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- ▌ Patent Examination Data System Peds API Reference · tools-only bundleThe Patent Examination Data System (PEDS) provides access to USPTO patent application and filing status records. It contains bibliographic data, published document information, and patent term extension data.
- ▌ Pufferlib Policies Guide · tools-only bundlePufferLib policies are standard PyTorch modules with optional utilities for observation processing and LSTM integration.
- ▌ Pagination Patterns · tools-only bundleMost common and intuitive. Uses offset (skip) and limit (page size).
- ▌ Plugin Framework Specification 2 · tools-only bundleThe MCP Context Forge Plugin Framework provides a comprehensive, production-ready system for extending MCP Gateway functionality through pluggable middleware components.
- ▌ Tunnel Patterns · tools-only bundleRun same config on multiple machines. Cloudflare automatically load balances. Long-lived connections (WebSocket, SSH) may drop during updates.
- ▌ Tunnel Patterns 2 · tools-only bundleRun same config on multiple machines. Cloudflare automatically load balances. Long-lived connections (WebSocket, SSH) may drop during updates.
- ▌ Workerd Patterns · tools-only bundleSee configuration.md for config syntax, api.md for runtime APIs, gotchas.md for common errors.
- ▌ Workerd Patterns 2 · tools-only bundleSee configuration.md for config syntax, api.md for runtime APIs, gotchas.md for common errors.
- ▌ Task Startup Protocol · tools-only bundleCheck task frontmatter for branch name{submodule_context}, then create/checkout branches.
- ▌ Dangerous Module Imports · tools-only bundleImporting certain Python modules indicates security risks. While the import itself isn't necessarily dangerous, these modules are known to be vulnerable or frequently misused.
- ▌ PDF Scraper CLI Tool Tasks B1 6 Plus B1 8 · tools-only bundleThe PDF scraper (pdf_scraper.py) is a complete CLI tool that converts PDF documentation into Claude AI skills.
- ▌ Uv Modern Python Package And Project Manager · tools-only bundleuv is Astral's extremely fast Python package and project manager written in Rust, designed as a unified replacement for pip, pip-tools, pipx, poetry, pyenv, and virtualenv.
- ▌ Plugin Refactoring Plan Index · tools-only bundleThis index tracks all plugin refactoring projects, linking to detailed task breakdowns and tracking progress from initial assessment through completion.
- ▌ Plugin Refactoring Plan Index 2 · tools-only bundleThis index tracks all plugin refactoring projects, linking to detailed task breakdowns and tracking progress from initial assessment through completion.
- ▌ Plugin Refactoring Plan Index 3 · tools-only bundleThis index tracks all plugin refactoring projects, linking to detailed task breakdowns and tracking progress from initial assessment through completion.
- ▌ Agent Prompt Templates 2 · tools-only bundleTemplates for research agents used in the skill research process.
- ▌ Implementation Patterns · tools-only bundleCommon design patterns and best practices for skill systems.
- ▌ Maven Profiles Gradle Equivalents · tools-only bundleOr better — use Spring Boot's own profile mechanism with application-dev.yml, application-prod.yml and no build-time switching.
- ▌ Server Configuration · tools-only bundleWhen a server exposes many tools, resources, or prompts, returning them all in a single response can be impractical.
- ▌ PDF Scraping MCP Tool Task B1 7 · tools-only bundleTask B1.7 adds the scrape_pdf MCP tool to the Skill Seeker MCP server, making PDF documentation scraping available through the Model Context Protocol.
- ▌ When To Use This Skill 31 · tools-only bundleValidate commit messages against Conventional Commits format using commitlint configuration and rules.
- ▌ Claude Code Memory And Rules Reference · tools-only bundleBoth load into context at session start. More specific instructions take precedence over broader ones.
- ▌ When To Use This Skill 32 · tools-only bundleValidate commit messages against Conventional Commits format using commitlint configuration and rules.
- ▌ Audit Skill Completeness 2 · tools-only bundleEvaluates a single skill directory against 8 quality categories derived from Anthropic's official skills repository.
- ▌ Holistic Linting Orchestrator Delegation · tools-only bundleThis skill provides orchestrator-specific workflows for delegating linting and resolution tasks to specialized agents.
- ▌ External Pattern Integrator 3 · tools-only bundleSystematically analyze external agent/skill definitions and integrate their strengths into local skills while maintaining workflow coherence.
