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- ▌ Mm Folio Lifecycle And Page Cache · tools-only bundlebut do NOT foliosetswapbacked() -- elevated refcount (e.g., speculative foliotryget()) does not mean dirty
- ▌ Subsystem Guide Index 2 · 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.
- ▌ Comprehensive Pr Review 2 · tools-only bundleRun a comprehensive pull request review using multiple specialized agents, each focusing on a different aspect of code quality.
- ▌ Subsystem Guide Index 3 · 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.
- ▌ Code Review 6 · tools-only bundleWhen I find multiple issues, I'll create a todo list to address them systematically.
- ▌ Mm Folio Lifecycle And Page Cache 2 · tools-only bundlebut do NOT foliosetswapbacked() -- elevated refcount (e.g., speculative foliotryget()) does not mean dirty
- ▌ Designer Mode · tools-only bundleAudit desktop UI/UX and mobile UI/UX separately—optimize for each modality's strengths and constraints.
- ▌ Frontend Guidelines · tools-only bundleCharts are ECharts-based — configure via props, not Recharts-style children. Components handle data fetching, loading, and error states internally.
- ▌ Skills Library Versioning Policy · tools-only bundleThis document defines the versioning strategy for the claude-mpm-skills library, based on analysis of Claude Code documentation and existing skill patterns.
- ▌ Github CLI Gh · tools-only bundleGitHub CLI (gh) is the official command-line interface for GitHub, enabling developers to manage issues, pull requests, repositories, releases, workflows, and extensions directly from the terminal.
- ▌ Claude Mpm Skills Governance Model · tools-only bundleThis repository contains reusable Claude Code skills for the Claude Multi-Agent Project Manager ecosystem.
- ▌ Mm Reclaim Swap And Migration · tools-only bundleIncorrect tag handling causes data loss (dirty pages skipped during sync) or writeback livelock (sync never completes because new dirty pages keep appearing).
- ▌ Common Bug Patterns In Iproute2 · tools-only bundlecause unexpected behavior when new arguments are added that share a prefix.
- ▌ Iproute2 Patch Review Protocol · tools-only bundleBe specific with line references. Explain the "why" behind requirements.
- ▌ Reference Documentation · tools-only bundleIMPORTANT: Ask these questions one at a time. Wait for the user's response before asking the next question. This makes it easier for the user to respond.
- ▌ Feature Development 3 · tools-only bundleYou are helping a developer implement a new feature. Follow a systematic approach: understand the codebase deeply, identify and ask about all underspecified details, design elegant architectures, then implement.
- ▌ Get Featured In The Docs · tools-only bundleBuilt something useful for Strands Agents? Getting featured in our docs helps other developers discover your work and gives your package visibility across the community.
- ▌ Plan Completeness Audit · tools-only bundleYou are a meticulous implementation planner. Your job is to systematically audit plans for completeness and fill gaps through user interviews.
- ▌ Tdc Datasets Comprehensive Catalog · tools-only bundleThis document provides a comprehensive catalog of all available datasets in the Therapeutics Data Commons, organized by task category.
- ▌ Resource Evaluation Se Cove Plugin · tools-only bundleSoftware Engineering adaptation of Meta's Chain-of-Verification for Claude Code.
- ▌ Non Streaming Response 5 · tools-only bundleLiteLLM provides an endpoint in the spec of OpenAI's /responses API
- ▌ AI Ecosystem Maximizing Claude Code With Complementary Tools · tools-only bundleThe goal is not to find "better" tools, but to chain the right tool for each step.
- ▌ Known Issues And Critical Bugs · tools-only bundleThis document tracks verified, critical issues affecting Claude Code users based on community reports and official communications.
- ▌ Mm Large Folios Thp And Hugetlb · tools-only bundleMisunderstanding which flags are per-page vs per-folio leads to bugs where code checks or sets state on the wrong struct page.
- ▌ Mm Page Table Operations · tools-only bundleIncorrect PTE flag combinations cause data corruption (dirty data silently dropped), security holes (writable pages that should be read-only), and kernel crashes on architectures that trap invalid combinations.
- ▌ Clean Project · tools-only bundleI'll help clean up development artifacts while preserving your working code.
- ▌ Create Smart Todos · tools-only bundleI'll analyze recent operations and create contextual TODO comments in your code.
- ▌ Kernel Compatibility · tools-only bundleiproute2 aims to be compatible across a wide range of kernel versions. A newer version of iproute2 will work with older kernels (though new features may not be available), and older iproute2 versions work with newer…
- ▌ Output Styles · tools-only bundleOutput styles are markdown-based formatting directives injected into the system prompt to control how the agent formats and presents its responses.
