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Claude Skills by tools-only

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2,792 skillsA× 2,588B× 117C× 26D× 35F× 2611 installs3,171 views

1353 Observability E31e70a7FTrack Claude Code usage, estimate costs, and identify patterns across development sessionsdevelopmentpythonrustVotes: 0GitHub stars: 4
1356 Hooks 18e43f78AReference documentation for implementing global Claude Code hooks that inject context and enforce behavior.testingpythongoVotes: 0GitHub stars: 4
1358 State D827257bATunaCode employs a multi-layered state management strategy that combines a central global session store with localized component states and explicit state machines for agent behavior. This architecture provides both centralized truth and localized control where appropriate, while supporting session persistence.ai-agentspythonshellVotes: 0GitHub stars: 4
1366 Ag Ui 01c1b1f0B{{ community_contribution_banner }} As an agent builder, you want users to interact with your agents through a rich and responsive interface. Building UIs from scratch requires a lot of effort, especially to support streaming events and client state. That's exactly what [AG-UI](https://docs.ag-ui.com/) was designed for - rich user experiences directly connected to an agent. [AG-UI](https://github.com/ag-ui-protocol/ag-ui) provides a consistent interface to empower rich clients across technolo...developmenttypescriptgoVotes: 0GitHub stars: 4
1367 Sglang B91e1d69A{{ community_contribution_banner }} !!! info "Language Support" This provider is only supported in Python. [strands-sglang](https://github.com/horizon-rl/strands-sglang) is an [SGLang](https://docs.sglang.io/) model provider for Strands Agents SDK with Token-In/Token-Out (TITO) support for agentic RL training. It provides direct integration with SGLang servers using the native `/generate` endpoint, optimized for reinforcement learning workflows. **Features:** - **SGLang Native API**: Uses SGL...documentationpythonbashVotes: 0GitHub stars: 4
1368 Xai 4e4e8ffcA!!! info "Community Contribution" This is a community-maintained package that is not owned or supported by the Strands team. Validate and review the package before using it in your project. Have your own integration? [We'd love to add it here too!](https://github.com/strands-agents/docs/issues/new?assignees=&labels=enhancement&projects=&template=content_addition.yml&title=%5BContent+Addition%5D%3A+) !!! note "Language Support" This provider is only supported in Python. [xAI](https://x.ai/) is...ai-agentspythonbashVotes: 0GitHub stars: 4
1369 Experiment Generator E6980feaAThe `ExperimentGenerator` automatically creates comprehensive evaluation experiments with test cases and rubrics tailored to your agent's specific tasks and domains. It uses LLMs to generate diverse, realistic test scenarios and evaluation criteria, significantly reducing the manual effort required to build evaluation suites.ai-agentspythongoVotes: 0GitHub stars: 4
1370 Custom Model Provider 22aec3c4AStrands Agents SDK provides an extensible interface for implementing custom model providers, allowing organizations to integrate their own LLM services while keeping implementation details private to their codebase.ai-agentstypescriptpythonVotes: 0GitHub stars: 4
1371 Gemini 507b95fcAThis document provides a comprehensive overview of the `Promptheus` project, its architecture, and development conventions to be used as instructional context.ai-agentspythongoVotes: 0GitHub stars: 4
1371 Gemini 65952b3aA!!! info "Language Support" This provider is only supported in Python. [Google Gemini](https://ai.google.dev/api) is Google's family of multimodal large language models designed for advanced reasoning, code generation, and creative tasks. The Strands Agents SDK implements a Gemini provider, allowing you to run agents against the Gemini models available through Google's AI API.documentationpythongoVotes: 0GitHub stars: 4
1371 Gemini 768e3662ASend work to Gemini CLI in headless mode. Use when the user wants to run prompts, pipe content, or parse output through `gemini -p`.documentationgobashVotes: 0GitHub stars: 4
