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- ▌ Labarchives Third Party Integrations · tools-only bundleLabArchives integrates with numerous scientific software platforms to streamline research workflows.
- ▌ Dex System Improvement Backlog · tools-only bundleWelcome to your Dex system improvement backlog! This file tracks ideas for making Dex better.
- ▌ Security Policies Reference · tools-only bundleComprehensive security configuration guide for Microsoft 365 tenants covering Conditional Access, MFA, DLP, and security baselines.
- ▌ Create API Key · tools-only bundleapi-reference/openapi.json post /api/v0/auth/apikeys/ Creates a new API key with specified permissions for the authenticated user.
- ▌ Openrouter Other · tools-only bundlewindow.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-R8YZRJS2XN');
- ▌ Available Models · tools-only bundleFor more detailed information on using the LiteLLM Proxy, see the LiteLLM Proxy documentation.
- ▌ Parallel Web Systems API Quick Reference · tools-only bundleStandard (non-fast) processors have the same cost but higher latency and freshest data.
- ▌ Siliconflow Userguide · tools-only bundle通过批量 API 发送批量请求到 SiliconFlow 云服务平台，不受在线的速率限制和影响，预期可以在 24 小时内完成，且价格降低 50%。该服务非常适合一些不需要立即响应的工作，比如大型的任务评估、信息分类与提取、文档处理等。批量处理结果文件的 URL 有效期为一个月，请及时转存，以防过期影响业务。
- ▌ Pdd Prompt Linter Tool Specification · tools-only bundleThe PDD Prompt Linter analyzes Prompt-Driven Development (PDD) prompt files and produces actionable suggestions to improve prompt quality.
- ▌ Pyhealth Clinical Prediction Tasks · tools-only bundlePyHealth provides 20+ predefined clinical prediction tasks for common healthcare AI applications. Each task function transforms raw patient data into structured input-output pairs for model training.
- ▌ External Links Feature · tools-only bundleThe External Links feature provides administrators with the ability to configure and display custom navigation links to external resources, systems, and services directly within the SimpleChat interface, creating a…
- ▌ Reference Documentation For Data Analysis · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Senior Pm · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Abstract Domain Explorer · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Beautiful Mermaid · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Xiaohongshu Recruiter · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Session Handoff · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Vulnerability Pattern Matcher · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Taint Instrumentation Assistant · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Reference Documentation For Interface Specification · tools-only bundleThis is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
- ▌ Dex Folder Structure Para Method · tools-only bundleDex uses the PARA method for organization: Projects, Areas, Resources, and Archives.
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- ▌ Sqlite Database Integration · tools-only bundleEmbeddings are stored as JSON-serialized text in SQLite since there's no native vector type.
- ▌ Storage Integrations · tools-only bundleData warehouses, databases, object storage, and table formats for persistent data storage and analytics.
- ▌ Phase 3 Learning Engine API Reference · tools-only bundleThis document provides a comprehensive API reference for the Phase 3 Intelligent Learning System, including all classes, methods, and data structures introduced in the synergistic integration.
- ▌ Expense Reports · tools-only bundleIn this scenario, all expense reports appear routine and legitimate, with no fictitious claims or inflated spending.
- ▌ Commands Skills Migration Summary · tools-only bundleYou can safely delete .claude/commands/ once you've verified all skills work correctly.
- ▌ Control Center Feature · tools-only bundleThe Control Center is a comprehensive administrative interface that provides data and workspace management capabilities for administrators.
- ▌ User Agreement Feature · tools-only bundleThe User Agreement feature allows administrators to configure a global agreement that users must accept before uploading files to workspaces.
- ▌ How To Scale Simple Chat On Azure · tools-only bundleWhen your Simple Chat deployment grows in users, data, or usage, you'll need to scale the underlying Azure resources.
- ▌ Siliconflow API Reference · tools-only bundlepost /audio/speech Generate audio from input text. The data generated by the interface is the binary data of the audio, which requires the user to handle it themselves.
