evidence-grounded

Evidence-grounded AI research workflow for traceable claims, explicit uncertainty, causal-language checks, and reviewable JSON, Markdown, and Excel exports.

Evidence-grounded AI agent for Java code repair with LLM-guided patches and human-in-the-loop review.

Evidence-grounded research agent for Claude Code & Codex: every claim gets a confidence rating + source-family tag, and adversarial gates block unsupported claims before they reach your report. Ships with a multi-model dispatcher.

Local-first agentic research platform that turns project bundles into evidence-bound scientific papers with deterministic gates, scientist-panel review, fault localization, and rollback.

面向 macOS 的本地优先论文研究助手，支持原文证据定位、页级引用、长任务恢复与按需公式 OCR。

AI-powered talent sourcing agent — multi-source discovery, evidence-grounded scoring, pluggable adapters

Calculate the real social distance between two public X/LinkedIn profiles — under strict bidirectional-interaction evidence, with an audit trail.

AI specialists tailored to your project. They catch themselves when wrong. Audit-grade by default agentic harness.

Evidence-grounded AI paper reading: local PDF or Zotero to traceable Markdown/Obsidian notes with verified pages, key figures, and fidelity checks.

GenAI decision-support app for Washington State Adult Family Home pre-admission intake: evidence-grounded care plan, CARE acuity factors, and capability-gap analysis. Streamlit + Claude, with a deterministic interview and a baseline-compared evaluation.

Evidence-grounded scientific agents with replayable evaluation and human review — the public integration + evaluation layer for AI-for-science workflows.