- ▌ Holistic Linting Skill 4 · tools-only bundleThis skill embeds comprehensive linting and formatting verification into Claude Code's workflow, preventing the common pattern where code is claimed "production ready" without actually running quality checks.
- ▌ Bash 5 3 Features And Improvements · tools-only bundleReleased in July 2025, Bash 5.3 introduces significant enhancements including revolutionary command substitution syntax, new variables, loadable builtins, and C23 compliance.
- ▌ Bash Logging 2 · tools-only bundleStructured logging patterns for bash scripts with color support, emoji icons, and CI/CD integration.
- ▌ Agent Creator Skill 2 · tools-only bundleYou are a Claude Code agent architect specializing in creating high-quality, focused agents that follow Anthropic's January 2026 best practices.
- ▌ Agent Creator Skill 3 · tools-only bundleYou are a Claude Code agent architect specializing in creating high-quality, focused agents that follow Anthropic's January 2026 best practices.
- ▌ Swarm Patterns 2 · tools-only bundleOrchestration recipes for multi-agent workflows in Claude Code v2.1.45.
- ▌ Agent Creator Skill 4 · tools-only bundleYou are a Claude Code agent architect specializing in creating high-quality, focused agents that follow Anthropic's January 2026 best practices.
- ▌ Bash 5 3 Features And Improvements 2 · tools-only bundleReleased in July 2025, Bash 5.3 introduces significant enhancements including revolutionary command substitution syntax, new variables, loadable builtins, and C23 compliance.
- ▌ Holistic Linting Orchestrator Delegation 2 · tools-only bundleThis skill provides orchestrator-specific workflows for delegating linting and resolution tasks to specialized agents.
- ▌ Scientific Thinking Mode · tools-only bundleYou are entering Deep Reasoning Mode. Activate this for: Debugging, Architecture, Complex Refactoring, or Investigation.
- ▌ Swarm Operations 2 · tools-only bundleAPI reference for multi-agent orchestration tools in Claude Code v2.1.45.
- ▌ Holistic Linting Orchestrator Delegation 3 · tools-only bundleThis skill provides orchestrator-specific workflows for delegating linting and resolution tasks to specialized agents.
- ▌ Bash Linting · tools-only bundleShellcheck and shfmt integration for bash script quality assurance.
- ▌ Collaboration Philosophy · tools-only bundleThis file provides guidance for working in a repository with cc-sessions installed.
- ▌ Add New Feature Sam Workflow · tools-only bundleYou are an orchestrator. You coordinate work across specialized agents. Prefer delegating discovery and analysis.
- ▌ Plugin Creator Workflow Diagram · tools-only bundleThis diagram shows the complete agentic workflow for creating Claude Code plugins.
- ▌ Plugin Creator Workflow Diagram 2 · tools-only bundleThis diagram shows the complete agentic workflow for creating Claude Code plugins.
- ▌ Research Foundations For Verification Gates · tools-only bundleThis document provides authoritative research backing the verification gate approach implemented in this skill.
- ▌ Pure Bash Bible File Operations · tools-only bundlePure bash alternatives to file processing commands like cat, head, tail, wc, basename, and dirname.
- ▌ Qiskit Primitives · tools-only bundlePrimitives are the fundamental building blocks for executing quantum circuits. Qiskit provides two main primitives: Sampler (for measuring bitstrings) and Estimator (for computing expectation values).
- ▌ Paper2video Presentation Video Generation · tools-only bundlePaper2Video generates presentation videos from LaTeX sources, transforming academic papers into engaging video presentations.
- ▌ Task Completion Protocol · tools-only bundleIf any checks fail, stop and address the remaining work first.
- ▌ Task Completion Protocol 2 · tools-only bundleIf any checks fail, stop and address the remaining work first.
- ▌ Research Curator Multi Mode Orchestrator 2 · tools-only bundleOrchestrate research entry creation, maintenance, and validation in ./research/. Spawns @research-curator agents for content work; handles coordination, README updates, and post-actions.
- ▌ Audit Skill Lifecycle 2 · tools-only bundleDeep semantic validation of how skills interconnect, what they load, what they produce, and whether the resulting call graph forms a coherent, non-contradictory workflow.
- ▌ Daily Releases 3 · tools-only bundleCreate GitHub Releases with AI-categorized changelogs for every day that had commits. Uses the same pipeline as /create-merge-request-changelog — real AI analysis, not template substitution.
- ▌ Claude Code Plugin Creator Agentic Orchestration Workflow 4 · tools-only bundleThis skill orchestrates specialized agents through a comprehensive plugin creation workflow.
