← Back to Skills Marketplace
gtovd

Zown Gemini Governor

by GTOVD · GitHub ↗ · v0.1.0
cross-platform ⚠ suspicious
1054
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install zown-gemini-governor
Description
A high-fidelity token management and model stabilization skill. Implements the Zown "Atomic Pipeline" to prevent Gemini TPM (Tokens Per Minute) rate limits. Use when performing heavy engineering tasks, multi-step code generation, or when encountering 429 Rate Limit errors. Includes protocols for context pruning and forced cool-downs.
Usage Guidance
This skill is instruction-only but instructs the agent to run local scripts and CLIs that are not declared or provided. Before installing or enabling it: 1) Ask the publisher for source code or a homepage and for the missing scripts (scripts/cooldown.py) and exact gemini CLI requirements. 2) Verify the gemini CLI and any scripts exist and inspect their code — running them could execute arbitrary actions. 3) Test the skill in a sandboxed/non-production agent with autonomous invocation disabled. 4) Confirm whether 'session_status' and the usage/footer checks are available in your agent runtime; otherwise the cooldown logic can't be trusted. 5) Consider the privacy impact: the skill asks to summarize identity/history files (SOUL.md/IDENTITY.md) — review those files for secrets before allowing access. If you cannot verify the missing components or source, treat this skill as untrusted and do not enable it for sensitive or autonomous workflows.
Capability Analysis
Type: OpenClaw Skill Name: zown-gemini-governor Version: 0.1.0 The `SKILL.md` file instructs the AI agent to execute external commands, specifically `python3 scripts/cooldown.py 60` and to use the `gemini` CLI. While the stated purpose of these commands (rate limit prevention, context management) appears benign, the direct execution of arbitrary scripts and CLI tools by the agent represents a significant security risk (potential RCE) if the scripts are compromised or if the agent can be prompted to execute other commands. There is no clear evidence of intentional malicious behavior such as data exfiltration or backdoor installation within the provided files, classifying it as suspicious rather than malicious.
Capability Assessment
Purpose & Capability
The skill claims to manage Gemini TPM and stabilise model usage, but the manifest declares no required binaries, no credentials, and no install artifacts. The SKILL.md explicitly tells the agent to use the 'gemini' CLI and a local Python script (scripts/cooldown.py), yet those are not declared or provided — that's inconsistent with the stated purpose and runtime needs.
Instruction Scope
Runtime instructions tell the agent to read/compact large files (SOUL.md, IDENTITY.md → MEMORY.md), run session_status checks, and execute a local cooldown script. These steps involve reading/writing workspace files and executing arbitrary local code that are outside the manifest's declared surface and could expose or modify persistent data.
Install Mechanism
There is no install spec (instruction-only), which is lower-risk in itself; however, the instructions assume the presence of local scripts/binaries. If those scripts exist in the agent environment, following the instructions will execute code on disk — a runtime risk even without a formal installer.
Credentials
The skill requests no environment variables or credentials in the manifest (proportional), but the SKILL.md expects access to external CLIs and session usage metrics without declaring how to authenticate or retrieve them. It also instructs summarizing identity/history files, which may cause disclosure of sensitive local data.
Persistence & Privilege
always:false and no autonomous-disabling flag are normal. The skill asks agents to update MEMORY.md after every step, creating persistent state in the workspace — this is within normal behavior but worth noting because it could cause accidental retention of sensitive context or enable repeated execution of local scripts.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install zown-gemini-governor
  3. After installation, invoke the skill by name or use /zown-gemini-governor
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
zown-gemini-governor 0.1.0 initial release: - Introduces a high-fidelity token management and model stabilization skill to prevent Gemini TPM rate limits. - Implements the "Atomic Pipeline" for breaking down tasks and enforcing single-step execution. - Adds protocols for aggressive context pruning, including file compacting and memory summarization. - Defines the 50% Rule: triggers cooldowns if TPM usage or prompt frequency thresholds are exceeded. - Provides collaboration guidelines for syncing memory and informing co-agents. - Recommends specialized workflows for both heavy engineering and Q&A tasks.
Metadata
Slug zown-gemini-governor
Version 0.1.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Zown Gemini Governor?

A high-fidelity token management and model stabilization skill. Implements the Zown "Atomic Pipeline" to prevent Gemini TPM (Tokens Per Minute) rate limits. Use when performing heavy engineering tasks, multi-step code generation, or when encountering 429 Rate Limit errors. Includes protocols for context pruning and forced cool-downs. It is an AI Agent Skill for Claude Code / OpenClaw, with 1054 downloads so far.

How do I install Zown Gemini Governor?

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

Is Zown Gemini Governor free?

Yes, Zown Gemini Governor is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Zown Gemini Governor support?

Zown Gemini Governor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Zown Gemini Governor?

It is built and maintained by GTOVD (@gtovd); the current version is v0.1.0.

💬 Comments