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Claude Skills by tools-only
github.com/tools-only19,166 skills18 installs6,168 views
- 2694 5 Reasoning Models E79682b3**New in v1.4.1** Lár treats "Reasoning Traces" (also known as Chain of Thought or System 2 Thinking) as a first-class citizen. Instead of cluttering your final answer with `<think>` tags or internal monologues, Lár automatically extracts this thought process, saves it to a hidden metadata field for auditing, and delivers only the clean answer to your downstream nodes.Votes: 0GitHub stars: 9
- 2694 Eval 5 React Svelte 45eb626a**Query Type:** GENERAL **Label Map (REVEAL AFTER SCORING):** {'A': 'cross', 'B': 'base', 'C': 'hn'}Votes: 0GitHub stars: 9
- 2694 Postgresql Schema Configuration 9f6cd11dContextForge now supports custom PostgreSQL schema configuration via the `search_path` parameter. This feature addresses [Issue #1535](https://github.com/IBM/mcp-context-forge/issues/1535) and enables deployment in enterprise PostgreSQL environments where access to the `public` schema is restricted.Votes: 0GitHub stars: 9
- 2694 Task 14 Documentation Consolidation 98c78cf8**Status**: Completed **Priority**: P1 - High Priority **Estimated Time**: 6 hours **Started**: 2025-01-20 **Completed**: 2025-01-20 ---Votes: 0GitHub stars: 9
- 2695 9 Metacognition 2a0a1898!!! note **Exclusive Feature:** This capability requires Lár v1.1+. It unlocks "Level 4 Agency" (Pro-active/Self-modifying). Metacognition is the ability of an agent to **introspect** about its own thinking process and **modify** its execution structure at runtime. Traditional agents follow a static graph (`A -> B -> C`). Lár Metacognition allows an agent to say: *"This task is too hard for my current graph. I need to spawn a research team, then come back to C."* This is achieved via two new ...Votes: 0GitHub stars: 9
- 2695 Base 4 Rap Ac753226The conversation around "best rap songs 2026" is still early-year and fragmented - no single track has emerged as a consensus pick yet, but a few names keep surfacing. Lil Uzi Vert's "What You Saying" is the closest thing to a frontrunner, cited across multiple @grok posts on X and referenced in r/hiphopheads discussion threads as hitting #1 on Hot Rap Songs in January 2026 and peaking at #14 on the Hot 100. **Most-mentioned artists and tracks across sources:** - **Lil Uzi Vert - "What You Sa...Votes: 0GitHub stars: 9
- 2695 Mcp Developer Guide Json Rpc 2bfea8c1This comprehensive guide demonstrates how to interact with MCP (Model Context Protocol) servers using raw JSON-RPC commands via `curl` or through STDIO. This is essential for developers who want to understand the MCP protocol at a low level, integrate MCP into custom applications, or debug MCP implementations.Votes: 0GitHub stars: 9
- 2696 Cross 5 React Svelte 11b34d9dThe React vs Svelte debate in 2026 has matured from "which is better" to "when does each make sense" - and the community data reflects this nuance. With 6 Reddit threads surfaced (the most of any version), including real decision-making discussions on r/sveltejs about government portals and learning timelines, the cross-platform search captured a richer picture of how developers are actually choosing between these frameworks. Beyond Fireship's head-to-head comparison video remains the canonical Votes: 0GitHub stars: 9
- 2696 Litellm Setup 78a9f89aLár is built on top of **LiteLLM**, which means it supports **100+ LLM providers** out of the box. You do NOT need to install separate SDKs (`openai`, `anthropic`, `google-generativeai`). Lár manages the unified interface for you. ---Votes: 0GitHub stars: 9
- 2696 Sso Entra Role Mapping C6294cc1This feature enables automatic role assignment for Microsoft EntraID (formerly Azure AD) SSO users based on their group memberships or app role assignments. Users are automatically assigned ContextForge RBAC roles based on their EntraID groups, providing granular access control without manual intervention.Votes: 0GitHub stars: 9
