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- ▌ Salesforce CLI Commands Reference 4 · tools-only bundleThis guide covers sf CLI v2 commands for metadata operations, org queries, and deployment tasks.
- ▌ Shadcn UI Theming And Customization · tools-only bundleTheme configuration, CSS variables, dark mode, and component customization.
- ▌ Getting Started With Pdd On Windows · tools-only bundleThis example shows you how to set up Prompt-Driven Development (PDD) with Windows and run the built-in Hello example.
- ▌ Simplicity Vs Easy · tools-only bundleWhen we reach for the "easy" solution - the familiar pattern, the framework we know, the abstraction we've used before - we often add complexity. The easy path introduces concepts that intertwine with others.
- ▌ Skill Architecture Guide Layering And Splitting · tools-only bundleComplete guide for architecting complex multi-skill systems using the router/dispatcher pattern.
- ▌ Skills Development Guide · tools-only bundleThis guide provides detailed information for developing skills in IntentKit.
- ▌ Lamindb Setup And Deployment · tools-only bundleThis document covers installation, configuration, instance management, storage options, and deployment strategies for LaminDB.
- ▌ Skills Vs Projects Detailed Comparison · tools-only bundleComprehensive guide to understanding when to use Skills versus Project instructions, and when to combine them.
- ▌ Common Smarts Patterns For Rdkit · tools-only bundleThis document provides a collection of commonly used SMARTS patterns for substructure searching in RDKit.
- ▌ Signal Processing · tools-only bundlePyOpenMS provides algorithms for processing raw mass spectrometry data including smoothing, filtering, peak picking, centroiding, normalization, and deconvolution.
- ▌ CSV Column Consistency Fix · tools-only bundleWhen tabular data files (like credit card statements, financial reports) had inconsistent column counts in their CSV format, the frontend DataTables component would fail with a "DataTables warning: table…
- ▌ Navigation Menu Access Fix · tools-only bundleThe navigation menu items for "My Groups" and "My Public Workspaces" in the user account dropdown were incorrectly restricted based on CREATE permissions rather than just feature enablement.
- ▌ Plugin Duplication Bug Fix · tools-only bundleWhen creating new plugins/actions, the system was duplicating all existing plugins instead of just adding the new one. This resulted in multiple copies of the same plugin appearing in the database.
- ▌ Issue Description 9 · tools-only bundleThis fix resolves a Content Security Policy (CSP) violation that prevented enhanced citations PDF documents from being displayed in iframe modals.
- ▌ Agent Streaming Plugin Execution Fix · tools-only bundleAgent streaming was failing when agents attempted to execute plugins (tools/functions) during streaming.
- ▌ Skill Trigger Logging System · tools-only bundleClaude Code hooks can observe file reads and user prompts. By correlating these, we can reconstruct which skills were invoked for which prompts.
- ▌ Simple Chat Setup Instructions · tools-only bundleThe deployers folder has three different IaC technologies to choose from. You will only choose one of them.
- ▌ Issue Description 5 · tools-only bundleBing Web Search service has been deprecated by Microsoft and is no longer available for use.
- ▌ Conversation Id Display Fix · tools-only bundleAdded conversation ID display to the Basic Information section of the conversation metadata modal.
- ▌ Unicode Table Rendering Fix · tools-only bundleFixed the issue where AI-generated tables (particularly from the ESAM Agent) were not rendering as proper HTML tables in the chat interface.
- ▌ Issue Description 8 · tools-only bundleThe workspace scope selector in the chat interface was only affecting document filtering but not prompt filtering.
- ▌ Debug Logging Toggle Feature · tools-only bundleA new feature that allows administrators to enable or disable debug print statements across the entire SimpleChat application through the admin settings interface.
- ▌ Document Upload Azure Di API Parameter Fix · tools-only bundleAdditionally, the system was incorrectly creating conversations and uploading files to new conversations instead of processing them in the intended workspace.
- ▌ Issue Description 6 · tools-only bundleWhen users have group workspaces enabled but haven't selected an active group yet, the chat interface was generating JavaScript console errors from failed API calls to /api/groupdocuments and /api/groupprompts.
- ▌ Activity Timeline Show All Logs Fix · tools-only bundleThis matches the actual structure saved in functionsactivitylogging.py which uses oldstatus and newstatus.
