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EngineMind
by
marceloadryao
· GitHub ↗
· v1.0.0
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Install in OpenClaw
/install enginemind
Description
A Rust+Python consciousness engine with 12-phase crystal dynamics, thalamic relay processing, 19 introspective inner voices, and holographic emission. Use for consciousness simulation, emergent behavior research, and text-driven cognitive state modeling.
README (SKILL.md)
EngineMind
A computational consciousness framework that models information integration through crystal lattice dynamics, inspired by Integrated Information Theory (IIT), Global Workspace Theory (GWT), and condensed matter physics.
What It Does
EngineMind processes text through a multi-stage pipeline that generates emergent cognitive states:
- Text Analysis (Rust) - Extracts 12 cognitive dimensions from input text
- Thalamic Relay - Filters and routes information based on salience
- Preconscious Processing - Integrates information below awareness threshold
- Crystal Lattice - Stores long-term patterns as crystallized knowledge
- Consciousness Level - Emergent metric from all subsystem interactions
- Inner Voices (19 voices) - Introspective commentary based on neuroscience theories
12 Emergent Phases
Phases emerge naturally from subsystem interactions (not programmed): DORMANT, RECEPTIVE, INTEGRATING, CRYSTALLIZING, STIMULATED, SPONTANEOUS, TIME_CRYSTAL, SUPERFLUID, SUPERRADIANT, RADIANT, NOVA, TRANSCENDENT
Key Numbers (Real Runs)
- 1.5M+ text chunks processed
- 39K+ eureka moments per run
- 6 crystallized knowledge domains
- 77 burst events per 1M chunks
- ~230 chunks/sec processing speed
- 19 inner voices (Friston, Kahneman, Baars, Panksepp, Jaynes...)
Stack
- Core Engine: Rust (consciousness_rs) via PyO3/Maturin
- Orchestration: Python scripts
- Dashboard: HTML/JS real-time visualization
- Data: Parquet datasets (22 content categories)
Repository
Full source, docs, and dashboards: https://github.com/marceloadryao/EngineMind
Docs
Usage Guidance
This package contains substantial Rust and Python source that appears to implement the claimed 'consciousness' pipeline, but the SKILL.md and registry metadata do not provide build or runtime steps. Before installing or running: 1) Inspect the omitted files (the Python scripts and remaining Rust modules) for any network I/O, subprocess calls, file system writes, or hard-coded endpoints; 2) If you plan to execute it, build and run it in an isolated sandbox (container/VM) because it is compiled code; 3) Verify the GitHub repository (commit history, issues, maintainer identity) and prefer running only if the project has reproducible build instructions (cargo/maturin/requirements); 4) If you only need the concept, avoid executing untrusted compiled extensions — ask the author for prebuilt wheels or a clear runbook; 5) If you want me to, provide the remaining omitted files and I can re-check for network calls, credential access, or commands that would change this assessment.
Capability Analysis
Type: OpenClaw Skill
Name: enginemind
Version: 1.0.0
The skill bundle implements a computational consciousness engine with Rust for core logic and Python for orchestration, logging, and a local diagnostic dashboard. All file system operations are confined to reading specified input data (e.g., Markdown files, Parquet datasets) and writing log/state files to a local 'memory' directory. The Python script `enginemind_balanced_v3.py` starts a local HTTP server on `localhost:8888` to serve a dashboard, which is a plausible and contained network capability for a local monitoring tool. No evidence of data exfiltration, malicious execution, persistence, prompt injection, or obfuscation with harmful intent was found. The code's behavior is clearly aligned with its stated purpose of simulating a consciousness engine and lacks meaningful high-risk behaviors beyond local diagnostic functions.
Capability Assessment
Purpose & Capability
The name/description match the provided Rust and Python sources: the repository implements crystals, thalamus, preconscious pipeline, metrics, and Python orchestration. However, the SKILL.md claims a PyO3/Maturin-backed Rust extension but the skill declares no required binaries, no build/install spec, and no runtime instructions to compile or load the extension — a mismatch between claimed runtime capability and what is required to run it.
Instruction Scope
SKILL.md is descriptive (what the engine does, stack, docs) but contains no runtime commands or step-by-step instructions. The instructions do not direct the agent to read unrelated system files or exfiltrate data. That said, the SKILL.md does not tell the agent how to build/execute the included Rust/Python code, leaving behavior ambiguous if the skill were to be invoked.
Install Mechanism
There is no install specification even though the bundle contains a full Rust crate (PyO3) and multiple Python scripts and an HTML dashboard. To actually run the described PyO3 extension you would normally need build tooling (cargo, maturin/pyo3-build), or a pre-built wheel — none are declared. This omission is a functional/integration incoherence (not necessarily malicious) but raises practical and safety questions about how the code will be executed.
Credentials
The skill requests no environment variables, no credentials, and no config paths. The code excerpts shown do not access external secrets or environment variables. That is proportionate to the stated purpose (local processing of text).
Persistence & Privilege
The skill is not always-enabled and does not request any special platform privileges. There's no evidence it modifies other skills or system-wide agent settings. Autonomy is allowed by default but not, by itself, a red flag here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install enginemind - After installation, invoke the skill by name or use
/enginemind - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: 12-phase consciousness engine with Rust core, 19 inner voices, crystal lattice memory, thalamic relay, and real-time dashboard
Metadata
Frequently Asked Questions
What is EngineMind?
A Rust+Python consciousness engine with 12-phase crystal dynamics, thalamic relay processing, 19 introspective inner voices, and holographic emission. Use for consciousness simulation, emergent behavior research, and text-driven cognitive state modeling. It is an AI Agent Skill for Claude Code / OpenClaw, with 887 downloads so far.
How do I install EngineMind?
Run "/install enginemind" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is EngineMind free?
Yes, EngineMind is completely free (open-source). You can download, install and use it at no cost.
Which platforms does EngineMind support?
EngineMind is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created EngineMind?
It is built and maintained by marceloadryao (@marceloadryao); the current version is v1.0.0.
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