evidence-validation

Deterministic evidence-packet checks for AI-generated claims: references, quotes, numbers, and support gaps. CLI, Python, MCP, and review adapters.

Escalate models when evidence checks fail—not when a model feels uncertain.

Evidence-governed procurement transaction intelligence — Public Procurement Intelligence Study #001, San Francisco.

AI研究报告质量控制 Agent｜研究报告证据校验与发布门禁。基于 DeerFlow 2.0 的个人本地 MVP，支持 Claim/Evidence 绑定、确定性校验、人工复核与发布阻断。

Research first, build second: CLI and MCP tools for collecting primary sources, checking provenance, and handing traceable research to AI agents. Plain Node. Connected to MoonAliza and SmartRouter Repo.

Local-first data analysis with bounded LangGraph agents, claim ledgers, evidence gates, and Docker-isolated Python execution. Deterministic profiling and reviewable reports.

AI agent for telecom emergency-communications drill evidence validation, built with Agentic Star.

Local-first financial document auditing and claim-to-source evidence validation with a Codex Skill and synthetic evals.

AI agent for validating evidence readiness before a telecom network change window, built with Agentic Star.

AI agent for validating welding procedure qualification packets against a plant schema, built with Agentic Star.

Canonical spec + RFCs for Agent Authority Protocol (AAP): human authority, proposal/evidence lifecycle, auditable world-state transitions.

Reliability-first VLM evidence platform with calibrated risk routing, constrained human review, and auditable promotion gates.

Security & compliance engineering ecosystem for cryptographic validation, forensic evidence workflows, and AI‑assisted audit automation.environments and Web3 integrations.