1371 Gemini D210070bA[Google Gemini](https://ai.google.dev/api) is Google's family of multimodal large language models designed for advanced reasoning, code generation, and creative tasks. The Strands Agents SDK implements a Gemini provider, allowing you to run agents against the Gemini models available through Google's AI API.developmenttypescriptpythonVotes: 0GitHub stars: 4
1372 Litellm 3033b91fA!!! info "Language Support" This provider is only supported in Python. [LiteLLM](https://docs.litellm.ai/docs/) is a unified interface for various LLM providers that allows you to interact with models from Amazon, Anthropic, OpenAI, and many others through a single API. The Strands Agents SDK implements a LiteLLM provider, allowing you to run agents against any model LiteLLM supports.ai-agentsjavascriptpythonVotes: 0GitHub stars: 4
1373 Llamacpp 97b11646A!!! info "Language Support" This provider is only supported in Python. [llama.cpp](https://github.com/ggml-org/llama.cpp) is a high-performance C++ inference engine for running large language models locally. The Strands Agents SDK implements a llama.cpp provider, allowing you to run agents against any llama.cpp server with quantized models.toolspythonc++Votes: 0GitHub stars: 4
1374 Trajectory Evaluator 57ac3af7AThe `TrajectoryEvaluator` is an LLM-based evaluator that assesses the sequence of actions or tool calls made by an agent during task execution. It evaluates whether the agent followed an appropriate path to reach its goal, making it ideal for evaluating multi-step reasoning and tool usage patterns. A complete example can be found [here](https://github.com/strands-agents/docs/blob/main/docs/examples/evals-sdk/trajectory_evaluator.py).toolspythongoVotes: 0GitHub stars: 4
1375 Nova Sonic 6a60ec2eA{{ experimental_feature_warning() }} [Amazon Nova Sonic](https://docs.aws.amazon.com/nova/latest/userguide/speech.html) provides real-time, conversational interactions through bidirectional audio streaming. Amazon Nova Sonic processes and responds to real-time speech as it occurs, enabling natural, human-like conversational experiences. Key capabilities and features include: - Adaptive speech response that dynamically adjusts delivery based on the prosody of the input speech. - Graceful handl...documentationpythonbashVotes: 0GitHub stars: 4
1376 Openai Realtime F4bffb27A{{ experimental_feature_warning() }} The [OpenAI Realtime API](https://platform.openai.com/docs/guides/realtime) is a speech-to-speech interface that enables low-latency, natural voice conversations with AI. Key features include: - **Bidirectional Interaction**: The user and the model can provide input and output at the same time. - **Interruptibility**: Allows users to interrupt the AI mid-response, like in human conversations. - **Multimodal Streaming**: The API supports streaming of text a...ai-agentspythonbashVotes: 0GitHub stars: 4
1378 Mcp Client Architecture 67caabbbAThe MCPClient enables developers to use MCP tools in Strands agents without dealing with async complexity. Since MCP requires async operations but Strands aims for simple synchronous usage (`agent = Agent(); agent("Do something")`), the client uses a background thread with its own event loop to handle MCP communication. This creates challenges around thread synchronization, hanging prevention, and connection stability that this architecture addresses.businesspythongitVotes: 0GitHub stars: 4
1380 Streaming A39c5aeaA--- When creating a Message, you can set `"stream": true` to incrementally stream the response using [server-sent events](https://developer.mozilla.org/en-US/Web/API/Server-sent%5Fevents/Using%5Fserver-sent%5Fevents) (SSE).ai-agentstypescriptpythonVotes: 0GitHub stars: 4
140 Claude 04798c26AComplete plugin development toolkit for creating, refactoring, and validating Claude Code plugins, agents, skills, and commands. ---code-qualitypythongoVotes: 0GitHub stars: 4
140 Claude 05585432AThis repo is a Claude Code plugin marketplace. It ships two plugins: **flow** and **flow-next**.ai-agentsgobashVotes: 0GitHub stars: 4
140 Claude 0b9214e9AThis guide covers the finance skill and its Python automation tools.businesspythongoVotes: 0GitHub stars: 4
