Alternatives

Rig alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Rig

โš™๏ธ๐Ÿฆ€ Build modular and scalable LLM Applications in Rust

100
Quality
91
Trust
8.1K
Stars
#1

BentoML

Similarity 124Trust 89Excellent 99

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

8.7K starsJun 22, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/BentoML
#2

Mlflow

Similarity 119Trust 90Excellent 100

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

27K starsJun 25, 2026 pushdevelopmentPythonLLMOps
$ npx skills add mlflow/mlflow
#3

Langfuse

Similarity 118Trust 87Excellent 100

๐Ÿชข Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. ๐ŸŠYC W23

29K starsJun 20, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langfuse/langfuse
#4

Opik

Similarity 118Trust 90Excellent 100

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

20K starsJun 25, 2026 pushdevelopmentPythonLLMOps
$ npx skills add comet-ml/opik
#5

OpenLLM

Similarity 117Trust 88Excellent 100

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

12K starsJun 22, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/OpenLLM
#6

Metaflow

Similarity 117Trust 88Excellent 100

Build, Manage and Deploy AI/ML Systems

10K starsJun 13, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Netflix/metaflow
#7

Caveman

Similarity 113Trust 88Excellent 100

๐Ÿชจ why use many token when few token do trick โ€” Claude Code skill that cuts 65% of tokens by talking like caveman

97K starsAug 11, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add JuliusBrussee/caveman
#8

Phoenix

Similarity 107Trust 84Excellent 96

AI Observability & Evaluation

10K starsJun 26, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Arize-ai/phoenix
#9

Agenta

Similarity 106Trust 86Excellent 97

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

4.5K starsAug 8, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add Agenta-AI/agenta
#10

System Prompts And Models Of AI Tools

Similarity 105Trust 90Excellent 100

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models

141K starsJun 12, 2026 pushdevelopmentClaude CodeCursor
$ npx skills add x1xhlol/system-prompts-and-models-of-ai-tools
#11

Career Ops

Similarity 104Trust 86Excellent 100

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

60K starsJul 13, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add santifer/career-ops
#12

Open Code Review

Similarity 104Trust 89Excellent 100

Open-source & free โ€” Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

21K starsAug 16, 2026 pushdevelopmentGoCode Review
$ npx skills add alibaba/open-code-review
#13

Antigravity Awesome Skills

Similarity 104Trust 84Excellent 100

A comprehensive library of over 1,273 agentic skills for various AI coding assistants, featuring clear documentation and installation instructions.

44K starsJul 18, 2026 pushdevelopmentClaude Code
$ npx skills add sickn33/antigravity-awesome-skills
#14

Claude Seo

Similarity 104Trust 90Excellent 100

Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, semantic clustering, e-commerce SEO, international SEO, Google APIs, and PDF/Excel reporting. Optional DataForSEO, Firecrawl, and Banana extensions.

14K starsJul 27, 2026 pushdevelopmentPythonClaude Code
$ npx skills add AgriciDaniel/claude-seo
#15

Ruff

Similarity 103Trust 88Excellent 100

An extremely fast Python linter and code formatter, written in Rust.

48K starsJun 14, 2026 pushdevelopmentRustStatic Analysis
$ npx skills add astral-sh/ruff
#16

Claude Ads

Similarity 102Trust 89Excellent 100

Comprehensive paid advertising audit & optimization skill for Claude Code. 250+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Ads with weighted scoring, parallel agents, industry templates, and AI creative generation.

7.9K starsJul 13, 2026 pushdevelopmentPythonClaude Code
$ npx skills add AgriciDaniel/claude-ads

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Rig if it already passes your workflow test and repository review.

Next step

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