- ▌ External Links New Window Fix · tools-only bundleWeb links in AI responses and user messages were opening in the same window/tab, replacing the current chat session.
- ▌ Sidebar Navigation Title Length Control Fix · tools-only bundleThe application title in the sidebar navigation could extend beyond the sidebar width, causing layout issues and poor user experience.
- ▌ Workspace Upload Conversation Fix · tools-only bundleThe personal workspace upload endpoint (/api/documents/upload) in routebackenddocuments.py contained code that automatically created conversations and chat messages for every uploaded file.
- ▌ Skills In The Default Context Window · tools-only bundlehow many tokens are in my context window from all the skills you load?
- ▌ Issue Description 4 · tools-only bundleThis caused the JavaScript to handle it as a server error rather than recognizing it as a missing index that could be created.
- ▌ Create Group Permission Display Fix · tools-only bundleWhen the "Require Membership to Create Groups" setting was enabled in the admin settings, users without the required CreateGroups role could still see the "Create New Group" button on the My Groups page.
- ▌ Admin Settings Tab Preservation Fix · tools-only bundleWhen users were working in the admin settings page and clicked the save button from any tab other than "General", the page would redirect back to the "General" tab after saving, rather than preserving the tab they were…
- ▌ Admin Configuration Improvements · tools-only bundleThis update addresses user feedback about admin settings organization and implements critical improvements to reduce confusion and provide better user guidance when configuring workspace dependencies.
- ▌ PDF Processing Limits Optimization · tools-only bundleThe SmartHttpPlugin had inconsistent and overly restrictive PDF processing limits that didn't align with Azure Document Intelligence's actual capabilities, causing legitimate PDFs to be rejected or truncated.
- ▌ Issue Description 7 · tools-only bundleThis fix addresses security vulnerabilities related to missing or incomplete security headers, specifically resolving the "missing X-Content-Type-Options header" security warning that could leave the application…
- ▌ Chat Page Top Navigation Left Sidebar Fix · tools-only bundleAdditionally, there was no short version of the main sidebar that would be appropriate for the top navigation layout.
- ▌ Create Group Button Visibility Enhancement · tools-only bundleThis enhancement ensures that the "Create New Group" button in the My Groups page respects the enablegroupcreation setting.
- ▌ Executive Summary 4 · tools-only bundleSoftware engineering is currently undergoing a major paradigm shift—from waterfall development to agile iteration to AI-assisted programming. This transformation affects philosophy, processes, and technology alike.
- ▌ External Health Check Duplication Fix · tools-only bundleA bug was identified in the admin settings interface where the "External Health Check" configuration section was appearing twice in the "Other" tab.
- ▌ Public Workspace Management Permission Fix · tools-only bundleWhen the "Require Membership to Create Public Workspaces" setting was enabled in admin settings, users without the CreatePublicWorkspaces role were incorrectly shown "Forbidden" errors when trying to access the "Manage"…
- ▌ Public Workspace Scope Display Enhancement · tools-only bundleThe Public Workspace scope selector in the chat interface displayed only a generic "Public" label, making it difficult for users to identify which specific public workspaces they were accessing when multiple public…
- ▌ Smart HTTP Plugin Citations Integration Fix · tools-only bundleThe Smart HTTP Plugin was not displaying agent citations in chat responses, despite having comprehensive function call tracking implemented.
- ▌ Video Indexer Debug Logging Enhancement Fix · tools-only bundleCustomers experiencing failures with Video Indexer API calls lacked sufficient logging to diagnose the root cause of issues.
- ▌ Enhanced Citations Server Side Rendering Fix · tools-only bundleFixed the critical authentication error in enhanced citations: ValueError: Either userdelegationkey or account_key must be provided. by implementing server-side rendering instead of SAS URL generation.
- ▌ Tabular Data LLM Content Inclusion Fix · tools-only bundleThis 1KB limit was designed to prevent token overflow, but it made tabular data analysis impossible.
