evidence-engineering

Evidence-backed AI opportunity intelligence and decision agent for independent builders.

Public replayable evidence package for CASTÚO-SYSTEM S-001A, including frozen fixtures, execution envelopes, hashes and bounded claims; does not imply production or field validation.

Offline-first field workflow runtime for continuity, local evidence capture, synchronization and recovery under intermittent connectivity.

产业大会研究规划与证据工程：以可证伪假设、反证、边界条件和职责校验构建演讲级研究证据库。

AI Application Engineer · reliable agents, evidence systems, Web/iOS delivery

CASTÚO-SYSTEM public baseline: evidence-ready field operations, AI governance, assurance and resilient distributed systems.

Evidence-aware state-machine framework for research workflows with explicit claims, evidence, conflicts, runtime policy, checkpoints, provenance, claim verification, bounded transfer, and portable evidence handoff.

Finds unnamed industries from evidence. No LLM. No stock tips.

Standard-library Python reference for versioned graph storage, SQLite persistence, FTS5 lexical retrieval, bounded graph analysis, entropy metrics, transactional ingestion, and evidence-aware reflection.

证据优先的半导体产业研究工作台：历史盲测、反证审计与人工发布门禁

AST-driven research-document compiler for typed Markdown, structural-change evidence, diagnostics, artifact records and lineage, SARIF interchange, multi-format synchronization, and RO-Crate packaging.

Public portal and research gateway for an edge-first AI research system spanning agent research, evidence engineering, research infrastructure, digital archaeology, and deterministic knowledge lifecycles.

Bilingual theory, evidence, and architecture-decision foundation for agent systems, with canonical sources, explicit claim states, implementation boundaries, validation states, and reproducibility discipline.

Dependency-free Python reference implementation for explicit data contracts, canonicalization, measurable state transitions, KL-divergence checks, validation, and reproducible repository boundaries.

Evidence-driven workflow Skill for industry conference speech research, storyline, slides, review, and revision.

Nelson profile README — local-first · deterministic · evidence-first

Declarative scientific-figure compiler with explicit uncertainty semantics, accessibility intent, communication audits, provenance sidecars, portable figure evidence, and publisher-target boundaries.

Standard-library research laboratory for deterministic state, evidence, reliability boundaries, agent action integrity, reproducible ledgers, and edge-native execution.