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- ▌ Credits And Acknowledgments 3 · tools-only bundleThis skill was built upon the collective wisdom of the technical documentation and diagramming community.
- ▌ Microsim Standardization Skill · tools-only bundleEditor](https://editor.p5js.org/dmccreary/sketches/P5_ID) link, if the link does not exist, prompt the user for a path to their sketch.
- ▌ Additional Features · tools-only bundleThis document covers additional protocols.io API features including user profiles, recently published protocols, experiment records, and notifications.
- ▌ Deepchem API Reference · tools-only bundleThis document provides a comprehensive reference for DeepChem's core APIs, organized by functionality.
- ▌ Alphafold Database API Reference · tools-only bundleThis document provides comprehensive technical documentation for programmatic access to the AlphaFold Protein Structure Database.
- ▌ Rdkit API Reference · tools-only bundleThis document provides a comprehensive reference for RDKit's Python API, organized by functionality.
- ▌ Pages API Introduction · tools-only bundleGuides the API introduction page →typically at /api →that overviews the API, use cases, and links to documentation. API documentation (endpoint reference, code examples) lives on separate pages.
- ▌ Find Givenameditem Utilcreateentitybyname And · tools-only bundleLocate GiveNamedItem, UTILCreateEntityByName and CBaseEntityDispatchSpawn in CS2 server.dll or server.so using IDA Pro MCP tools.
- ▌ Supervisor Mode Multi Agent QA · tools-only bundleOriginally developed for fabrikIQ - AI-powered manufacturing data analysis.
- ▌ About This Book · tools-only bundle{{SITE_NAME}} is an intelligent textbook designed to provide a comprehensive learning experience.
- ▌ Problem Solving Skills Attribution · tools-only bundleThese skills were derived from agent patterns in the Amplifier project.
- ▌ Find Ccsplayeritemservicesgivenameditem 4 · tools-only bundleLocate CCSPlayerItemServicesGiveNamedItem in CS2 server.dll or libserver.so using IDA Pro MCP tools.
- ▌ Zinc Database API Reference · tools-only bundleComplete technical reference for programmatic access to the ZINC database, covering API endpoints, query syntax, parameters, response formats, and advanced usage patterns for ZINC22, ZINC20, and legacy versions.
- ▌ Advanced Brainstorming Methodologies · tools-only bundleThis reference document provides detailed descriptions of structured brainstorming frameworks that can be applied to scientific ideation.
- ▌ Advanced Features 2 · tools-only bundleThis reference covers advanced OMERO operations including permissions, deletion, filesets, and administrative tasks.
- ▌ Openfda API Basics · tools-only bundleThis reference provides comprehensive information about using the openFDA API, including authentication, rate limits, query syntax, and best practices.
- ▌ Career MCP Integration 2 · tools-only bundleYour personal career development coach. Brain dump about your work, reflect on challenges, and get coaching that adapts to your role and career level.
- ▌ Career MCP Integration 3 · tools-only bundleYour personal career development coach. Brain dump about your work, reflect on challenges, and get coaching that adapts to your role and career level.
- ▌ Clinicaltrials Gov API V2 Reference Documentation · tools-only bundleThe ClinicalTrials.gov API v2 is a modern REST API that provides programmatic access to the ClinicalTrials.gov database, which contains information about clinical studies conducted around the world.
- ▌ Agentforce Flow Diagram Template · tools-only bundleFlowchart template for visualizing Agentforce agent architecture and conversation flows.
- ▌ Broader Impacts Strategies And Best Practices · 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.
- ▌ Model Specific Expectations · tools-only bundleThis document describes expected behavior differences across Claude models when using the session-handoff skill.
- ▌ Aggregation And Groupby · tools-only bundleAggregation transforms data from individual records to summary statistics. This reference covers GroupBy, pivot tables, crosstab, and advanced aggregation patterns with pandas 2.0+.
- ▌ Content Analytics And Performance Metrics · tools-only bundleComprehensive guide for tracking, measuring, and optimizing content performance.
- ▌ How To Create A Pull Request Using Github CLI · tools-only bundleThis guide explains how to create pull requests using GitHub CLI in our project.