- ▌ Create Public Workspace Permission Display Fix · tools-only bundleSimilar to the group creation issue, when the "Require Membership to Create Public Workspaces" setting was enabled in the admin settings, users without the required CreatePublicWorkspaces role could still see the…
- ▌ Set Server Colin MCP Source · tools-only bundle{# Discover and download all skills from the MCP server #} {% for skill in server.list_skills() %}
- ▌ Gemini 3 Pro · tools-only bundleThe best model in the world for multimodal understanding, and our most powerful agentic and vibe-coding model yet, delivering richer visuals and deeper interactivity, all built on a foundation of state-of-the-art…
- ▌ Siliconflow Models · tools-only bundleRERANKPROXYSILICONFLOWPROXYBACKEND=BAAI/bge-reranker-v2-m3 bash theme={null} dbgpt start webserver --port 5670 bash theme={null} pip install "dbgpt>=0.6.3rc2" openai requests numpy python theme={null} import asyncio…
- ▌ Respiratory Signal Processing · tools-only bundleRespiratory signal processing in NeuroKit2 enables analysis of breathing patterns, respiratory rate, amplitude, and variability.
- ▌ Common Use Cases For Idc · tools-only bundleThis guide provides complete end-to-end workflow examples for common IDC use cases. Each use case demonstrates the full workflow from query to download with best practices.
- ▌ Data Models · tools-only bundleThis document describes all Pydantic models used in the PTC Agent API for request and response validation.
- ▌ Sbom Summary · tools-only bundleSBOM File | mcpgateway.sbom.xml SBOM Type | cyclonedx Version | 1.6 Name | NOT DEFINED Created | 2026-02-01T07:26:02.035360+00:00 Files | 0 Packages | 85 Relationships | 195 Services | 0 Vulnerabilities | 0
- ▌ Siliconflow Use Cases · tools-only bundle目前 Claude Code 并不支持添加多个自定义模型(Custom Model),您可以再次执行上述 1~5 步,选择并更新 ANTHROPIC\_MODEL 环境变量的方式切换模型
- ▌ AI Ml Engineering Pack Real World Use Cases · tools-only bundleProduction-tested use cases with quantified ROI, implementation guides, and performance metrics.
- ▌ Use Cases Fullstack Starter Pack · tools-only bundleReal-world scenarios demonstrating how the Fullstack Starter Pack accelerates development, reduces costs, and delivers production-ready applications.
- ▌ SQL Actions Plugins For Semantic Kernel · tools-only bundleThis directory contains comprehensive SQL Action/plugins for Semantic Kernel that enable AI agents to interact with SQL databases effectively.
- ▌ Setup And Installation · tools-only bundleTailwind v4 eliminates separate configuration files in favor of CSS-first configuration.
- ▌ Skill Seekers Roadmap · tools-only bundleTransform Skill Seekers into the easiest way to create Claude AI skills from any knowledge source - documentation websites, PDFs, codebases, GitHub repos, Office docs, and more - with both CLI and MCP interfaces.
- ▌ Scripts And Batch Operations · tools-only bundleThis reference covers creating OMERO.scripts for server-side processing and batch operations.
- ▌ Configuration Tuning Guide · tools-only bundleDefines areas to exclude from each page (headers, footers, margins).
- ▌ Local Debugging Assistant · tools-only bundleHelp me debug an issue by clarifying expectations, identifying gaps, and agreeing on a fix plan before changing code.
- ▌ Create Your First Agent · tools-only bundleAgents in Simple Chat allow you to create specialized AI assistants with custom behavior, knowledge, and capabilities. This tutorial will guide you through creating your first agent from scratch.
- ▌ Simplechat Jekyll Theme Setup · tools-only bundleThis directory contains a custom Jekyll theme based on the SimpleChat application's design system. The theme provides a modern, responsive documentation site with advanced navigation and theming capabilities.
- ▌ Fred Releases Endpoints · tools-only bundleReleases endpoints provide access to economic data releases and their publication schedules.
- ▌ Data Scraping Guide · tools-only bundleFor large datasets (followers, posts, search results), intercept and replay network requests rather than scrolling and parsing the DOM. This is faster, more reliable, and handles pagination automatically.
- ▌ API Reference 23 · tools-only bundleSessions manage conversation state, track context usage, and extract long-term memories.
- ▌ Code Adaptation Guide · tools-only bundleWhen and how to modify ADAPTABLE code when configuration isn't enough.
- ▌ Regions Of Interest Rois · tools-only bundleThis reference covers creating, retrieving, and analyzing ROIs in OMERO.
- ▌ Session Management 6 · tools-only bundleSession manages conversation messages, tracks context usage, and extracts long-term memories.
