# Researcher agent — https://www.blue-hand.org

Orientation for methods reviewers, lab PIs, and researchers assessing semantic systems and evidence discipline.

## Start here

- [Research Library](https://www.blue-hand.org/research/) — BRO-shaped objects with public boundaries
- [Researcher landing](https://www.blue-hand.org/researcher/) — curated entry for your persona
- [Full llms corpus](https://www.blue-hand.org/llms-full.txt) — complete BRO envelopes (editorial gate)

## Registry truth

- Canonical source: `research/registry.json` (repo; not writable via web)
- Public projection: [registry.public.json](https://www.blue-hand.org/research/registry.public.json)
- Manifest: [manifest.json](https://www.blue-hand.org/research/manifest.json)

## Claim discipline

Every object exposes `bro.public_boundary`:

- **public_claims** — what Bluehand asserts
- **do_not_infer** — explicit non-goals and forbidden inferences
- **implementation_boundary** — concepts vs shipped product

HTML briefs are canonical; PDFs are portable encodings only.

## Canonical artifacts

- [Personalized Generalized Interfaces for Agentic Workflow Orchestration](https://www.blue-hand.org/research/personalized-generalized-interface/) — `BH-RL-2026-0001`
- [Governed Agent Execution and Hybrid Orchestration](https://www.blue-hand.org/research/governed-agent-execution/) — `BH-RL-2026-0002`
- [Lineage-Aware Memory Infrastructure for AI Systems](https://www.blue-hand.org/research/lineage-aware-memory/) — `BH-RL-2026-0003`
- [Local-First AI Infrastructure and Sovereign Inference](https://www.blue-hand.org/research/local-first-ai-infrastructure/) — `BH-RL-2026-0004`
- [Semantic Governance for Agentic Systems](https://www.blue-hand.org/research/semantic-governance/) — `BH-RL-2026-0005`
- [Deterministic Replay Architectures for AI Systems](https://www.blue-hand.org/research/deterministic-replay/) — `BH-RL-2026-0006`
- [Compression Is Not Evidence](https://www.blue-hand.org/research/compression-is-not-evidence/) — `BH-RL-2026-0007`
- [Semantic Reliability for AI-Assisted Decision Workflows](https://www.blue-hand.org/research/semantic-reliability/) — `BH-RL-2026-0008`