- ▌ Labarchives API Reference · tools-only bundleDownload complete notebook data including entries, attachments, and metadata.
- ▌ Database Optimization Guide · tools-only bundlePractical strategies for PostgreSQL query optimization, indexing, and performance tuning.
- ▌ Fastf1 Formula 1 Data · tools-only bundleDerive the current year from the system prompt's date (e.g., currentDate: 2026-02-16 → current year is 2026).
- ▌ Tech Lead S Club Spec Driven Development · tools-only bundlePlan and implement projects with precision. Granular tasks. Clear dependencies. Right tools.
- ▌ Human Writing Skill · tools-only bundledescription: Plattformunabhaengige Schreibregeln fuer authentische, menschliche Texte. Verhindert KI-typische Sprachmuster, Phrasen und Strukturen.
- ▌ Marketing Skills Claude Code Guidance · tools-only bundleThis guide covers the 3 production-ready marketing skills and their Python automation tools.
- ▌ Context Degradation Patterns · tools-only bundlePredictable degradation as context grows. Not binary - a continuum.
- ▌ Daily Routine · tools-only bundleOperational cadence for running LeanOS Core. Covers daily, weekly, and trigger-based routines.
- ▌ MCP Gateway Manual Acceptance Testing · tools-only bundleAcceptance testing for MCP Gateway. Use these example steps to ensure a deploy MCP Gateway is working correctly in your environment.
- ▌ Dev Docs Update Dev Docs Aktualisieren · tools-only bundleFalls keine gefunden: Frage Nutzer ob /dev-docs erstellt werden soll.
- ▌ Attention Budget Design Fr Agentic Systems · tools-only bundleDu hilfst mir, das Attention Budget für ein agentisches System zu planen. Context Window Space ist endlich und teuer. Jeder Token ist ein Token Aufmerksamkeit.
- ▌ Consistency Rules Reference · tools-only bundleDetailed validation rules for ensuring skill quality and consistency.
- ▌ Abductive Mode · tools-only bundleGenerate ≥5 hypotheses across ≥3 categories before evaluating any.
- ▌ Add Skill · tools-only bundleCopy a skill from a source path to the project, verify naming consistency, and generate README.md if missing.
- ▌ API Reference Programmatic Usage · tools-only bundleSkill Seekers can be used programmatically for integration into other tools, automation scripts, and CI/CD pipelines.
- ▌ Actions Implementation Guide · tools-only bundleComplete guide to implementing actions in Agentforce agents, including Flow, Apex, external API integrations, and advanced patterns.
- ▌ Actions Reference · tools-only bundleComplete guide to Agent Actions in Agentforce: Flow, Apex, API, Prompt actions, escalation routing, and GenAiFunction metadata.
- ▌ If Vars Generate Scripts Default True · tools-only bundle{% if vars.generatescripts | default(true) %} {% set server = colin.mcp.source.serverinfo() %} {% set servername = vars.mcpprovidername | default(server.name) %} {% set skillname = servername | lower | replace(" ", "-")…
- ▌ Accessibility Guide For Lwc 2 · tools-only bundleComprehensive guide to building WCAG 2.1 AA compliant Lightning Web Components.
- ▌ Add Events To A Timeline · tools-only bundleAdd an additional event for "Claude Code Released" on February 24, 2025
- ▌ Accessibility Guide For Lwc · tools-only bundleComprehensive guide to building WCAG 2.1 AA compliant Lightning Web Components.
- ▌ Pattern Claude Desktop Server Troubleshooting · tools-only bundleSystematic approach to debugging Claude Desktop crashes or connection errors caused by MCP servers or Claude Extensions.
- ▌ Add Help Feature To Book Installer Skill · tools-only bundleAdded a "help" feature to the book-installer skill that displays a comprehensive catalog of MkDocs features that can be added to intelligent textbooks.
- ▌ Skill Extractor 3 · tools-only bundledescription: Analyzes Claude Code commands and agents to identify and extract reusable components into properly structured skills with migration reports
- ▌ Gemini Image Generation · tools-only bundleGenerate images directly from Claude Code CLI using Google's Gemini API.