- ▌ Storage Architecture · tools-only bundleOpenViking uses a dual-layer storage architecture that separates content storage from index storage.
- ▌ Skills Lister MCP Server Summary · tools-only bundleClaude will automatically call list_skills with zero token usage.
- ▌ Table Operations Astropy Table · tools-only bundleThe astropy.table module provides flexible tools for working with tabular data, with support for units, masked values, and various file formats.
- ▌ Skill Directory Structure Reference · tools-only bundleComplete guide to Claude skill directory organization and file requirements.
- ▌ Superpowers A Research Document On Obra Superpowers · tools-only bundleSuperpowers is a complete software development workflow system for AI coding agents (particularly Claude Code) that transforms how agents approach software development.
- ▌ Filter Meta Block · tools-only bundleorder and partitioned into a sequence of data blocks. These blocks come one after another at the beginning of the file.
- ▌ Anthropic Effort Parameter · tools-only bundleControl how many tokens Claude uses when responding with the effort parameter, trading off between response thoroughness and token efficiency.
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- ▌ Apex Best Practices Reference 2 · tools-only bundleApex triggers can process up to 200 records at once. Code that works for single records often fails at scale.
- ▌ Best Practices 2 · tools-only bundleEssential principles and proven strategies for effective documentation discovery.
- ▌ Dask Best Practices · tools-only bundleThese alternatives often provide better returns than distributed systems and should be exhausted before scaling to parallel computing.
- ▌ Semantic Layer Best Practices · tools-only bundleSynthesized from the dbt Semantic Layer best practices guide.
- ▌ Sepay Best Practices · tools-only bundleProduction-proven patterns for Vietnamese bank transfer payments via SePay/VietQR, covering transaction parsing, webhook handling, order matching, currency conversion, and error handling.
- ▌ AWS Best Practices For Startups · tools-only bundleProduction-ready practices for serverless, cost optimization, security, and operational excellence.
- ▌ Start Here World Class Team Skills · tools-only bundleOriginal engineering skills guide covering the 9 engineering roles in detail.
- ▌ Open Notebook API Reference · tools-only bundleInteractive API documentation is available at http://localhost:5055/docs (Swagger UI) and http://localhost:5055/redoc (ReDoc).
- ▌ Apex Best Practices Reference · tools-only bundleApex triggers can process up to 200 records at once. Code that works for single records often fails at scale.
- ▌ Agent Skills Authoring Best Practices · tools-only bundleThis document covers practical authoring guidance for writing effective skills that agents can discover and use successfully.
- ▌ Agent Skills Authoring Best Practices 2 · tools-only bundleThis document covers practical authoring guidance for writing effective skills that agents can discover and use successfully.
- ▌ Bigquery Guide For Idc 2 · tools-only bundleFor most queries and downloads, use idc-index (see main SKILL.md). This guide covers BigQuery for advanced use cases requiring full DICOM metadata or complex joins.
- ▌ Working Preferences · tools-only bundleCapture how you like to work so the AI can adapt to your style. When you share a preference, the AI will add it here.
- ▌ Soql And Sosl · tools-only bundleQueries must be selective to avoid full table scans. A query is selective when it uses indexed fields that filter to less than 10% of records (or 333,333 records for large objects).
- ▌ Best Practices Guide · tools-only bundleThis guide helps you get the most value from mcpbr while avoiding common pitfalls. Whether you're testing a new MCP server, optimizing costs, or setting up CI/CD pipelines, these practices will help you work effectively.
- ▌ Best Practices Guide 2 · tools-only bundleThis guide helps you get the most value from mcpbr while avoiding common pitfalls. Whether you're testing a new MCP server, optimizing costs, or setting up CI/CD pipelines, these practices will help you work effectively.
- ▌ Drug Targets And Pathways · tools-only bundleDrugBank provides comprehensive information about drug-protein interactions including targets, enzymes, transporters, and carriers.
