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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

Extend Test Lifecycle with Custom Setup and Teardown Hooks 92Generate Structured Code Outputs 92Load External Test Configurations via File References 89Generate Configurable Python Test Cases from Templates 86Process and Route AI Evaluation Results Programmatically 82Orchestrate Multi-Turn Conversations 80

242 tools found

Write & ship code Prompt Chain

Extend Test Lifecycle with Custom Setup and Teardown Hooks

Promptfoo example using the extensions API - beforeAll/afterAll/beforeEach/afterEach hooks in Python or JS for custom test setup/teardown.

kubernetesllama.cppollama
92 10 days ago
Free
Write & ship code Prompt Chain

Load External Test Configurations via File References

Promptfoo example loading defaultTest config from an external file via file:// syntax, for sharing test defaults across projects.

openai
89 10 days ago
Free
Write & ship code Prompt Chain

Generate Javascript Test Cases

Promptfoo example generating test cases from TypeScript/JavaScript functions - static typed cases plus dynamic ones simulated from a database.

gpt 4o github
79 10 days ago
Free
Workflows Prompt Chain

Orchestrate Multi-Turn Conversations

Promptfoo example evaluating multi-turn conversations using the built-in _conversation variable to reference prior prompts and outputs.

gpt 3 5 gpt-4ogpt-4
80 10 days ago
Free
Write & ship code Prompt Chain

Organize and label prompts across multiple providers

Promptfoo workflow example demonstrating how to organize and run multiple prompt sets against different providers in a single evaluation using prompt labels.

gpt 3 5 openai
76 10 days ago
Free
Write & ship code Prompt Chain

Configure Prompts for Multiple Models

Promptfoo workflow example that demonstrates how to configure different prompt sets for specific AI models.

gpt-4ogpt-4
66 last month
Free
Write & ship code Prompt Chain

Generate Configurable Python Test Cases from Templates

Python test case generator for promptfoo that accepts configuration parameters to customize test generation with language options and row limits.

pythonopenai
86 10 days ago
Free
Write & ship code Prompt Chain

Process and Route AI Evaluation Results Programmatically

Promptfoo example using extension hooks to send metrics, trigger alerts, and integrate eval results with CI/CD.

promptfoo
82 10 days ago
Free
Write & ship code Prompt Chain

Test Retry Logic with High Error Rate Simulation

A promptfoo test harness with intentional 50% error rate to validate retry functionality using the --retry-errors flag in prompt evaluation workflows.

promptfoo
74 10 days ago
Free
Write & ship code Prompt Chain

Organize Test Configs with Path Wildcards

Promptfoo workflow example demonstrating how to use paths and wildcards to simplify promptfooconfig.yaml structure.

promptfoo
73 10 days ago
Free
Workflows Prompt Chain

Store and Reuse Prompt Outputs Across Evaluation Runs

Promptfoo workflow example named 'Store And Reuse Outputs' that can be initialized and run using promptfoo commands with OpenAI API key configuration.

gpt 3 5gpt 4 openaipromptfoo
73 10 days ago
Free
Write & ship code Prompt Chain

Generate Structured Code Outputs

Promptfoo example enforcing schema-validated JSON output across OpenAI, Azure OpenAI and Anthropic with each provider's own syntax.

claudegpt 4o claudeclaude-3-5-sonnetgpt-4o
92 10 days ago
Free