- ▌ API Contract Sync · tools-only bundleAutomatically detect and synchronize API contracts between backend and frontend when data structures, endpoints, or message formats change. Ensures type safety and prevents runtime errors from contract mismatches.
- ▌ Additional Uspto Apis Reference · tools-only bundleBeyond patent search, PEDS, and trademarks, USPTO provides specialized APIs for citations, office actions, assignments, litigation, and other patent data.
- ▌ Repository Overview · tools-only bundleThis file provides guidance to AI coding agents (Claude Code, Cursor, Copilot, etc.) when working with code in this repository.
- ▌ Active Skills Design Demand Driven Documentation Loading · tools-only bundleTransform Skill_Seekers from creating passive documentation dumps into active, intelligent skills that load documentation on-demand.
- ▌ Update Changelog · tools-only bundleThis command adds a new entry to the project's CHANGELOG.md file.
- ▌ Advanced Workflow Patterns · tools-only bundleFor fragile operations, create validation scripts that catch errors early.
- ▌ Tool Title Or Tool Name · tools-only bundle{% set server = colin.mcp.source.serverinfo() %} {% for tool in colin.mcp.source.listtools() %} {% set servername = vars.mcpprovidername | default(server.name) %} {% set skillname = servername | lower | replace(" "…
- ▌ When Main Claude Should Use Advisor · tools-only bundleAdvisor runs AFTER research, BEFORE plan writing. It's a sanity check gate.
- ▌ Part 11 Overview · tools-only bundleElectronic records and electronic signatures compliance for FDA-regulated systems.
- ▌ Azure Document Intelligence REST Sdk For Typescript · tools-only bundleExtract text, tables, and structured data from documents using prebuilt and custom models.
- ▌ Azure App Configuration Sdk For Typescript · tools-only bundleCentralized configuration management with feature flags and dynamic refresh.
- ▌ About The Claude Skills For Intelligent Textbooks Project · tools-only bundleThis website contains resources for using Anthropic Claude Skills to create intelligent textbooks.
- ▌ Advanced Features · tools-only bundleFluidSim supports several forcing mechanisms to maintain turbulence or drive specific dynamics.
- ▌ Fda Animal And Veterinary Databases · tools-only bundleThis reference covers FDA animal and veterinary medicine API endpoints accessible through openFDA.
- ▌ Advanced Usage Revision And Branching · tools-only bundleYou don't need to manually manage state—focus on expressing reasoning clearly.
- ▌ Azure Storage Blob Typescript Javascript · tools-only bundleSDK for Azure Blob Storage operations — upload, download, list, and manage blobs and containers.
- ▌ Find Cnetworkgameserver Getfreeclient · tools-only bundleLocate CNetworkGameServer_GetFreeClient in CS2 engine2.dll or libengine2.so using IDA Pro MCP tools.
- ▌ Find Ccsplayeritemservicesgivenameditem · tools-only bundleLocate CCSPlayerItemServicesGiveNamedItem in CS2 server.dll or server.so using IDA Pro MCP tools.
- ▌ Azure AI Voicelive Javascript Typescript · tools-only bundleReal-time voice AI SDK for building bidirectional voice assistants with Azure AI in Node.js and browser environments.
- ▌ Find Ccsplayeritemservicesgivenameditem 2 · tools-only bundleLocate CCSPlayerItemServicesGiveNamedItem in CS2 server.dll or server.so using IDA Pro MCP tools.
- ▌ Azure AI Projects Sdk For Typescript · tools-only bundleHigh-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations.
- ▌ Find Legacygameeventlistener · tools-only bundleLocate LegacyGameEventListener in CS2 server.dll or server.so using IDA Pro MCP tools.
- ▌ Career MCP Integration · tools-only bundleYour personal career development coach. Brain dump about your work, reflect on challenges, and get coaching that adapts to your role and career level.
- ▌ Adr 014 Calendar Aligned Staleness · tools-only bundleThese are different. A document compiled at 11pm with stale: 1d won't rebuild until 11pm tomorrow. But with calendar alignment, it should rebuild at midnight.