- 2697 Sso Github Tutorial 68c131feThis tutorial walks you through setting up GitHub Single Sign-On (SSO) authentication for ContextForge, allowing users to log in with their GitHub accounts.Votes: 0GitHub stars: 9
- 2698 Sso Ibm Tutorial 61b0c795This tutorial walks you through setting up IBM Security Verify (formerly IBM Cloud Identity) SSO authentication for ContextForge, enabling enterprise-grade identity management.Votes: 0GitHub stars: 9
- 2699 Sso Microsoft Entra Id Tutorial E579028cThis tutorial walks you through setting up Microsoft Entra ID (formerly Azure AD) Single Sign-On (SSO) authentication for ContextForge, enabling enterprise identity management with Microsoft's cloud identity platform.Votes: 0GitHub stars: 9
- 270 Logs 739c0dd8Stream, filter, and aggregate worker logs for debugging and monitoring.Votes: 0GitHub stars: 9
- 270 Logs 950176ebThe Strands SDK provides logging infrastructure to give visibility into its operations. === "Python" Strands SDK uses Python's standard [`logging`](https://docs.python.org/3/library/logging.html) module. The SDK implements a straightforward logging approach: 1. **Module-level Loggers**: Each module creates its own logger using `logging.getLogger(__name__)`, following Python best practices for hierarchical logging. 2. **Root Logger**: All loggers are children of the "strands" root logger, maki...Votes: 0GitHub stars: 9
- 270 Logs Ebc56f7fThe Strands SDK provides logging infrastructure to give visibility into its operations. === "Python" Strands SDK uses Python's standard [`logging`](https://docs.python.org/3/library/logging.html) module. The SDK implements a straightforward logging approach: 1. **Module-level Loggers**: Each module creates its own logger using `logging.getLogger(__name__)`, following Python best practices for hierarchical logging. 2. **Root Logger**: All loggers are children of the "strands" root logger, maki...Votes: 0GitHub stars: 9
- 2700 Sso Okta Tutorial 76fd8f99This tutorial walks you through setting up Okta Single Sign-On (SSO) authentication for ContextForge, enabling enterprise identity management with Okta's comprehensive platform.Votes: 0GitHub stars: 9
- 2701 Teams C57a4406ContextForge organizes users into teams so you can scope access and group operational responsibilities. While first-class UI for team administration is evolving, teams are already referenced across SSO guides and configuration for mapping identities to gateway-scoped groups. ---Votes: 0GitHub stars: 9
- 2702 003 Expose Multi Transport Endpoints 9637d88e- *Status:* Accepted - *Date:* 2025-02-01 - *Deciders:* Mihai CrivetiVotes: 0GitHub stars: 9
- 2703 005 Vscode Devcontainer Support 6e77ea8bNew contributors to ContextForge project face significant setup friction when trying to get a development environment running. The manual setup process requires:Votes: 0GitHub stars: 9
- 2704 008 Federation Discovery 753ace5b- *Status:* **Deprecated** (see [#1912](https://github.com/IBM/mcp-context-forge/issues/1912)) - *Date:* 2025-02-21 - *Deprecated:* 2026-01-07 - *Deciders:* Core Engineering Team > **⚠️ Deprecation Notice:** The `DiscoveryService` (mDNS auto-discovery) and `ForwardingService` have been removed. The `ToolService` now handles all gateway tool invocations with improved OAuth, plugin, and SSE support. Gateway peer management via `/gateways` API remains available.Votes: 0GitHub stars: 9
- 2705 010 Observability Prometheus Fcec712d- *Status:* Accepted - *Date:* 2025-02-21 - *Deciders:* Core Engineering TeamVotes: 0GitHub stars: 9
- 2706 011 Tool Federation 24908a26- *Status:* Implemented - *Date:* 2025-06-22 - *Deciders:* Core Engineering Team - *Implemented by*: https://github.com/IBM/mcp-context-forge/issues/116Votes: 0GitHub stars: 9
