DocStratum is a validation engine and semantic enrichment layer for llms.txt files. It does not generate llms.txt files — it validates, scores, and enriches existing ones.
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Updated
Feb 16, 2026 - Python
DocStratum is a validation engine and semantic enrichment layer for llms.txt files. It does not generate llms.txt files — it validates, scores, and enriches existing ones.
Research framework studying the impact of API documentation quality on LLM code generation success - discovering the documentation sweet spot phenomenon
JRS™ (Justification Review Standard) is a documentation review process designed to improve the reviewability, observable support, and traceability of organizational records before finalization within HR, compliance, investigative, administrative, and AI-assisted documentation environments.
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