- ▌ Clean Git Branches · tools-only bundleSafely remove merged and stale git branches with confirmation.
- ▌ Iv A Few Matters Of Form · tools-only bundleI went to his house yesterday (my third attempt to see him), but he had left town.
- ▌ Economic Calendar Fetcher · tools-only bundleRetrieve upcoming economic events and data releases from the Financial Modeling Prep (FMP) Economic Calendar API.
- ▌ Azure AI Content Safety REST Sdk For Typescript · tools-only bundleAnalyze text and images for harmful content with customizable blocklists.
- ▌ Documentation Update Workflow · tools-only bundleUse this skill when code changes require updates to the README, plans, wikis, or docstrings. Run Skill(sanctum:git-workspace-review) first to capture the change context.
- ▌ Azure Storage File Share Typescript Javascript · tools-only bundleSDK for Azure File Share operations — SMB file shares, directories, and file operations.
- ▌ Advanced Trading API Patterns · tools-only bundleSupplementary patterns for the swap-integration skill covering smart account integration, L2 WETH handling, and rate limiting.
- ▌ Find Ccsplayeritemservicesgivenameditem 3 · tools-only bundleLocate CCSPlayerItemServicesGiveNamedItem in CS2 server.dll or server.so using IDA Pro MCP tools.
- ▌ Find Cnetworkgameserver Getfreeclient 2 · tools-only bundleLocate CNetworkGameServer_GetFreeClient in CS2 engine2.dll or libengine2.so using IDA Pro MCP tools.
- ▌ Backlog System Redesign Github Issues As Source Of Truth 2 · tools-only bundleCurrent architecture has BACKLOG.md as primary source of truth with GitHub Issues as a secondary mirror. This is inverted — only works for one agent in one repo clone. A second session, different machine, or teammate sees stale markdown files. Redesign so GitHub Issues + Projects are the backend (available from anywhere) and local .claude/backlog/ files are a derived read cache rebuilt on demand. Key changes: (1) add creates GitHub Issue first, writes local cache from response, (2) list queries gh issue list with label filters, caches locally for speed, (3) update does gh issue edit first then updates cache, (4) close happens via Fixes #N in PR — GitHub auto-closes on merge, no manual skill workflow needed, (5) status lives in GitHub labels not markdown fields, (6) priority lives in GitHub labels not markdown section headers, (7) plan artifacts attached as issue comments or linked in body, (8) groomed content written into issue body expandable sections. Add pull/push commands: backlog.py pull fetches all open
- ▌ Reduce Session Start Context Load Via Rules Path Scoping And · tools-only bundleSession context is at 50% before any work begins. Root causes identified: (1) All custom agent descriptions load at session start (~5k tokens for 50+ agents) with no lazy loading mechanism. (2) CLAUDE.md files load unconditionally and in full (~18k tokens for memory files). (3) All plugin skills load descriptions at startup. Research confirmed these optimization primitives exist but are unused: 'paths' frontmatter in .claude/rules/*.md loads rule only when working with matching file patterns; 'd
- ▌ React Frontend Development Expert 2 · tools-only bundleExpert React frontend developer that provides React 19, Vite, TypeScript, Tailwind CSS, and shadcn/ui capabilities. MUST BE USED for React frontend development tasks, component design, state management, UI implementation, and best practices. Use PROACTIVELY for building modern, responsive, and accessible React applications with latest React 19 features.
- ▌ Sam Human Escalation Criteria · tools-only bundleDefine explicit triggers for escalating to human at each stage (not just Discovery). When should agents block and ask vs attempt repair vs fail?
- ▌ Nestjs Backend Development Expert 2 · tools-only bundleExpert NestJS backend developer specializing in feature implementation, architecture, and best practices. Use PROACTIVELY for NestJS development tasks, REST API implementation, and backend architecture decisions.
- ▌ Typescript Documentation Expert 2 · tools-only bundleExpert TypeScript documentation specialist creating comprehensive technical documentation for TypeScript projects. Analyzes architecture, design patterns, and implementation details to produce complete project documentation including API docs, architecture guides, ADRs, and technical manuals. Use PROACTIVELY for system documentation, architecture guides, API documentation, and technical deep-dives.
