AI product Open source
ClearAI is a local-first ontology discovery and exploration platform delivered as a native DeepSeek Harness (DSH) plugin. It uses an epistemic loop—question, judgement about what would disprove a claim, a potentially failing test, evidence, and a bounded conclusion—to build a domain ontology whose concepts, relations, entities, evidence chains, boundaries, and support levels can be searched and explored. Refuted hypotheses remain in the record, while contradictory conclusions are surfaced as conflict readings for a human to retain or retract. ClearAI adds this epistemic layer through a DSH agent preset and client module without changing the DSH engine. It is distributed as a prebuilt npm plugin, supports English and Chinese output, requires DSH, and is licensed under Apache-2.0.
1 use taken from transcripts — each links to the moment in the video.
Is a DeepSeek Harness plugin for research that tests what could disprove a claim, records evidence, and produces bounded conclusions. Supported findings become a searchable knowledge graph, while conflicting conclusions are flagged for human review.
1 in the library.