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Omega Notation
by
Shadow Rose
· GitHub ↗
· v1.0.3
· MIT-0
198
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0
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3
Versions
Install in OpenClaw
/install omega-notation
Description
Structured output compression for AI agents. Dramatically reduces token cost on structured data (evals, decisions, routing, policies, media summaries). Desig...
Usage Guidance
This skill appears internally consistent and implements what it claims: a TypeScript serializer/deserializer and tests for a compact agent-to-agent notation. Before installing, you may want to: (1) verify the author/source and license (homepage/source unknown), (2) run the included tests locally (node --experimental-strip-types test.ts) with your real payloads to confirm round-trip integrity and token savings, (3) avoid using Ω Notation for human-facing outputs, and (4) be aware that dict=auto implies in-session shorthand mapping — if you need durable shared dictionaries across agents you'll need an explicit synchronization mechanism (none is included). The version string mismatch in the README vs registry is minor but worth confirming if you rely on specific releases.
Capability Analysis
Type: OpenClaw Skill
Name: omega-notation
Version: 1.0.3
The skill provides a utility for token compression called 'Omega Notation', designed to reduce the cost of structured agent-to-agent communication. The implementation in omega-notation.ts is a pure-logic TypeScript library for serializing and deserializing data using regex and string manipulation, with no external dependencies, network access, or shell execution. The SKILL.md instructions and test files (test.ts, run-test.js) are consistent with the stated purpose and contain no malicious directives or obfuscated code.
Capability Assessment
Purpose & Capability
The name/description (Ω Notation — compress structured agent outputs) matches the included TypeScript implementation: serialize/deserialize, round-trip test, and token-comparison test. There are no unrelated environment variables, binaries, or external services required. The only minor mismatch is SKILL.md listing version 1.0.1 while registry metadata is 1.0.3 (likely a packaging/version note, not a security issue).
Instruction Scope
SKILL.md contains usage, format examples, and guidance for when to use or not to use the notation. It does not instruct the agent to read arbitrary files, access credentials, or transmit data to external endpoints. The 'dict=auto' mode implies session-level shorthand mapping, but neither the docs nor the code persist dictionaries or perform external synchronization — state appears ephemeral and local.
Install Mechanism
No install specification or remote downloads are provided; this is an instruction-first skill with source code included. All code is plain TypeScript/JS with no network or extraction steps, which is low risk.
Credentials
The skill requires no environment variables, no credentials, and no config paths. The code does not read process.env or other system secrets.
Persistence & Privilege
The skill is not marked always:true and does not request persistent privileges. It can be invoked autonomously by agents (platform default) but there are no added privileges or modifications to other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install omega-notation - After installation, invoke the skill by name or use
/omega-notation - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
Removed child_process from test runner, clean security scan
v1.0.2
Removed system-prompt override pattern, genericized test data, added per-request usage guidance, v2 context mode roadmap
v1.0.1
Honest compression specs per data type, v2 context mode roadmap, theoretical basis section
Metadata
Frequently Asked Questions
What is Omega Notation?
Structured output compression for AI agents. Dramatically reduces token cost on structured data (evals, decisions, routing, policies, media summaries). Desig... It is an AI Agent Skill for Claude Code / OpenClaw, with 198 downloads so far.
How do I install Omega Notation?
Run "/install omega-notation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Omega Notation free?
Yes, Omega Notation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Omega Notation support?
Omega Notation is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Omega Notation?
It is built and maintained by Shadow Rose (@theshadowrose); the current version is v1.0.3.
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