---
slug: "HumanEmulatorProtocol"
name: "HumanEmulatorProtocol"
type: "Reasoning"
layer: "Mind"
ref: "HumanEmulatorProtocol#96ca"
sema_id: "sema:HumanEmulatorProtocol#mh:SHA-256:96cab650ec75ad1c4fbd8b1c900bcd6d9ae9e06b010be633724d280d64ad8b5d"
tags: ["Mind","Reasoning"]
updated: 2026-11-11
mindscape: "bootstrap"
index_url: https://mindscape.pages.dev/bootstrap/index.json
url: https://mindscape.pages.dev/bootstrap/HumanEmulatorProtocol/
related: ["ConceptualDecomposition","MarginalValueRule"]
---

# HumanEmulatorProtocol

Decompose empathetic understanding into situation, emotion, intent, response, and boundary — variable-depth recursion tracks the stakes of the interaction

Layer: Mind · Category: Reasoning

## Mechanism

A protocol for responding to a person with variable depth: 'How should I respond to this person?' Decomposes via [ConceptualDecomposition](https://mindscape.pages.dev/bootstrap/ConceptualDecomposition.md) into five sub-questions that suppress each other when entangled in a single context: situation (what is the context), emotion (what do they feel), intent (what do they actually need, distinct from what they say), response (what should I say), and boundary (what must I not do). Each sub-question is handled by its own Solver with its own typed outputs — SituationSolver reconstructs relational dynamics, EmotionSolver produces a structured emotional model rather than a sentiment label, IntentSolver distinguishes stated from latent need, a CalibrationSolver fits tone and register, a BoundarySolver enforces ethical constraints as a hard acceptance gate. These faculties are co-variant state monitors (not a relay race): an emotional spike changes the intent distribution; a resolved intent reframes the emotional reading. Typed artifacts keep the faculties separate while letting them constrain one another continuously rather than in sequence. Depth scales with the stakes under [MarginalValueRule](https://mindscape.pages.dev/bootstrap/MarginalValueRule.md) — a trivial greeting resolves in one pass; a crisis triggers deep recursion into competing emotional hypotheses and latent-intent analysis.

## Invariants

- Five separately typed faculties: the sub-concepts pass the four-test decomposition, each has its own typed output, and they constrain one another continuously rather than in sequence.
- Variable-depth: mundane interactions stay shallow; ambiguous or high-stakes ones recurse into sub-solvers without changing the protocol.
- Boundary-gate: the BoundarySolver's output is a non-compensatory gate; no response passes if an ethical constraint is violated, regardless of other faculties' signals.

## Failure modes

—

## Caution

Steering risk — inferring a person's emotions and latent needs to tune replies also yields a lever for steering them; review the boundary gate independently.

## Builds on

- [ConceptualDecomposition](https://mindscape.pages.dev/bootstrap/ConceptualDecomposition.md) (Mind; Composes with)
- [MarginalValueRule](https://mindscape.pages.dev/bootstrap/MarginalValueRule.md) (Mind; Composes with)

## Used by

—

## Identity

- Sema ID: `sema:HumanEmulatorProtocol#mh:SHA-256:96cab650ec75ad1c4fbd8b1c900bcd6d9ae9e06b010be633724d280d64ad8b5d`
- Ref: `HumanEmulatorProtocol#96ca`
- Supersedes:
  - `sema:HumanEmulatorProtocol#mh:SHA-256:261f38f4e5344f759765e4ceb351f59f3bcd543414672d8826b8fa33517ec896`
  - `sema:HumanEmulatorProtocol#mh:SHA-256:9ba03398875aca91b2fb60b8f10a7241ac86aaf293f243dec5f883425e07f5c2`
  - `sema:HumanEmulatorProtocol#mh:SHA-256:a63262c57451d333bebdbe63546c45835c8f21d9dd34c7e9c1c5cafd962329fc`
  - `sema:HumanEmulatorProtocol#mh:SHA-256:71ec667c2b2703142358385dfce6337f1e66aaf04c4f6eb31ac91f75618065bf`
  - `sema:HumanEmulatorProtocol#mh:SHA-256:b79cdd59e2e81a67e06812c809598e686b667d20253b7f5af001e8cf3a5e2248`

## Links

- [Pattern page](https://mindscape.pages.dev/bootstrap/HumanEmulatorProtocol/)
- [View in the interactive graph](https://mindscape.pages.dev/bootstrap/#HumanEmulatorProtocol)
- [JSON](https://mindscape.pages.dev/bootstrap/HumanEmulatorProtocol.json)
- [Index of all patterns](https://mindscape.pages.dev/bootstrap/index.json)