- ▌ Find Vs Search 4 · tools-only bundleOpenViking provides two search methods: find for simple semantic search and search for complex retrieval with session context.
- ▌ Azure Developer CLI Deployment · tools-only bundleAzure Developer CLI (azd) provides the fastest and most automated way to deploy Simple Chat. This method handles resource provisioning, configuration, and application deployment with minimal manual steps.
- ▌ Openapi Action Plugin Documentation · tools-only bundleThis OpenAPI Semantic Kernel Action/Plugin allows you to expose any OpenAPI-compliant API as Semantic Kernel plugin functions.
- ▌ Text To Speech Tts Feature · tools-only bundleThe Text-to-Speech feature enables users to have AI assistant messages read aloud using Azure Speech Service with high-quality DragonHD voices.
- ▌ Product Roadmap · tools-only bundleAden Agent Framework aims to help developers build outcome oriented, self-adaptive agents. Please find our roadmap here
- ▌ Product Roadmap 2 · tools-only bundleAden Agent Framework aims to help developers build outcome-oriented, self-adaptive agents. Please find our roadmap here
- ▌ MCP Gateway Roadmap · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ Product Roadmap 3 · tools-only bundleAden Agent Framework aims to help developers build outcome oriented, self-adaptive agents. Please find our roadmap here
- ▌ MCP Gateway Roadmap 2 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ MCP Gateway Roadmap 3 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ MCP Gateway Roadmap 4 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ MCP Gateway Roadmap 5 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ MCP Gateway Roadmap 6 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ MCP Gateway Roadmap 7 · tools-only bundleThis roadmap outlines the planned development milestones for MCP Gateway, organized by release version with completion status and due dates.
- ▌ Contextforge Roadmap · tools-only bundleThis roadmap outlines the planned development milestones for ContextForge, organized by release version with completion status and due dates.
- ▌ Product Roadmap 4 · tools-only bundleAden Agent Framework aims to help developers build outcome-oriented, self-adaptive agents. Please find our roadmap here
- ▌ Creem Io Sdks · tools-only bundleCreem supports Claude Code, Cursor, Windsurf via official skill - this document is part of that integration.
- ▌ Langchain4j Spring Boot Integration API References · tools-only bundleComplete API reference for Spring Boot integration with LangChain4j.
- ▌ Dask Schedulers · tools-only bundleDask provides multiple task schedulers, each suited to different workloads. The scheduler determines how tasks are executed: sequentially, in parallel threads, in parallel processes, or distributed across a cluster.
- ▌ Scaling Out On Modal · tools-only bundleAutoscaler aims for targetinputs, but containers can burst to maxinputs during scale-up.
- ▌ Awesome Claude Code Repo Ticker · tools-only bundleThe repo displays an animated SVG, in the style of a "stock ticker", with the names of various Claude Code projects, their authors, and some stargazer data. You might be wondering - what is it?
- ▌ Message Metadata Feature · tools-only bundleThe Message Metadata feature introduces comprehensive tracking and display of detailed information about each message in conversations, including timestamps, token usage, model information, processing time, and other…
- ▌ Workflow Feature Implementation · tools-only bundleThe Workflow feature represents a significant enhancement to SimpleChat, providing users with powerful document processing capabilities through an intuitive interface.
- ▌ Overview And Purpose 3 · tools-only bundleThe Activity Trends feature provides administrators with visual analytics and insights into system usage patterns within the Simple Chat Control Center.
- ▌ Example YAML Error · tools-only bundleA user has broken indentation in their schema.yml file, causing dbt parse to fail.
- ▌ Dbt Unit Test Format Choice · tools-only bundleTest whether the LLM can correctly explain when to use different data formats (dict, csv, sql) in dbt unit tests.
- ▌ Dbt Unit Test Fixtures · tools-only bundleTest whether the LLM can correctly explain how to use fixtures in dbt unit tests.
- ▌ Explanation Design Principles Md · tools-only bundleSimple Chat is built on a set of core design principles that guide architectural decisions, feature development, and operational practices.
- ▌ MCP Resources Reference · tools-only bundleResources represent data or content that can be read by AI assistants. They use URI schemes to identify content.
- ▌ Dbt Job Failure Debugging · tools-only bundleTest whether the LLM can effectively use MCP tools to diagnose a dbt Cloud job failure.