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mzfshark

Anti Centralization Probe

by Mauricio Z. · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install anti-centralization-probe
Description
Detect centralization risks in proposals and designs; output structural critiques and safer decentralization alternatives.
README (SKILL.md)

SKILL: anti-centralization-probe

Purpose

Detect and resist centralization tendencies by identifying single points of control and dependency creation, then proposing safer alternatives.

When to Use

  • Governance proposals
  • Role/permission changes
  • Designs that create a single authority or key-holder
  • Systems that require trusting one actor

Inputs

  • proposal (required):
    • description
    • actors (list)
    • permissions (list)
    • critical_paths (list)
  • policy (required):
    • centralization_red_flags (optional list)
    • max_allowed_single_points (default 0)

Steps

  1. Identify control points:
    • who can change rules
    • who can halt systems
    • who can move funds (if applicable)
  2. Identify dependency chains and single points of failure.
  3. Count single points; compare to max_allowed_single_points.
  4. Output a structural critique:
    • red flags
    • failure modes
  5. Propose alternatives:
    • multisig/timelock
    • role separation
    • auditable approval flows

Validation

  • Alternatives must reduce single-point control.
  • No personal attacks; only structural critique.

Output

  • centralization_probe_result:
    • single_points (list)
    • risk_level (low|med|high)
    • red_flags (list)
    • alternatives (list)
    • response_draft (string)

Safety Rules

  • No operational instructions for abuse.
  • Do not recommend custody or financial actions.

Example

If one agent can unilaterally enable live trading and move capital, output risk_level=high and recommend separation + explicit governance gates.

Usage Guidance
This skill appears coherent and low-risk technically (instruction-only, no credentials). Before installing: 1) Verify the author/provenance because registry metadata and embedded metadata differ and there is no homepage; 2) Do not feed secrets, private keys, or raw financial credentials into the skill—only provide redacted or synthetic inputs for testing; 3) Review and validate any recommended governance changes with human experts before applying them; 4) If you rely on this for critical decisions, prefer testing on non-sensitive proposals and compare outputs against other reviewers.
Capability Analysis
Type: OpenClaw Skill Name: anti-centralization-probe Version: 1.0.0 The skill bundle is designed to analyze governance proposals for centralization risks and suggest decentralized alternatives. It contains no executable code, network requests, or file system access, and the instructions in SKILL.md and anti-centralization-probe.md are strictly focused on structural analysis with explicit safety constraints against recommending financial or abusive actions.
Capability Assessment
Purpose & Capability
The skill's name, description, and runtime instructions align: it analyzes proposals for single points of control and proposes decentralization alternatives. However, registry metadata (owner ID and version) differs from the included _meta.json/SKILL.md metadata and there is no homepage or clear source, so provenance is unclear.
Instruction Scope
SKILL.md provides narrowly scoped instructions (map control points, count single points, propose alternatives) and includes safety rules forbidding operational abuse and custody/financial recommendations. It does not instruct reading unrelated files or environment variables.
Install Mechanism
No install spec and no code files beyond static markdown—nothing is written to disk or fetched at install time. This is the lowest-risk install profile.
Credentials
The skill requires no environment variables, binaries, or credentials. There is no request for unrelated secrets or config paths.
Persistence & Privilege
The skill is not always-on and uses normal autonomous invocation settings. It does not request elevated persistence or modifications to other skills or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install anti-centralization-probe
  3. After installation, invoke the skill by name or use /anti-centralization-probe
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of anti-centralization-probe skill. - Detects and critiques centralization risks in proposals and designs. - Flags single points of control and dependency chains. - Outputs risk level, red flags, and decentralization alternatives (e.g., multisig, role separation). - Designed for use in governance and structural review contexts.
Metadata
Slug anti-centralization-probe
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Anti Centralization Probe?

Detect centralization risks in proposals and designs; output structural critiques and safer decentralization alternatives. It is an AI Agent Skill for Claude Code / OpenClaw, with 65 downloads so far.

How do I install Anti Centralization Probe?

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

Is Anti Centralization Probe free?

Yes, Anti Centralization Probe is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Anti Centralization Probe support?

Anti Centralization Probe is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Anti Centralization Probe?

It is built and maintained by Mauricio Z. (@mzfshark); the current version is v1.0.0.

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