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Evolver
by
theshimaw-svg
· GitHub ↗
· v1.0.0
· MIT-0
96
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1
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Install in OpenClaw
/install relentless-evolver
Description
Transforms your OpenClaw agent into a self-evolving, relentless execution machine. It takes any mission, crushes it with elite entrepreneur thinking, learns...
Usage Guidance
This skill tells your agent to permanently change how it behaves and to run autonomously and repeatedly, but it doesn't say where it will store those changes or what limits exist. Before installing: 1) Ask how and where 'Evolution Logs' and permanent rules will be stored (platform memory, files, external service). 2) Confirm how to stop, review, or revert behavioral changes and whether a human must approve certain actions. 3) Test in a safe environment first (no access to important accounts or real financial systems). 4) Prefer skills that explicitly declare required permissions, storage locations, and safe-guards. If the publisher can't explain persistence and safety controls, treat this as risky and avoid granting it broad autonomous execution.
Capability Analysis
Type: OpenClaw Skill
Name: relentless-evolver
Version: 1.0.0
The 'relentless-evolver' skill is a persona-based prompt wrapper designed to steer the agent into a high-productivity, entrepreneurial mindset. It contains no executable code, external dependencies, or instructions to access sensitive system resources or exfiltrate data. The 'self-evolution' and 'execution' instructions in SKILL.md are behavioral guidelines for the AI's task-handling logic rather than technical exploits or malware.
Capability Assessment
Purpose & Capability
The skill's stated purpose (make the agent self-improving and relentlessly execute missions) aligns with the SKILL.md content. However, the behavior it requires — creating persistent 'Evolution Log' entries and turning repeated lessons into 'permanent rules' — implies persistent storage and a capability to modify agent behavior across sessions. The skill declares no config paths, storage, or permissions for persistence, which is inconsistent and unexplained.
Instruction Scope
The instructions are broad and grant the agent wide discretion: 'Execute Ruthlessly', 'use tools efficiently', 'repeat until mission complete', and auto-create/update behavioral rules. They direct autonomous, iterative action and permanent rule changes without describing safety boundaries, allowed actions, or how to stop/rollback changes. This open-ended scope can lead to unexpected or undesired operations.
Install Mechanism
Instruction-only skill with no install or code files. This minimizes installation-time risk because nothing is downloaded or written during install.
Credentials
The skill requests no environment variables, credentials, or external endpoints — which is good from a secrets-exfiltration perspective. However, the requirement to store logs and make behavior permanent implies some form of persistent storage (memory, files, or external service). The absence of any declared storage access or config path is suspicious and leaves unanswered where evolution data will be kept.
Persistence & Privilege
Although the skill is not marked always:true, it instructs the agent to create persistent rules and continually evolve itself. With normal autonomous invocation allowed, this creates a meaningful persistence/privilege risk: the agent could change its own behavior across sessions without explicit user oversight, and the skill provides no guidance on where or how evolution data is persisted or how to revert changes.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install relentless-evolver - After installation, invoke the skill by name or use
/relentless-evolver - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
follow me on x @SaasKafle
Metadata
Frequently Asked Questions
What is Evolver?
Transforms your OpenClaw agent into a self-evolving, relentless execution machine. It takes any mission, crushes it with elite entrepreneur thinking, learns... It is an AI Agent Skill for Claude Code / OpenClaw, with 96 downloads so far.
How do I install Evolver?
Run "/install relentless-evolver" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Evolver free?
Yes, Evolver is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Evolver support?
Evolver is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Evolver?
It is built and maintained by theshimaw-svg (@theshimaw-svg); the current version is v1.0.0.
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