Extract deterministic operations from SKILL.md into a standalone Python script.
npx skills add https://github.com/anombyte93/codify --skill codify
Please help me install this Agent Skill. Skill: codify Source: https://github.com/anombyte93/codify/tree/main Command: npx skills add https://github.com/anombyte93/codify --skill codify
It helps AI teams refactor Claude Code skills by extracting deterministic operations into a Python script, slimming the SKILL.md to focus on judgment and interaction.
Run the codify command to transform a target skill by extracting deterministic logic into script.py and slimming SKILL.md.
High-intent search queries and answers about installing and using this skill.
You can extract deterministic operations from a SKILL.md file into a standalone Python script by isolating file operations, parsing, and validation logic into a script.py while preserving AI judgment in the SKILL.md.
Separating deterministic logic involves moving fixed operations like templating and validation into a Python script, slimming the SKILL.md to retain only AI judgment and interaction blocks for safer updates.
No, the generated script.py must use only the Python standard library, exposing subcommands for each operation and outputting JSON for easy consumption without external dependencies.
You structure the script.py by defining subcommands for each extracted deterministic operation, ensuring the script outputs JSON for easy consumption by the AI judgment blocks remaining in SKILL.md.
Moving deterministic steps to a script enables faster iteration and safer updates by isolating fixed automation logic, allowing the SKILL.md to focus entirely on AI judgment and interaction.
You should avoid extracting logic when a skill contains no deterministic steps, as the process applies only to skills where fixed operations can be isolated and moved to script.py.
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