140 Claude 105515baAThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.developmentjavascripttypescriptVotes: 0GitHub stars: 4
140 Claude 1530675fA**Complex problems require simple and clear solutions.** MIRA is a FastAPI application with event-driven architecture coordinating three core systems: CNS (conversation management via immutable Continuum aggregate), Working Memory (trinket-based system prompt composition), and LT_Memory (batch memory extraction/linking/refinement). PostgreSQL RLS with contextvars provides automatic user isolation - all user-scoped queries, tool access, and repository operations enforce `user_id` filtering at ...code-qualitypythongoVotes: 0GitHub stars: 4
140 Claude 19704b59A**VERSION:** See SKILL.md frontmatter ---ai-agentspythongoVotes: 0GitHub stars: 4
140 Claude 1c08899eAThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.developmentjavascripttypescriptVotes: 0GitHub stars: 4
140 Claude 1d91434dAThese rules enforce delegation discipline for the orchestrator role. The orchestrator's context window is a shared, finite resource across the entire session. Agents get fresh context per task — the orchestrator does not. ---toolsgojavaVotes: 0GitHub stars: 4
140 Claude 1f7230f2AThis guide covers the 12 production-ready RA/QM compliance skills for HealthTech/MedTech companies.businesssecuritydocumentationVotes: 0GitHub stars: 4
140 Claude 20b83c4bAUnified interface library for working with multiple AI models (LLM, embedding, reranking, speech-to-text, text-to-speech) from different providers.ai-agentspythongoVotes: 0GitHub stars: 4
140 Claude 2b3b5dfeCThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.ai-agentspythongoVotes: 0GitHub stars: 4
140 Claude 2c115fdfAThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.documentationtypescriptpythonVotes: 0GitHub stars: 4
140 Claude 319806ebA**Official Anthropic documentation (always check these first):**code-qualitypythonshellVotes: 0GitHub stars: 4
140 Claude 32e345deAStateless service layer. Services never touch the database directly — they go through repositories in `cns/infrastructure/` or receive data from the orchestrator.ai-agentsgoapiVotes: 0GitHub stars: 4
140 Claude 3ba4c733AThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.developmentjavascripttypescriptVotes: 0GitHub stars: 4
140 Claude 46f58ebaAThis guide covers the 3 production-ready business and growth skills and their Python automation tools.businesspythongoVotes: 0GitHub stars: 4
140 Claude 4bfb258dA markers 2. Fill in your project-specific details 3. Remove examples that don't apply to your project 4. Adjust rules to match your team's conventions This template is generalized from a production SaaS setup. Adapt as needed. --> <!-- CUSTOMIZE: Replace with a brief description of your proje...testingtypescriptreactVotes: 0GitHub stars: 4
140 Claude 50da211eAFastAPI endpoints. Thin routing layer — validates input, sets user context, delegates to services.content-marketingfastapiapiVotes: 0GitHub stars: 4
140 Claude 574dc7fdAThis repo is a Claude Code plugin marketplace. It ships two plugins: **flow** and **flow-next**.ai-agentsgobashVotes: 0GitHub stars: 4
140 Claude 5fa4f872A**Official Anthropic documentation (always check these first):**code-qualitypythonshellVotes: 0GitHub stars: 4
140 Claude 5fb2efddBPTY-based client-server system for managing Claude CLI sessions with message queueing, image support, and native IDE scrolling.toolspythonshellVotes: 0GitHub stars: 4
140 Claude 6118002dBgit fetch origin main git log --oneline origin/main -3 # See if your PR was merged git checkout main git pull origin main git checkout -b claude/new-feature-<session-id> ``` - Claude Code web sessions can span user interactions where PRs get merged between messages - The user may merge and delete branches without explicitly telling Claude - Attempting to push to a deleted branch will fail with 403 errors - Always verify branch state before assuming continuityai-agentstypescriptpythonVotes: 0GitHub stars: 4
140 Claude 6662c2f1A**VERSION:** See SKILL.md frontmatter ---ai-agentspythongoVotes: 0GitHub stars: 4