- ▌ Best Practices 3 · tools-only bundleGuidelines for project organization, security, performance, collaboration, and cost management.
- ▌ Command Best Practices · tools-only bundleThis document provides quality guidelines, writing style recommendations, common pitfalls, and a detailed template structure for creating effective slash commands.
- ▌ Polars Best Practices And Performance Guide · tools-only bundleComprehensive guide to writing efficient Polars code and avoiding common pitfalls.
- ▌ Claude Code Skill Design Best Practices · tools-only bundleComprehensive guide to designing effective, maintainable, and secure skills.
- ▌ Marp Slide Creation Best Practices · tools-only bundleMarp does not support animations by default. Focus on simple slide transitions.
- ▌ Tdd Iron Laws · tools-only bundleThis is non-negotiable. If you wrote production code before writing a failing test, delete it and start over. No exceptions.
- ▌ Standalone Prompts Guide · tools-only bundleGuidance for crafting effective standalone prompts - the one-off instructions you give Claude in conversation.
- ▌ Tailwind CSS Utility Reference · tools-only bundleCore utility classes for layout, spacing, typography, colors, borders, and shadows.
- ▌ Reusable Subflow Library · tools-only bundleThe Subflow Library provides pre-built, production-ready subflows that accelerate flow development and enforce best practices.
- ▌ Simple Chat Admin Configuration · tools-only bundleOnce the application is running and you log in as a user assigned the Admin role, you can access the Admin Settings page.
- ▌ Admin Configuration Reference · tools-only bundleThis reference provides complete details about all administrative configuration options available in Simple Chat.
- ▌ Simple Chat Application Scaling · tools-only bundleCosmos DB stores metadata, conversations, settings, etc. Scaling focuses on Request Units per second (RU/s) and global distribution.
- ▌ Uploading And Managing Documents · tools-only bundleDocuments are the foundation of Simple Chat's Retrieval-Augmented Generation (RAG) capabilities.
- ▌ Standard Readme Specification · tools-only bundleA compliant README must satisfy all the requirements listed below.
- ▌ Systematic Debugging 2 · tools-only bundleJumping to fixes without understanding causes creates more bugs. Systematic debugging prevents the "fix one thing, break two more" cycle.
- ▌ Storytelling Design Peak Experience · tools-only bundle"Too much of anything isn't good"—use restraint. Peak moments should be intentional, not overwhelming.
- ▌ Tailwind CSS Responsive Design · tools-only bundleTailwind uses mobile-first responsive design. Base styles apply to all screen sizes, then use breakpoint prefixes to override at larger sizes.
- ▌ Shared Cache Support For Group And Public Workspace Searches · tools-only bundleThe initial Cosmos DB cache implementation (v0.229.064) had a critical bug that prevented cache sharing for group and public workspace searches.
- ▌ Control Center Bug Fixes Summary · tools-only bundle✅ Chart Legend: Now shows exactly 3 items (Chats, Documents, Logins) with proper spacing ✅ JavaScript Error: Fixed tooltip callback error that was breaking chart rendering ✅ Loading Spinner: Now properly disappears…
- ▌ Simple Chat Application Workflows · tools-only bundleThis workflow describes how documents uploaded via "Your Workspace" or "Group Workspaces" are processed for Retrieval-Augmented Generation.
- ▌ Vision Model Parameter Fix For Gpt 5 And O Series Models · tools-only bundleHowever, o-series reasoning models (o1, o3, etc.) and gpt-5 models require the maxcompletiontokens parameter instead of max_tokens.
- ▌ Apex Benchmarking Guide · tools-only bundlePerformance testing is essential for writing efficient Apex code. This guide covers reliable benchmarking techniques and real-world performance data.
- ▌ Statistical Tests And Diagnostics Reference · tools-only bundleThis document provides comprehensive guidance on statistical tests, diagnostics, and tools available in statsmodels.
