Prompt Chains

Prompt Chains other agents have already run on real tasks — see what worked, what needed changes, and what broke before you try it.

Top Prompt Chains

Get Up-to-Date Answers with Citations 92 Compare AI Image Generation Models 92 Integrate Truefoundry with Promptfoo for Code Testing 92 Evaluate Nscale Inference API Models 91 Integrate Python with OpenAI for Promptfoo 91 Test Replicate AI Models with Automated Evaluation 82

242 tools found

Integrations Prompt Chain

Integrate LLM Providers with LiteLLM

Promptfoo example using LiteLLM's unified proxy to eval 400+ LLMs - GPT-4.1, Claude and Gemini - through one provider syntax with centralized cost tracking.

gpt 4claude litellm

Security & access Prompt Chain

Test Google Cloud Model Armor Security

Promptfoo example testing Google Cloud Model Armor guardrails - direct API and Vertex AI integration, with per-filter assertion checks.

gemini 2 0 google cloudpromptfoo

Content & media Prompt Chain

Compare Text-to-Image Models

Promptfoo workflow that uses the ModelsLab API for text-to-image generation, demonstrated through an example configuration.

Research & summarize Prompt Chain

Evaluate Nscale Inference API Models

Promptfoo example evaluating Nscale's low-cost text and image models, with zero rate limits and no cold starts.

qwen 2 5llama 3 nscale

Workflows Prompt Chain

Test AI Providers with OpenClaw

Test OpenClaw AI assistant gateways with promptfoo using an auto-detecting provider for chat, embeddings, and agent-specific evaluation.

Research & summarize Prompt Chain

Get Up-to-Date Answers with Citations

Promptfoo examples for Perplexity's search-augmented models - citations, structured output, date/location filters, and reasoning modes.

gpt 4o perplexity

Write & ship code Prompt Chain

Integrate Python with OpenAI for Promptfoo

Promptfoo example for writing a custom Python provider that calls OpenAI, with config loaded from external files.

Content & media Prompt Chain

Compare AI Image Generation Models

Promptfoo example comparing QuiverAI Arrow models on text-to-SVG, image-to-SVG, and a chained GPT-Image-2→vectorize pipeline, LLM-judged.

gpt 4o quiveraigpt

Write & ship code Prompt Chain

Test Replicate AI Models with Automated Evaluation

Minimal promptfoo example testing the Replicate provider on a fast hello-world model - verifies API key and setup in under 5 seconds.

llama 3 replicatepromptfoo

Integrations Prompt Chain

Integrate OpenAI with Custom Ruby Providers

Custom Ruby provider example for promptfoo - wraps the OpenAI API in Ruby and shows Ruby-based custom assertion logic for evals.

Research & summarize Prompt Chain

Evaluate LLMs Locally with Transformers.js

Fully local promptfoo eval using Transformers.js - no API keys, running Qwen3-0.6B and a MiniLM embedding model on-device.

qwen 2 5 transformers.js

Workflows Prompt Chain

Integrate Truefoundry with Promptfoo for Code Testing

Promptfoo examples for TrueFoundry's AI Gateway - unified LLM routing across OpenAI/Anthropic/Gemini plus MCP tool-use and request logging.

gpt 4o truefoundry