Generate typed DSPy signatures for APIs, functions, and data pipelines.
npx skills add https://github.com/jadecli/researchers --skill ax-signature
Please help me install this Agent Skill. Skill: ax-signature Source: https://github.com/jadecli/researchers/tree/main/agentcrawls-ts/.claude/skills/ax-signature Command: npx skills add https://github.com/jadecli/researchers --skill ax-signature
Automates the creation of correct DSPy signatures using the ax library, reducing errors in typed API definitions.
Generate a simple signature snippet that maps an input to an output to verify syntax and formatting.
High-intent search queries and answers about installing and using this skill.
You can create type-safe DSPy signatures by using a fluent, non-nested API to specify inputs, outputs, and constraints. This approach automates signature generation, enforcing typed inputs and outputs to reduce errors in API definitions and data pipelines.
Building DSPy signatures supports diverse field types including string, number, boolean, json, date, dateTime, url, code, and class. These types can be modified with optional and array modifiers, and you can also define internal outputs for your workflows.
Yes, DSPy signature generation works for data pipelines, APIs, and functions. It enables consistent, type-safe interface signatures by enforcing fluent API usage and validating syntax, ensuring your typed definitions are correctly formatted for DSPy-enabled workflows.
The best way to validate DSPy signature syntax is to use an automated builder that enforces fluent API usage. By mapping a simple input to an output, you can quickly draft and validate interface signatures to verify syntax and formatting correctness.
DSPy signatures fail on nested API definitions because the builder enforces a fluent, non-nested API structure. You must specify inputs, outputs, and constraints linearly rather than nesting them, ensuring the generated signature string remains valid for DSPy tooling.
Yes, you can generate DSPy signatures with internal outputs and array modifiers. The signature builder supports adding optional and array modifiers to various field types, allowing you to define complex, typed outputs within your generated signature string.
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