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Micro-Snowball
by
System Architect Zero
· GitHub ↗
· v1.0.0
381
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Install in OpenClaw
/install micro-snowball
Description
The disciplined framework for low-capital, high-leverage strategy validation. Test 50x strategies with pennies, not paychecks.
Usage Guidance
This skill is suspiciously incomplete for a trading tool. Before installing or running it: 1) Do not provide real exchange API keys or secrets; prefer only testnet or read-only keys if you must test. 2) Ask for source code or a homepage and a clear list of required env vars (BINANCE_API_KEY/SECRET, OKX_API_KEY/SECRET) and required key permissions (avoid keys with withdrawal rights). 3) Require the skill to explicitly document testnet endpoints and to include code showing how trades are signed and sent — if it can't, treat it as unsafe. 4) If the skill prompts at runtime for credentials or to run arbitrary commands, stop and inspect. 5) Consider only using well-known, audited tools for high-leverage testing; 50x leverage can quickly wipe small accounts. If you want help formulating exact questions to ask the author or specific checks to perform on any provided code, I can help.
Capability Analysis
Type: OpenClaw Skill
Name: micro-snowball
Version: 1.0.0
The skill bundle describes a high-risk financial strategy involving 'Force-sets 50x isolated margin before every trade' for validating quantitative strategies. While this functionality is explicitly stated as part of the skill's purpose and does not indicate malicious intent like data exfiltration or system compromise, the inherent extreme financial risk associated with 50x leverage makes the skill suspicious due to the potential for significant user capital loss, classifying it as a risky capability rather than benign.
Capability Assessment
Purpose & Capability
The README-style SKILL.md claims direct integration with OKX and Binance (force-setting 50x isolated margin, executing trades) but the skill declares no required env vars, no API keys, and no binaries. A trading skill almost certainly needs exchange API credentials and explicit instructions or code to call those APIs; their absence is incoherent.
Instruction Scope
The instructions are extremely vague — essentially just a description and an invocation command (npx openclaw skill run micro-snowball). There are no concrete runtime steps for authenticating, calling exchange endpoints, or using testnets. That vagueness grants the agent broad discretion and could lead to unexpected prompts or behavior at runtime.
Install Mechanism
There is no install spec and no code files (instruction-only). From an install-risk perspective this is low risk because nothing will be written to disk, but it also means critical functionality appears to be missing from the package itself.
Credentials
The skill claims to perform live trading yet lists no required environment variables or primary credential. A legitimate exchange-integrating skill should declare API keys/secrets (e.g., BINANCE_API_KEY, BINANCE_SECRET or OKX equivalents) and explicitly document required key permissions. The lack of declared credentials is disproportionate and unexplained.
Persistence & Privilege
The skill does not request persistent privileges (always is false) and has no OS restrictions or config-path access. Autonomous invocation is allowed by default — not by itself a problem — but combined with the other inconsistencies it increases the risk surface if the skill later requests credentials or runs actions.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install micro-snowball - After installation, invoke the skill by name or use
/micro-snowball - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release introducing micro-snowball, a disciplined framework for low-capital, high-leverage strategy validation.
- Enables testing of 50x+ strategies with minimal capital ($0.1–$1.0 per trade) on OKX or Binance.
- Supports automatic leverage sync to 50x isolated margin before every trade.
- Optimized reporting with clear ROE (Return on Equity) visualization.
- Features DCA (Dollar-Cost Averaging) recovery for high-frequency testing.
- Designed for safe, aggressive quantitative strategy experimentation.
Metadata
Frequently Asked Questions
What is Micro-Snowball?
The disciplined framework for low-capital, high-leverage strategy validation. Test 50x strategies with pennies, not paychecks. It is an AI Agent Skill for Claude Code / OpenClaw, with 381 downloads so far.
How do I install Micro-Snowball?
Run "/install micro-snowball" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Micro-Snowball free?
Yes, Micro-Snowball is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Micro-Snowball support?
Micro-Snowball is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Micro-Snowball?
It is built and maintained by System Architect Zero (@tmstudio667-commits); the current version is v1.0.0.
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