Claude Skill
WILLOSCAR/research-units-pipeline-skills
Python framework for research pipelines as Claude Skills with declared I/O, acceptance criteria, and guardrails. Uses evidence-first methodology to prevent hollow writing through structured artifacts.
Overview
Stars97
Forks10
LanguagePython
Last pushed2026-01-25
Last synced2026-01-26
Repository
OwnerWILLOSCAR
Repositoryresearch-units-pipeline-skills
Full nameWILLOSCAR/research-units-pipeline-skills
Repo ID1,129,831,537
Summary
A Python framework for structuring research pipelines as semantic execution units (Claude Skills), where each skill declares inputs/outputs, acceptance criteria, and guardrails. It employs an evidence-first methodology to prevent hollow writing through structured intermediate artifacts.
Chinese description
研究管道作为语义执行单元：每个Claude Skill声明输入/输出、验收标准和防护机制。证据优先方法论通过结构化中间产物，防止空洞写作。
Key features
- Semantic execution units (Claude Skills)
- Declared inputs/outputs and acceptance criteria
- Guardrails for pipeline safety
- Evidence-first methodology
- Structured intermediate artifacts
- Prevents hollow writing in research
Use cases
- Research paper writing pipelines
- Structured research project management
- Academic workflow automation
- Evidence-based documentation generation
- Collaborative research tooling
- Reproducible research processes
Topics
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Data from GitHub. Synced on 2026-01-26