- ▌ Pyhealth Data Preprocessing And Processors · tools-only bundlePyHealth provides comprehensive data processing utilities to transform raw healthcare data into model-ready formats.
- ▌ Data Preprocessing And Feature Engineering Reference · tools-only bundleData preprocessing transforms raw data into a format suitable for machine learning models. This includes scaling, encoding, handling missing values, and feature engineering.
- ▌ PDF Page Detection And Chunking Task B1 3 2 · tools-only bundleTask B1.3 enhances the PDF extractor with intelligent page chunking and chapter detection capabilities.
- ▌ AI Agents Frameworks Comparative Learning Repository · tools-only bundleAI Agents Frameworks is a hands-on learning repository that provides practical implementations and comprehensive benchmarks comparing 10 state-of-the-art AI agent frameworks.
- ▌ Skill Research Process 2 · tools-only bundleSystematic, scalable approach for building comprehensive Claude Code skills using parallel research agents. Use this when a skill requires extensive documentation gathering from official sources.
- ▌ Structuring This Skill · tools-only bundlePatterns can be mixed and matched as needed. Most skills combine patterns (e.g., start with task-based, add workflow for complex operations).
- ▌ Planner Rt Ica Planning Phase Input Completeness Analysis · tools-only bundleIts purpose is NOT to block planning. Its purpose is to prevent invented requirements while still allowing a correct dependency-first plan to be produced.
- ▌ Implement Refactor 3 · tools-only bundleThis command continues from /plugin-creator:assessor. After planning completes, use this to execute the refactoring tasks.
- ▌ Plotly Express High Level API · tools-only bundlePlotly Express (px) is a high-level interface for creating data visualizations with minimal code (typically 1-5 lines).
- ▌ Context Compaction Protocol · tools-only bundleThe context-refinement agent is speculative - it will only update the context manifest if genuine drift or new discoveries occurred. This prevents unnecessary updates while ensuring important findings are captured.
- ▌ Context Compaction Protocol 2 · tools-only bundleThe context-refinement agent is speculative - it will only update the context manifest if genuine drift or new discoveries occurred. This prevents unnecessary updates while ensuring important findings are captured.
- ▌ Wheel Target File Selection Errors In Hatchling · tools-only bundleWhen assisting users with wheel builds in Hatchling, reference this guide to help them understand and resolve file selection errors.
- ▌ PDF Extractor Proof Of Concept Task B1 2 · tools-only bundleThis is a proof-of-concept PDF text and code extractor built for Skill Seeker. It demonstrates the feasibility of extracting documentation content from PDF files using PyMuPDF (fitz).
- ▌ Performance Optimization Guide For Lwc 2 · tools-only bundleComprehensive guide to optimizing Lightning Web Component performance, including dark mode implementation, lazy loading, and rendering optimization.
- ▌ Performance Analysis Guide · tools-only bundleComprehensive guide to analyzing web performance using Chrome DevTools Protocol, Puppeteer, and chrome-devtools skill.
- ▌ Prompthub Role Prompting Empirical Research · tools-only bundleComprehensive meta-analysis of persona/role-prompting effectiveness across multiple research studies (2023-2024) reveals a nuanced landscape: simple personas ("You are X") provide minimal-to-negative effects on accuracy…
- ▌ What S New In Claude 4 5 · tools-only bundleClaude Opus 4.5 represents our most intelligent model, combining maximum capability with practical performance.
- ▌ Create Feature Development Task · tools-only bundleI need to create a structured development task for: $ARGUMENTS
- ▌ Data Transformation With Dasel V3 · tools-only bundleIn dasel v3, put and delete subcommands do not exist. All modifications use assignment expressions with --root to output the full document.
- ▌ Format Selection · tools-only bundleRoute to the correct summarization methodology and enforce fidelity rules across all summarization operations.
- ▌ Spring Bean Factory XML Dasel V3 Query Patterns · tools-only bundleLoad this skill when querying any Spring bean XML file — applicationContext.xml, *_beans.xml, spring-context.xml, or any Spring ApplicationContext XML — for bean discovery, dependency analysis, JMS wiring, property…
- ▌ Claude Code Skills System Complete Reference January 2026 · tools-only bundleSkills extend what Claude can do. Create a SKILL.md file with instructions, and Claude adds it to its toolkit. Claude uses skills when relevant, or you can invoke one directly with /skill-name.