- 2707 016 Plugin Framework Ai Middleware F40a7f2c- **Status:** Implemented - **Date:** 2025-01-19 - **Deciders:** Mihai Criveti, Teryl Taylor, Fred Araujo - **Technical Story:** [#313](https://github.com/IBM/mcp-context-forge/issues/313), [#319](https://github.com/IBM/mcp-context-forge/issues/319), [#673](https://github.com/IBM/mcp-context-forge/issues/673), [#773](https://github.com/IBM/mcp-context-forge/issues/773), [#720](https://github.com/IBM/mcp-context-forge/issues/720)Votes: 0GitHub stars: 9
- 2708 017 Adopt Orjson Json Serialization 7a66024e- *Status:* Accepted - *Date:* 2025-10-27 - *Deciders:* Core Engineering TeamVotes: 0GitHub stars: 9
- 2709 022 Elicitation Passthrough Implementation 288c5524- **Status:** Accepted - **Date:** 2025-10-26 - **Deciders:** Mihai Criveti - **Technical Story:** spec/status.md item #27Votes: 0GitHub stars: 9
- 271 Metrics 32f0d9c1**Last Updated:** 2026-02-12 **Version:** 0.1.1 **Canonical Source of Truth** — All documentation must reference this file for accuracy ---Votes: 0GitHub stars: 9
- 271 Metrics 85523ef8**Last Updated:** 2026-02-12 **Version:** 0.1.1 **Canonical Source of Truth** — All documentation must reference this file for accuracy ---Votes: 0GitHub stars: 9
- 271 Metrics D079497fMetrics are essential for understanding agent performance, optimizing behavior, and monitoring resource usage. The Strands Agents SDK provides comprehensive metrics tracking capabilities that give you visibility into how your agents operate.Votes: 0GitHub stars: 9
- 2710 024 Uvicorn Standard Extras 6d24b0a8- *Status:* Accepted - *Date:* 2025-12-21 - *Deciders:* Core Engineering TeamVotes: 0GitHub stars: 9
- 2711 040 Flexible Admin Ui Sections 361375d2- *Status:* Accepted - *Date:* 2026-02-16 - *Deciders:* Mihai CrivetiVotes: 0GitHub stars: 9
- 2712 Gateway Hooks 9aa359bbThis document details the administrative hook points in ContextForge Plugin Framework, covering gateway management operations including server registration, updates, federation, and entity lifecycle management.Votes: 0GitHub stars: 9
- 2713 Security Hooks Aa01ca2aThis document details the security-focused hook points in ContextForge Plugin Framework, covering the complete MCP protocol request/response lifecycle and HTTP authentication.Votes: 0GitHub stars: 9
- 2714 Llm Chat B4fec4c4The LLM Chat feature enables interactive conversations with AI language models while leveraging tools from Virtual MCP servers. Once a virtual server is created, the user can use the integrated mcp client with agentic capabilities to test the tools.Votes: 0GitHub stars: 9
- 2715 Rust Plugins B6ecb04f!!! success "Production Ready" The Rust plugin system provides **5-10x performance improvements** for computationally intensive plugins while maintaining 100% API compatibility with Python plugins.Votes: 0GitHub stars: 9
- 2716 Calculator Server 84a343eaA comprehensive **Go-based MCP server** for mathematical computations, implementing **13 mathematical tools** with advanced features and high precision calculations. This server provides everything from basic arithmetic to advanced financial modeling, statistical analysis, and unit conversions.Votes: 0GitHub stars: 9
- 2717 Box 1e5cdfeeThe Box MCP Server provides seamless integration with Box's cloud content management and collaboration platform through the Model Context Protocol. This server enables AI applications to interact with Box storage, manage files and folders, collaborate on documents, and leverage Box's enterprise content management features.Votes: 0GitHub stars: 9
- 2718 Monday Mcp 91796fb7The monday.com MCP Server provides seamless integration with monday.com's Work OS platform through the Model Context Protocol. This official server enables AI applications to interact with monday.com's project management, productivity, and collaboration features, allowing for automated workflows, real-time updates, and comprehensive team coordination.Votes: 0GitHub stars: 9