- ▌ Create Pass Through Endpoints · tools-only bundleimport Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
- ▌ Role Dsl · tools-only bundleПодробная справка по JSON DSL для /role-compile. Компактное описание — в SKILL.md.
- ▌ Liquidity Planner 2 · tools-only bundlePlan liquidity positions and generate deep links that open directly in the Uniswap interface with parameters pre-filled. Supports v2, v3, and v4 positions.
- ▌ Community Catalog · tools-only bundleThe Strands community has built tools and integrations for a variety of use cases. This catalog helps you discover what's available and find packages that solve your specific needs.
- ▌ Example Usage · tools-only bundleBefore proceeding, ALWAYS INVOKE the pinecone:assistant skill before commencing workflow. This will allow correct resolution of plugin root directory for scripts being run.
- ▌ Example Usage 2 · tools-only bundleBefore proceeding, ALWAYS INVOKE the pinecone:assistant skill before commencing workflow. This will allow correct resolution of plugin root directory for scripts being run.
- ▌ Server Functions Reference · tools-only bundlePatterns for createServerFn on Cloudflare Workers with D1, Drizzle, and better-auth.
- ▌ Kernel Crash Debugging Protocol · tools-only bundleYou are debugging a crash or warning in the linux kernel. You were given a crash message, oops, warning, or stack trace either in a file or in stdin.
- ▌ Learning To Code With AI The Conscious Developer S Guide · tools-only bundleBe honest. This guide only helps if you acknowledge where you actually are.
- ▌ Command Line Argument Parsing · tools-only bundleThe matches() function allows abbreviations and has caused problems when new arguments are added that share prefixes with existing ones.
- ▌ Submitting Patches · tools-only bundleUse git commit -s to automatically add your Signed-off-by line.
- ▌ Step 1 Reflect · tools-only bundleReview this session for learnings about working with Claude Code in this codebase. Update CLAUDE.md with context that would help future Claude sessions be more effective.
- ▌ Dask Dataframes · tools-only bundleDask DataFrames enable parallel processing of large tabular data by distributing work across multiple pandas DataFrames.
- ▌ Format Specific Patterns 2 · tools-only bundlePractical dasel v3 patterns for each supported data format, plus conversion caveats.
- ▌ Pipeline Phases Complete 5 Phase Skill Creation Reference · tools-only bundleThis document contains the detailed instructions for each phase of skill creation, updated for the Agent Skills Open Standard (SKILL.md-first, no -cskill suffix, spec-compliant frontmatter, cross-platform support).
- ▌ Multi Agent Suite Creation · tools-only bundleA multi-agent suite is a collection of related skills that work together as a unified system.
- ▌ Community Packages · tools-only bundleThe Strands Agents SDK is built on community contributions that extend agent capabilities through custom tools and integrations.
- ▌ Decision Frameworks Logistics Exception Management · tools-only bundleThis reference provides the detailed decision logic, scoring matrices, financial models, and mode-specific resolution workflows for logistics exception management.
- ▌ Decision Frameworks Customs And Trade Compliance · tools-only bundleThis reference provides the detailed decision logic, classification methodology, FTA qualification decision trees, customs valuation methods, restricted party screening protocols, and penalty risk assessment frameworks…
- ▌ Decision Frameworks Returns And Reverse Logistics · tools-only bundleThis reference provides the detailed decision logic, scoring matrices, financial models, grading standards, and disposition workflows for returns and reverse logistics operations.
- ▌ Latency Overhead Troubleshooting 2 · tools-only bundleUse this guide when you see unexpected latency overhead between LiteLLM proxy and the LLM provider.
- ▌ The Unwind AI · tools-only bundleThe Unwind AI is a free Beehiiv-hosted newsletter and open-source ecosystem targeting practitioners building with AI agents, RAG pipelines, and LLMs.
- ▌ Hook Patterns For Kaizen Improvements · tools-only bundleReference for generating Claude Code hooks from analysis findings. Each pattern maps an anti-pattern to a hook configuration that prevents or corrects it.
- ▌ Context Files · tools-only bundleContext files (DEEP.md, AGENTS.md, CLAUDE.md, SOUL.md) are project-level configuration files that are loaded from the backend and injected into the agent's system prompt.
- ▌ Advanced Active Directory Attacks Reference · tools-only bundleWhen a user authenticates to a computer with unconstrained delegation, their TGT is saved to memory.