- ▌ Contextual AI Documentation Optimizer 3 · tools-only bundleOptimize prompts, SKILL.md, and CLAUDE.md files for better Claude comprehension using self-verifying methodology. Use when improving prompt effectiveness, rewriting instructions for AI consumption, analyzing ineffective prompts, or refining system prompts and agent configurations. Applies RT-ICA pre-check and CoVe post-check to ensure verified optimization with token impact reporting and structural enforcement recommendations.
- ▌ Typescript Software Architect Review 2 · tools-only bundleExpert TypeScript software architect specializing in Clean Architecture, Domain-Driven Design (DDD), Node.js patterns, and modern TypeScript frameworks. Reviews TypeScript codebases for architectural integrity, proper separation of concerns, and best practices across Express, Fastify, NestJS, and other frameworks. Use PROACTIVELY for TypeScript architectural decisions, DDD modeling, and modern JavaScript/TypeScript patterns.
- ▌ Sam Error Recovery Rollback Procedures · tools-only bundleDefine explicit procedure when a task fails irrecoverably. How to undo artifact changes? How to restore artifact plane to consistent state after failure?
- ▌ Gitlab Skill Remove Hardcoded Corporate Url 2 · tools-only bundle`validate_glfm.py` lines 152-153 hardcode `https://sourcery.assaabloy.net` as the default GitLab instance URL. `gitlab-ci-local-guide.md` line 51 also references this URL. This leaks a corporate internal URL into a public repository. Replace with a generic placeholder (e.g., `https://gitlab.example.com`) or make the URL a required argument with no default.
- ▌ Conventional Commits Fix Changelog References To Nonexis 2 · tools-only bundleCHANGELOG references files that do not exist in the repository. Additionally, related skills referenced in the plugin do not exist. All dead references need to be either created or removed.
- ▌ Typescript Security Expert 2 · tools-only bundleExpert security auditor specializing in TypeScript/Node.js application security, DevSecOps, and comprehensive cybersecurity. Masters vulnerability assessment, threat modeling, secure authentication (JWT/OAuth2), OWASP standards, and TypeScript-specific security patterns. Handles security for Express, NestJS, Next.js, and Node.js applications. Use PROACTIVELY for TypeScript security audits, DevSecOps, or compliance implementation.
- ▌ Install Learning Graph Viewer 3 · tools-only bundleThis skill installs an interactive learning graph viewer application into an intelligent textbook project. Use this skill when working with a textbook that has a learning-graph.json file and needs a visual, interactive graph exploration tool with search, filtering, and statistics capabilities.
- ▌ Sam Context Size Management · tools-only bundleDefine explicit guidance for measuring and managing context size per agent. What's the target token budget? How to detect context pressure?
- ▌ Python CLI Architect 2 · tools-only bundleCreates, enhances, and reviews Python CLI code using Typer and Rich — use for CLI tools, scripts with progress bars or tables, async processing, modernizing existing CLIs, or any Python implementation task. Expert in type annotations, Rich components (tables, progress bars, panels), async patterns, and clean architecture. <example> Context -- User wants to create a new CLI script for file processing. user -- "I need to build a CLI tool that processes multiple files and shows progress" assistant -- "I'll use python-cli-architect to create a modern CLI with Typer, Rich progress bars, and error handling." </example> <example> Context -- User needs to implement async CLI operations. user -- "I need a CLI that can process multiple API requests concurrently" assistant -- "I'll use python-cli-architect to implement async patterns with semaphores and progress feedback." </example>
- ▌ Python CLI Design Spec 2 · tools-only bundleSystem architect for Python CLI tool design. Creates architecture specs, technology stack recommendations, command interfaces, and data models. Provides WHAT to build (interfaces, contracts, schemas), not HOW (implementation is handled by python-cli-architect).
- ▌ General Software Architect 2 · tools-only bundleDesigns comprehensive feature architectures by analyzing existing codebase patterns and providing detailed implementation blueprints with specific files, components, data flows, and build sequences