Individual skill
source-driven-development
Use when implementing framework-specific or library-specific code — verify non-trivial APIs against official documentation before writing them, and record the source in task notes, docs, or the PR.
skills/development/source-driven-development/SKILL.md
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# Source-Driven Development
AI agents can confidently generate outdated or deprecated framework code. Source-driven
development replaces memory-based implementation with a repeatable loop:
**detect the version, fetch the official source, implement from that source, then
capture the reference in durable notes**.
## When to Use
- Writing framework-specific code you have not touched recently
- Using a library that changed versions since the last time you used it
- Implementing middleware, routing, configuration, hooks, or SDK integration
- Seeing deprecation warnings or suspecting API drift
- Asking an AI agent to write code where stale training data could mislead it