- ▌ Outcome Analysis And Statistical Methods Guide · tools-only bundleRigorous outcome analysis is essential for clinical decision support documents. This guide covers survival analysis, response assessment, statistical testing, and data visualization for patient cohort analyses and…
- ▌ Phase 4 Automatic Detection · tools-only bundle"This skill should be used for analyses about United States agriculture using official USDA NASS data. Activates when user asks about production, area, yield of commodities like corn, soybeans, wheat.
- ▌ Pyodide Built In Packages · tools-only bundleThese packages are pre-built for Pyodide and available in WASM environments. Any package not on this list must have a pure Python wheel on PyPI to work.
- ▌ Linux Kernel Technical Deep Dive Patterns · tools-only bundlehandling patterns - explicitly verify the code is correct by tracing concrete execution paths
- ▌ Bettercreator Chatgpt Brainstorming Techniques And Prompts · tools-only bundleBetterCreator documents 20 systematic brainstorming techniques designed to unlock creative potential using ChatGPT and language models.
- ▌ Output Locations 28 · tools-only bundleYou are the React Expert - deeply knowledgeable about React's internals, patterns, and ecosystem. You write performant, maintainable React code following current best practices.
- ▌ Create Macos App Icon · tools-only bundleConvert a PNG image to a proper macOS .icns icon file for ClaudeQ Monitor.
- ▌ Mandatory Quality Standards · tools-only bundleSkills are opinionated software that teams rely on daily. A skill that produces wrong calculations, misparses API responses, or silently drops data is worse than no skill at all.
- ▌ Choosing Your Adoption Approach · tools-only bundleIf anyone tells you they've figured this out, they're ahead of the field or overconfident.
- ▌ Claude Code Resources Comparison Matrix · tools-only bundleThis comparison helps you choose the right resource based on your needs, experience level, and learning style.
- ▌ Decision Frameworks Energy Procurement · tools-only bundleThis reference provides detailed decision trees, evaluation matrices, financial models, and strategic frameworks for electricity and gas procurement, tariff optimization, demand charge management, PPA evaluation…
- ▌ Decision Frameworks Carrier Relationship Management · tools-only bundleThis reference provides detailed decision trees, scoring matrices, negotiation models, and strategic frameworks for managing carrier portfolios, negotiating freight rates, running RFPs, and making allocation decisions.
- ▌ Uptrend Analyzer Methodology 2 · tools-only bundleMonty's Uptrend Ratio Dashboard tracks approximately 2,800 US stocks across 11 GICS sectors. For each stock, it determines whether the stock is in an "uptrend" based on the criteria below.
- ▌ Dasel CLI Tool Research Findings · tools-only bundleDasel (Data-Select) is a single-binary CLI tool and Go library for querying, modifying, and transforming structured data files.
- ▌ Competitive Analysis Claude Code Guides And Resources · tools-only bundle✅ Plugin ecosystem: Install via /plugin install, not manual copying ✅ Production configs: Real agents/skills from actual products ✅ Advanced techniques: Memory persistence, continuous learning, verification loops ✅…
- ▌ Voice Consistency And Example Format Checker · tools-only bundleAutomated quality assurance tool for Claude Code skills that enforces imperative voice and consistent example formatting across the skills library.
- ▌ Simple Task Workflow · tools-only bundleMinimal path for straightforward tasks that don't require full orchestration complexity.
- ▌ Hookify Analysis Results · tools-only bundleYou are a conversation analysis specialist that identifies problematic behaviors in Claude Code sessions that could be prevented with hooks.
- ▌ Kaizen Plugin Reference Materials · tools-only bundleMCP server that gives AI assistants direct SQL access to DuckDB databases. Supports local files, in-memory, S3, and MotherDuck cloud.
- ▌ 1 Cfe · tools-only bundleПространства имён и корневой элемент идентичны конфигурации. Атрибут version соответствует версии формата выгрузки.
- ▌ Regression Questioning Protocol · tools-only bundleThe core methodology for exhaustive skill analysis. These questions are applied iteratively until no new insights emerge.
- ▌ Python Porting Guide · tools-only bundlePowerShell 5.1 доступен только на Windows. Python-порты обеспечивают кроссплатформенность (Linux, Mac). Модель opt-in: PS1 — по умолчанию, Python — переключается скриптами.
- ▌ Advanced UI Features · tools-only bundleBeside data visualization during the ephemeral conversation, there are few more advanced UI functionalities which can be implementd if required.
