experiment-driven-development
CommunityEvidence-led development for reliable changes.
Software Engineering#validation#iteration#evidence#hypothesis#process-design#commit-traceability#llm-development
AuthorVictoriakaey
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Coordinating development in LLM systems often fails when changes rely on assumptions rather than real observed behavior. This skill enforces a disciplined process that begins with evidence from the live system, defines a testable hypothesis, and ends with a validation-driven commit.
Core Features & Use Cases
- Structured, end-to-end change workflow: collect real-system evidence, formulate a hypothesis, execute a focused validation, and produce a traceable git commit.
- Applicable to any implementation task in an LLM system, including prompt tuning, node logic updates, routing decisions, and architectural changes during development.
- Maintains an iteration journal to capture decisions, known issues, and verifiable outcomes for future reuse.
Quick Start
Begin every change with verifiable system evidence, state a clear hypothesis, run a focused validation batch, and commit with a documented plan.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: experiment-driven-development Download link: https://github.com/Victoriakaey/build-reliable-agents/archive/main.zip#experiment-driven-development Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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