- 272 Observability E1bf7bc0{{ ts_not_supported("The 0.1.0 release of the TypeScript SDK does not include OpenTelemetry observability features. Support is planned for a future version. See issue [#69](https://github.com/strands-agents/sdk-typescript/issues/69) to track progress or contribute to the implementation.") }} In the Strands Agents SDK, observability refers to the ability to measure system behavior and performance. Observability is the combination of instrumentation, data collection, and analysis techniques tha...Votes: 0GitHub stars: 9
- 273 Overview 10bba00aUniswap-specific AI tools (skills, plugins, agents) for developers and AI agents integrating the trading API.Votes: 0GitHub stars: 9
- 273 Overview 50da27ddThis document provides a comprehensive overview of Local Deep Research's system architecture.Votes: 0GitHub stars: 9
- 273 Overview 5c2e86e3Uniswap-specific AI tools (skills, plugins, agents) for developers and AI agents integrating the trading API.Votes: 0GitHub stars: 9
- 273 Overview 89325286The Strands Agents SDK empowers developers to quickly build, manage, evaluate and deploy AI-powered agents. These quick start guides get you set up and running a simple agent in less than 20 minutes.Votes: 0GitHub stars: 9
- 273 Overview Ea607455Holistic analysis of the full diff — classifies changes, checks code quality, API clarity, globals, and subsystem rules across all hunks as a unitVotes: 0GitHub stars: 9
- 273 Overview Fa829010This document provides a comprehensive overview of Local Deep Research's system architecture.Votes: 0GitHub stars: 9
- 274 Python 105c1d10@tool def letter_counter(word: str, letter: str) -> int: """ Count occurrences of a specific letter in a word. Args: word (str): The input word to search in letter (str): The specific letter to count Returns: int: The number of occurrences of the letter in the word """ if not isinstance(word, str) or not isinstance(letter, str): return 0 if len(letter) != 1: raise ValueError("The 'letter' parameter must be a single character") return word.lower().count(letter.lower()) agent = Agent(tools=[cal...Votes: 0GitHub stars: 9
- 275 Typescript 6be07199!!! warning "Experimental SDK" The TypeScript SDK is currently experimental. It does not yet support all features available in the Python SDK, and breaking changes are expected as development continues. Use with caution in production environments. This quickstart guide shows you how to create your first basic Strands agent with TypeScript, add built-in and custom tools to your agent, use different model providers, emit debug logs, and run the agent locally. After completing this guide you can...Votes: 0GitHub stars: 9
- 275 Typescript E2be99d8!!! warning "Experimental SDK" The TypeScript SDK is currently experimental. It does not yet support all features available in the Python SDK, and breaking changes are expected as development continues. Use with caution in production environments. This quickstart guide shows you how to create your first basic Strands agent with TypeScript, add built-in and custom tools to your agent, use different model providers, emit debug logs, and run the agent locally. After completing this guide you can...Votes: 0GitHub stars: 9
- 276 Prompt Engineering De8fbaa1Effective prompt engineering is crucial not only for maximizing Strands Agents' capabilities but also for securing against LLM-based threats. This guide outlines key techniques for creating secure prompts that enhance reliability, specificity, and performance, while protecting against common attack vectors. It's always recommended to systematically test prompts across varied inputs, comparing variations to identify potential vulnerabilities. Security testing should also include adversarial ex...Votes: 0GitHub stars: 9
- 2768 Abbreviations Cdb8d3d2*[LLM]: Large Language Model *[AI]: Artificial Intelligence *[API]: Application Programming Interface *[CLI]: Command Line Interface *[JSON]: JavaScript Object Notation *[YAML]: YAML Ain't Markup Language *[MIT]: Massachusetts Institute of Technology *[PyPI]: Python Package Index *[Docker]: Container runtime platformVotes: 0GitHub stars: 9