- ▌ External Research Existing Tools For LLM Agent Transcript · tools-only bundleProcess mining is a mature field (van der Aalst, 30+ years) with direct applicability. The COMPASS paper (2025) proves this exact use case works. The toolchain is well-established.
- ▌ Decision Frameworks Inventory Demand Planning · tools-only bundleThis reference provides the detailed decision logic, optimization models, method selection trees, and segmentation methodologies for inventory demand planning at multi-location retailers.
- ▌ Decision Frameworks Production Scheduling · tools-only bundleThis reference provides the detailed decision logic, scheduling algorithms, optimisation methodologies, and capacity planning techniques for production scheduling in discrete and batch manufacturing.
- ▌ Decision Frameworks Quality And Non Conformance Management · tools-only bundleThis reference provides the detailed decision logic, MRB processes, RCA methodology selection, CAPA lifecycle management, SPC interpretation workflows, inspection level determination, supplier quality escalation, and…
- ▌ 2 Configuration XML · tools-only bundleПолный перечень каталогов объектов и их формат — 1c-config-objects-spec.md § 1.
- ▌ Output Locations 29 · tools-only bundleYou are the Pattern Curator - an expert code archaeologist who identifies, extracts, and preserves valuable code patterns. You maintain a living library of reusable snippets that accelerates future development.
- ▌ Voice Consistency And Example Format Guide · tools-only bundleComprehensive guide for maintaining imperative voice and consistent example formatting across all skills.
- ▌ Audit Your Landing Cheatsheet · tools-only bundlePaste the prompt and press Enter. Claude will begin the 4-phase audit.
- ▌ Github Repository Setup For Public Contributions · tools-only bundleEnsure SECURITY.md exists in repository root with vulnerability reporting instructions. See template in Pre-Launch Checklist.
- ▌ Investigation Escalation Anti Pattern · tools-only bundleThe orchestrator progressively reads more source files, each read justified by findings from the previous one, until it decides the task is "simple enough to do myself" — bypassing delegation entirely.
- ▌ Script Patterns Catalog · tools-only bundleStandard Python patterns for skill scripts, derived from successful implementations across the ecosystem. These patterns ensure consistency, reliability, and agentic capability.
- ▌ Patient Cohort Analysis Guide · tools-only bundlePatient cohort analysis involves systematically studying groups of patients to identify patterns, compare outcomes, and derive clinical insights.
- ▌ Resource Evaluation Anaconda Croce Coding Competition · tools-only bundleGuide already addresses isolation/dependency risks without claiming empirical validation from competitive programming contexts.
- ▌ Deployment Details 2 · tools-only bundleUse this reference for service discovery, configuration patterns, quick commands, and common issues.
- ▌ Workflow Documentation Audit Report · tools-only bundleThe workflow documentation is unusually thorough for a project of this size. The WORKFLOW_COMMANDS.md file is a well-structured 876-line reference with mermaid diagrams, input/output tables, and checkpoint documentation.
- ▌ Clinical Trial Reporting Standards 2 · tools-only bundleThe International Council for Harmonisation (ICH) E3 guideline defines the structure and content of clinical study reports (CSRs) for regulatory submission.
- ▌ Output Locations 30 · tools-only bundleYou are the Help Agent - a quick reference guide to all geepers agents. You help users find the right agent for their task and maintain up-to-date documentation of the entire suite.
- ▌ Clang 22 0 0git Documentation · tools-only bundleWhen using clang-format command line utility or clang::format::reformat(...) functions from code, one can either use one of the predefined styles (LLVM, Google, Chromium, Mozilla, WebKit, Microsoft) or create a custom…
- ▌ Render Configuration Guide 2 · tools-only bundleCommon configuration patterns, best practices, and troubleshooting for Render deployments.
- ▌ Anthropic Hooks Reference · tools-only bundleHooks are shell commands (or LLM prompts) that fire at specific lifecycle events. They let you observe, block, modify, or inject context into Claude's behavior -- without changing the model itself.
- ▌ Evaluation Kairn Knowledge Graph Memory MCP · tools-only bundleMCP server Python offrant une mémoire organisée en knowledge graph avec 18 outils.
- ▌ Build Websocket Server 2 · tools-only bundleAutomatically generate production-ready WebSocket servers with Socket.IO or native WebSocket implementations featuring room management, authentication, broadcasting, presence tracking, and resilient connection handling…
- ▌ Backlog Item Lifecycle · tools-only bundleClaims marked with [VERIFY] require confirmation against live script execution before this document is promoted to canonical reference.