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.

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.

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

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

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

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

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

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

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.

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

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.

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.