执行不同，PyRepl 保持变量和状态，让 LLM 可以分步执行复杂任务。
- ▌ 1 Background · tools-only bundleDevelop a proxy service to handle client requests from OpenAI or Anthropic. The system matches the request based on the user's requested model, provided specifications, and internal rules.
- ▌ Quick Start 15 · tools-only bundleThis guide walks you through creating and using agents with skills support, from basic to advanced usage.
- ▌ Operating Mode 2 · tools-only bundleDetermine whether the proposed plan is execution-ready in its current direction.
- ▌ Power Domain Subsystem Details · tools-only bundleDomains that are powered on at pmgenpdinit() time stay powered indefinitely until syncstate fires, unless GENPDFLAGNOSTAYON is set.
- ▌ Closure Expressions · tools-only bundleGroup code that executes together, without creating a named function.
- ▌ The Problem That Generics Solve · tools-only bundleWrite code that works for multiple types and specify requirements for those types.
- ▌ Decision Record · tools-only bundleA record of design and API decisions with their rationale, enabling prior decisions to guide future ones.
- ▌ Decision Record 2 · tools-only bundleA record of design and API decisions with their rationale, enabling prior decisions to guide future ones.
- ▌ New Interactive Tool Scaffold · tools-only bundleCreates a complete project for a standalone PolicyEngine interactive tool that embeds in policyengine.org.
- ▌ Bridgejs Swift API Reference · tools-only bundleStructs are value types - data is copied across the Swift-JS boundary (no shared state).
- ▌ Subsystem Guide Index · tools-only bundleLoad subsystem guides from the prompt directory based on what the code touches. Each guide contains subsystem-specific invariants, API contracts, and common bug patterns.
- ▌ Dark Mode Implementation · tools-only bundleThis respects the user's OS preference when "System" is selected.
- ▌ Protocol Syntax · tools-only bundleA protocol defines a blueprint of methods, properties, and other requirements that suit a particular task or piece of functionality.
- ▌ The Basics · tools-only bundleSwift provides many fundamental data types, including Int for integers, Double for floating-point values, Bool for Boolean values, and String for text.
- ▌ Meet The Gemini 3 Series 2 · tools-only bundleGemini 3 is our most intelligent model family to date, built on a foundation of state-of-the-art reasoning.
- ▌ Legacy Semantic Layer YAML Spec · tools-only bundleThis is the authoring guide for the legacy dbt Semantic Layer YAML spec, supported in dbt Core 1.6 through 1.11. dbt Core 1.12+ also supports this spec but the latest spec is recommended for new projects.
- ▌ Operating Mode 3 · tools-only bundleHigh-signal validation agent. Verify the requested scope with executable evidence and return a clear readiness signal.
- ▌ Agent Lessons Learned · tools-only bundleAccumulated from /backdate-program runs across all contributors. Loaded by implementation agents on future runs.
- ▌ Rpc And UI Reference · tools-only bundleRemove a notebook from the recently viewed list (doesn't delete the notebook).
- ▌ Wireless Subsystem Details · tools-only bundleIncorrect placement of BSSCHANGED* event handling between mac80211 callbacks causes WARNONONCE splats at runtime, functional regressions (association failures, beacon processing errors), or silent hardware misbehavior…
- ▌ User Journey · tools-only bundleA multi-persona e-commerce journey comparing a New Customer vs Returning Customer across 5 phases.
- ▌ Javascript Interop Cheat Sheet · tools-only bundlePractical recipes for manipulating JavaScript values from Swift with JavaScriptKit. Each section shows the shortest path to access, call, or convert the APIs you interact with the most.
- ▌ Component Reference · tools-only bundlecolor, dominantBaseline, fill, fillOpacity, fillRule, opacity, stroke, strokeWidth, strokeOpacity, strokeLinecap, strokeLinejoin, strokeDasharray, transform, textAnchor, visibility
- ▌ Deploy This Version 8 · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
- ▌ Football Data JSON Schemas · tools-only bundledata.shots[] contains individual shot data with xG per shot. Note: very recent matches (last 24-48h) may not be indexed on Understat yet.
- ▌ Claude Code Terminal Ide · tools-only bundleCLI tool for software engineering. Runs in the terminal with full local filesystem and bash access. Current version: ~v2.1.42 (Feb 13, 2026).
- ▌ Method Models Get · tools-only bundleThe models endpoint provides a way for you to programmatically list the available models, and retrieve extended metadata such as supported functionality and context window sizing. Read more inthe Models guide.
- ▌ Usb Storage Subsystem Details · tools-only bundleSpecifying unnecessary subclass or protocol overrides in UNUSUALDEV() entries causes the driver to emit a devnotice on every device insertion, asking users to report the unneeded entry (see getdeviceinfo() in…
- ▌ Control Flow · tools-only bundleSwift provides a variety of control flow statements. These include while loops to perform a task multiple times; if, guard, and switch statements to execute different branches of code based on certain conditions; and…
- ▌ Opaque And Boxed Protocol Types · tools-only bundleSwift provides two ways to hide details about a value's type: opaque types and boxed protocol types.
- ▌ Shared Loop Sections · tools-only bundleThis file contains sections shared between research-loop.md and implement-loop.md. The orchestrator concatenates mode-specific content with this shared content.
- ▌ Type Casting · tools-only bundleDetermine a value's runtime type and give it more specific type information.
- ▌ Cloud Cost Optimization Reference · tools-only bundleComprehensive guide for cloud cost optimization including reserved instances, spot/preemptible, right-sizing, and FinOps practices.
- ▌ Shopify Content Types Reference · tools-only bundleArticle fields: blogId, title, handle, contentHtml, author { name }, tags, isPublished, publishDate, seo, image { src altText }
- ▌ Method Cachedcontents Create · tools-only bundleContext caching allows you to save and reuse precomputed input tokens that you wish to use repeatedly, for example when asking different questions about the same media file.
- ▌ Favicon Format Guide · tools-only bundleComplete specification for all favicon formats required for modern web applications.
- ▌ Enumeration Syntax · tools-only bundleAn enumeration defines a common type for a group of related values and enables you to work with those values in a type-safe way within your code.
- ▌ Run Analysis Workflow · tools-only bundleExecute CodeQL security queries on an existing database with ruleset selection and result formatting.
- ▌ MCP Assisted Semantic Analysis · tools-only bundleThis reference covers how to configure, query, and interpret Serena MCP evidence during the zeroize-audit semantic pass.
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- ▌ Creating Skills 3 · tools-only bundleThis guide covers creating effective file-based skills for Pydantic AI agents.
- ▌ Hero Design Principles · tools-only bundleThe hero's job: Create an emotional first impression that reflects the brand personality.
- ▌ Trust Signals A Principle Based Design Guide · tools-only bundleTrust signals reduce perceived risk at the moment of decision. They answer the user's subconscious question: "Is this safe?"
- ▌ Common Issues And Troubleshooting 2 · tools-only bundleThis document details all 6 documented issues that commonly affect Cloudflare Workers projects, with detailed explanations and fixes.
- ▌ System Instruction AI Assistant Role Web Developer · tools-only bundleYour goal is to empower users to build, maintain, and improve their web development projects effectively and confidently.
- ▌ Error Handling 2 · tools-only bundleand recovering from error conditions in your program. Swift provides first-class support for throwing, catching, propagating, and manipulating recoverable errors at runtime.