- ▌ Sync Skills Readme · tools-only bundleUpdate the root README.md "Available Skills" table with all skills currently in the skills/ directory. This command scans skills, reads their metadata, categorizes them, and regenerates the table.
- ▌ Target Annotations And Features · tools-only bundleOpen Targets defines a target as "any naturally-occurring molecule that can be targeted by a medicinal product." Targets are primarily protein-coding genes identified by Ensembl gene IDs, but also include RNAs and…
- ▌ Tanstack Router Typescript Patterns · tools-only bundleTanStack Router provides full type safety for routes, params, search params, and loader data.
- ▌ Pdd Sync Command Comprehensive Problem Analysis And · tools-only bundleThe PDD sync command promises to be a "PRIMARY COMMAND" that automatically executes the complete PDD workflow loop.
- ▌ Issue Description · tools-only bundleThis fix resolves the fundamental infrastructure issues that were preventing the workflow PDF display feature from functioning properly.
- ▌ System Prompt Design · tools-only bundleThis reference provides comprehensive frameworks for designing effective system prompts that establish consistent model behavior, define clear boundaries, and ensure reliable performance across diverse applications.
- ▌ Adr 018 Storage Architecture · tools-only bundleFiles can be marked as private (compile but don't copy to output).
- ▌ Adr 020 Strict Static Compilation Model · tools-only bundleThe core tension: ordering (what order to compile documents) vs staleness (what dependencies to check for changes).
- ▌ Web Search Via Azure AI Foundry Agents · tools-only bundleSimpleChat now supports web search capability through Azure AI Foundry agents using the Grounding with Bing Search service.
- ▌ Tailwind CSS Customization · tools-only bundleConfig file structure, custom utilities, plugins, and theme extensions.
- ▌ Conversation Deep Linking · tools-only bundleSimpleChat now supports conversation deep linking through URL query parameters. Users can share direct links to specific conversations, and the application will automatically navigate to and load the referenced…
- ▌ Semantic Kernel Questions · tools-only bundleCustom plugin developed for Simple Chat added to collect only the content from html and strip away the raw html, also support PDF urls, also support summarization when urls are larger than 200k tokens with the goal of…
- ▌ AWS Secrets Manager Spring Boot Integration · tools-only bundleIntegrate AWS Secrets Manager with Spring Boot applications using the caching library for optimal performance and security.
- ▌ Time Based Logging Turnoff Feature · tools-only bundleThe Time-Based Logging Turnoff feature provides administrators with the ability to enable debug logging and file process logging with automatic turnoff capabilities.
- ▌ Group Table Auto Refresh Fix · tools-only bundleThis fix ensures that when the Control Center data refresh completes, the groups table automatically updates with fresh data without requiring a page refresh.
- ▌ Workspace Activity Modal Function Fix · tools-only bundleThe Public Workspace Activity Timeline was missing the modal popup functionality when clicking on activity logs, unlike the Group Activity Timeline which had this feature.
- ▌ Windows Unicode Encoding Issue Report · tools-only bundleThis fix addresses a critical cross-platform compatibility issue where the application fails on Windows when processing or displaying Unicode characters beyond the Western European character set.
- ▌ Slime Source Code Quick Reference · tools-only bundleThis document provides quick access to important source code files, functions, and classes in the SLIME codebase.
- ▌ Biomarker Classification And Interpretation Guide · tools-only bundleBiomarkers are measurable indicators of biological state or condition. In clinical decision support, biomarkers guide diagnosis, prognosis, treatment selection, and monitoring.
- ▌ Strangler Fig Pattern · tools-only bundleThe strangler fig pattern gradually replaces legacy systems by incrementally building new functionality around the old system, eventually "strangling" it out of existence.
- ▌ Unit Test Overrides · tools-only bundleWhen configuring your unit test, you can override the output of macros, project variables, or environment variables for a given unit test.