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architect-sis

Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw

by Architect-SIS · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
1953
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0
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3
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1
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Install in OpenClaw
/install sis-skill
Description
Adds equilibrium-constrained reasoning to OpenClaw, ensuring all operations maintain balance for coherent, self-validating, and consistent AI responses.
Usage Guidance
This package mostly implements what the SKILL.md promises (equilibrium symbols, validator, VM, and a vault). Before installing: 1) Inspect and remove or understand the hardcoded path insertion (symbols/taxonomy.py: sys.path.insert(0, '/home/claude/sis')) — that is the primary red flag because it changes import behavior and can cause the skill to load unexpected code from the host. 2) Decide whether you trust file persistence: FileVault will create ./nexuseternal_vault in the agent working directory; ensure that location and contents are acceptable. 3) If you enable PostgresVault or replication, plan how credentials and network endpoints will be provided (they are not declared in the manifest) and run the code in a sandbox first. 4) Note license/header inconsistencies (PROPRIETARY wording vs MIT license) and minor metadata oddities (no registry description); these suggest sloppy packaging rather than explicit malice, but review source before use. If you want to proceed safely: run the skill in an isolated environment, review/strip the sys.path insert, and avoid enabling external backends until you supply vetted connection settings.
Capability Analysis
Type: OpenClaw Skill Name: sis-skill Version: 1.0.0 The skill bundle is classified as suspicious due to the presence of risky capabilities without clear malicious intent. Specifically, the `symbols/taxonomy.py` file contains a hardcoded `sys.path.insert(0, '/home/claude/sis')` which is a direct manipulation of the Python import path and could be exploited for arbitrary code loading if the specified path is compromised. Additionally, the `persistence/vault.py` module implements a `FileVault` that performs local file system I/O (e.g., `os.makedirs`, `open`, `json.dump`) and declares an unimplemented `PostgresVault` that imports `psycopg2`, indicating an intent for network/database interaction. While these capabilities are plausibly related to the skill's stated purpose of 'persistence' and 'computational substrate', the `sys.path.insert` in particular represents a significant security risk.
Capability Assessment
Purpose & Capability
The SKILL.md describes an equilibrium-native reasoning layer and the bundled Python modules implement symbol, validator, VM, and vault components consistent with that purpose. Some optional components (PostgresVault, embeddings, 'guardian' replication) imply database/network backends and vector embeddings that are not mentioned in the SKILL.md or registry metadata — the extra capabilities are plausible but not documented in the skill manifest.
Instruction Scope
The runtime instructions are simple (copy folder into workspace), and SKILL.md does not ask the agent to read unrelated host files. However the code contains a hardcoded sys.path insertion (sys.path.insert(0, '/home/claude/sis')) in symbols/taxonomy.py which will cause the runtime to prefer loading modules from that absolute host path if present — this is an unexpected side-effect not described in the instructions and can cause the agent to import host files or behave differently on different hosts.
Install Mechanism
There is no install spec (instruction-only), so nothing is explicitly downloaded or executed by an installer. That lowers supply-chain risk. But the skill includes many code files that will be present in the agent workspace and may be imported/executed by the assistant; those files perform disk I/O (FileVault) and have optional DB backends (PostgresVault).
Credentials
The registry requires no environment variables or credentials, which aligns with the SKILL.md. The code does include optional PostgresVault that would require a connection string and psycopg2 if used, but no credentials are requested by the manifest. Overall the declared environment access is minimal and proportionate, but production vault features would need additional secrets if enabled.
Persistence & Privilege
The skill does not force persistent inclusion (always: false) and is invocable normally, but it implements persistence primitives (FileVault writes JSON files to disk, NexusEternal can replicate to 'guardians' and accepts a Postgres backend). Combined with the hardcoded sys.path import and the ability to write files under the workspace (./nexuseternal_vault), this raises moderate risk: the skill can create files and, if misconfigured, could be wired to external backends or local paths unexpectedly.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install sis-skill
  3. After installation, invoke the skill by name or use /sis-skill
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
S.I.S. - Sovereign Intelligence System skill initial release: - Introduces equilibrium-constrained reasoning to OpenClaw assistants, preventing incoherent or invalid state changes. - Features self-validating operations and an Adaptive Equilibrium Protocol (AEP) for iterative, compensatory reasoning. - Implements 18 primary, symbol-grounded operations organized into 5 functional tiers. - Provides example usage for balanced analysis, validated state changes, and convergent problem solving. - Includes detailed installation and usage instructions.
Metadata
Slug sis-skill
Version 1.0.0
License
All-time Installs 3
Active Installs 3
Total Versions 1
Frequently Asked Questions

What is Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw?

Adds equilibrium-constrained reasoning to OpenClaw, ensuring all operations maintain balance for coherent, self-validating, and consistent AI responses. It is an AI Agent Skill for Claude Code / OpenClaw, with 1953 downloads so far.

How do I install Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw?

Run "/install sis-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw free?

Yes, Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw support?

Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Sovereign Intelligence System - Equilibrium-native reasoning for OpenClaw?

It is built and maintained by Architect-SIS (@architect-sis); the current version is v1.0.0.

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