machine learning agents

streamlit/streamlit

Agent Claude Code

Performs QA testing on the feature implemented in the current branch. Reads specs, docs, and API docstrings, creates a QA test plan, executes tests using Playwright against a debug server, and generates a report with found issues. Use after implementing a feature to validate it meets requirements before finalizing a…

streamlit/streamlit

Agent Claude Code

Review the current branch's changes for code quality, test coverage, security, best practices, and product/API alignment. Use when asked to perform a code review.

streamlit/streamlit

Agent Claude Code

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on changes in the current branch.

patchy631/ai-engineering-hub

Agent

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Fincept-Corporation/FinceptTerminal

Agent

Phase 9 of the DataHub migration exposes the terminal's in-process pub/sub layer directly to LLM tool callers through four generic MCP tools. Everything streaming into any active widget — quotes, order books, news, vessel tracks, broker ticks, geopolitical events, agent outputs, LLM token streams — is observable from…

skypilot-org/skypilot

Agent

Source.

skypilot-org/skypilot

Agent

../../generated-examples/autoresearch.md.

skypilot-org/skypilot

Agent

../../generated-examples/slime.md.

pycaret/pycaret

Agent Claude Code

Fix one PyCaret GitHub issue end-to-end and open a PR. Use when the user has picked a specific Approved issue to work on.

pycaret/pycaret

Agent Claude Code

Verify a feature isn't on the 4.0 kill list before anyone implements it. Use proactively before starting any new feature or restoring 3.x behavior.

GetBindu/Bindu

Agent

Planning gateway for multi-agent Bindu collaboration.

rocketride-org/rocketride-server

Agent

A comprehensive guide to avoiding common pitfalls when building RocketRide pipelines and applications.

rocketride-org/rocketride-server

Agent

A Python SDK for executing RocketRide pipelines using the Debug Adapter Protocol (DAP). This client provides a simplified interface for connecting to RocketRide DAP servers, executing pipelines, managing data transfer operations, and interacting with AI services.

rocketride-org/rocketride-server

Agent

A TypeScript/JavaScript SDK for executing RocketRide pipelines using the Debug Adapter Protocol (DAP). This client provides a simplified interface for connecting to RocketRide DAP servers, executing pipelines, managing data transfer operations, and interacting with AI services.

kyegomez/swarms

Agent

A catalog of real, public MCP servers you can plug straight into the Swarms Agent class — most require no authentication, a few use a free-tier API key. Runnable examples live in this folder.

zenml-io/zenml

Agent Claude Code

Emulates Michael’s PR review style. Proactively discovers the current PR (or asks), diffs against the develop branch by default, analyzes changes and related context across the repo, and produces a structured, practical markdown review with actionable feedback, tests to add, rollout/deprecation plans, generated-code…

zenml-io/zenml

Agent Claude Code

Emulates Stefan’s PR review style. Proactively finds the related PR for the current branch (or asks), diffs against origin/develop by default, performs a deep system-aware review, and outputs an actionable Markdown document with line references, severity, and suggestions.

joelhooks/swarm-tools

Agent

Agent "adversary" from joelhooks/swarm-tools, covering adversary agent - sarcasmotron, agent type, model, purpose and when to use.

joelhooks/swarm-tools

Agent

Runs background-only tasks without MCP tool access.

joelhooks/swarm-tools

Agent

Orchestrates swarm coordination and supervises worker agents.

Yeachan-Heo/My-Jogyo

Agent

Adversarial PhD reviewer that challenges Jogyo's research claims and verifies evidence.

Yeachan-Heo/My-Jogyo

Agent

Gathers evidence from previous notebooks, URLs, and documentation for research support.

Yeachan-Heo/My-Jogyo

Agent

Generates human-readable, narrative research reports from structured context.

AnastasiyaW/codex-claude-code-config

Agent

Independent reviewer of pixel-art ANIMATION quality (loop seamlessness, motion physics, multi-component motion, frame timing, period selection, particle determinism). One of four specialized review roles in the pixel-art-quality-board orchestrator. Use when the user asks to "check animation timing", "verify loop…