- ▌ Claude Code Skills System Complete Reference January 2026 2 · tools-only bundleSkills extend what Claude can do. Create a SKILL.md file with instructions, and Claude adds it to its toolkit. Claude uses skills when relevant, or you can invoke one directly with /skill-name.
- ▌ Claude Code Hooks Core Reference January 2026 · tools-only bundleHooks execute custom commands or prompts in response to Claude Code events. Use for automation, validation, formatting, and security.
- ▌ Hook Creator For Claude Code Plugins 2 · tools-only bundleCreate hooks that integrate with the Claude Code event system. Hooks automate validation, enforcement, and context injection across the session lifecycle.
- ▌ Installanywhere Iap XML Query Patterns · tools-only bundleLoad this skill when working with any .iapxml file — auditing install actions, listing file copy operations, discovering variables, finding platform-specific branches, or comparing two installer variants (e.g., RA vs…
- ▌ Start Refactor Task · tools-only bundleYou are implementing a specific refactoring task from a plugin refactoring plan.
- ▌ Pr 160 Review Improve Codemap Py With Symbol Hierarchy · tools-only bundleThis PR enhances the mapping-codebases skill by adding symbol hierarchy and kind information to the generated code maps.
- ▌ Pandas To Polars Migration Guide · tools-only bundleThis guide helps you migrate from pandas to Polars with comprehensive operation mappings and key differences.
- ▌ Apex Patterns Deep Dive · tools-only bundleComprehensive guide to advanced Apex patterns including Trigger Actions Framework, Flow Integration, and architectural patterns.
- ▌ Accessing Online Resources Definitive Guide · tools-only bundleWe benchmarked these tools against three targets: Anthropic Docs, GitHub, and PyPI.
- ▌ Vanderbilt University Prompt Pattern Catalog · tools-only bundleThis comprehensive catalog documents prompt patterns as reusable solutions to common problems in Large Language Model (LLM) interactions.
- ▌ Super Repo Submodule Management · tools-only bundleExample: If working on tt1-login-ux-flow affecting ioweb and iouser_model, create tt1-login-ux-flow branches in both submodules.
- ▌ Argocd Cluster Bootstrapping Project Structure · tools-only bundleComplete directory tree and file organization for the multi-repository GitOps environment.
- ▌ Github Project Board Setup For Skill Seekers · tools-only bundlePrevent duplicate scraping of same page with different query params.
- ▌ Phase 8 Report Generation 4 · tools-only bundleSynthesize all phase outputs into complete threat model documentation. Every finding, threat, risk, and mitigation from previous phases must be included - no omission.
- ▌ Phase 8 Report Generation 5 · tools-only bundleSynthesize all phase outputs into complete threat model documentation. Every finding, threat, risk, and mitigation from previous phases must be included - no omission.
- ▌ PDF Parsing Libraries Research Task B1 1 · tools-only bundleAfter comprehensive research, PyMuPDF (fitz) is recommended as the primary library for Skill Seeker's PDF parsing needs, with pdfplumber as a secondary option for complex table extraction.
- ▌ Project Instructions Guide · tools-only bundleGuidance for creating Claude.ai Project instructions - the custom instructions that apply to all conversations within a Project workspace.
- ▌ Directory Task Planning Phase · tools-only bundleThe first step after these startup todos complete will be planning and creating subtasks. This is not optional - directory structure indicates complexity that requires proper specification.
- ▌ Sam Framework Generator · tools-only bundleUse SAM to create SAM - apply the Stateless Agent Methodology to generate project-specific SAM workflows.
- ▌ Design Pattern Detection Guide 2 · tools-only bundleThe pattern detection feature automatically identifies common design patterns in your codebase across 9 programming languages.
- ▌ Project Development · tools-only bundleDesign and build LLM-powered projects from ideation to deployment.
- ▌ Apex Patterns Deep Dive 2 · tools-only bundleComprehensive guide to advanced Apex patterns including Trigger Actions Framework, Flow Integration, and architectural patterns.
- ▌ Package Incompatibility · tools-only bundleFusion cannot parse (dbtf parse) a user project if the project itself is not compatilbe with the authoring layer.
- ▌ Planning Dbt Models · tools-only bundleBefore writing dbt models, you must make a plan. Start with the desired output and work backwards to identify the necessary inputs.
- ▌ Adr 006 Plugin Architecture From Day One · tools-only bundleColin needs to support multiple input sources (files, MCP, remote Colin), output formats (markdown, skills, RAG), and materialization strategies (DAG, BFS). These are natural extension points.