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Relentless AI Agent Engineer
作者
theshimaw-svg
· GitHub ↗
· v1.0.0
· MIT-0
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当前安装
1
版本数
在 OpenClaw 中安装
/install relentless-operator
功能描述
Transforms your agent into a relentless, self-improving operator that obsessively executes and optimizes any mission until completion.
安全使用建议
This skill is a behavior template (no code, no creds) that tells your agent to act relentlessly and to call other tools. Before installing consider: (1) Where will it store 'learning' or state? Ask the skill author or platform how persistence/memory is handled. (2) Test in a sandbox with limited tool access so it cannot perform costly or destructive actions. (3) Require explicit user confirmation for irreversible or high-cost operations (payments, posts, account changes). (4) Set rate limits, timeouts, and an explicit emergency stop command to prevent runaway loops. (5) Monitor logs and quota usage when first enabling it. If you cannot enforce those safeguards, treat this skill as risky because its behavior could repeatedly invoke other skills or external APIs without clear bounds.
功能分析
Type: OpenClaw Skill
Name: relentless-operator
Version: 1.0.0
The skill bundle consists solely of metadata and a markdown file (SKILL.md) that provides behavioral instructions to the AI agent. It defines a high-productivity 'Relentless Operator' persona using prompt engineering techniques but contains no executable code, external dependencies, or instructions to access sensitive system resources or exfiltrate data.
能力评估
Purpose & Capability
The name/description match the SKILL.md: this is an instruction-only behavior modifier that turns an agent into a relentless executor. However, the skill promises ongoing 'self-improvement' and repeated learning over time but declares no persistence/configuration or storage requirements — it's unclear how state or learning is stored or shared (platform memory, external storage, or nothing). This is a design omission rather than direct mismatch.
Instruction Scope
The runtime instructions direct the agent to change identity and follow an unbounded execution loop: break down missions, 'execute smart' using 'available tools/skills', 'loop' until completion, and 'self-correct in real time'. Those rules grant broad discretion to call other skills/tools and to repeat actions indefinitely. There are no explicit guardrails, stop conditions, rate limits, or required user confirmations for potentially impactful actions.
Install Mechanism
No install spec and no code files — this is instruction-only. That minimizes file-system risk and nothing is downloaded or executed from external URLs.
Credentials
The skill requests no environment variables, credentials, or config paths, which is proportional for an instruction-only behavior change. Note: because it instructs the agent to use 'available tools/skills', the skill could indirectly trigger other skills that do require credentials.
Persistence & Privilege
always is false and autonomous invocation is allowed (default), but the skill explicitly instructs indefinite looping and continual improvement. Combined with autonomous invocation and broad permission to use other skills, this creates a risk of runaway activity (repeated API calls, unintended side effects) unless the platform enforces throttles, confirmation prompts, and memory boundaries. The skill does not declare or implement its own stop/kill switches or safety checks.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install relentless-operator - 安装完成后，直接呼叫该 Skill 的名称或使用
/relentless-operator触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Follow me on x @SaasKafle
元数据
常见问题
Relentless AI Agent Engineer 是什么？
Transforms your agent into a relentless, self-improving operator that obsessively executes and optimizes any mission until completion. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 82 次。
如何安装 Relentless AI Agent Engineer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install relentless-operator」即可一键安装，无需额外配置。
Relentless AI Agent Engineer 是免费的吗？
是的，Relentless AI Agent Engineer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Relentless AI Agent Engineer 支持哪些平台？
Relentless AI Agent Engineer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Relentless AI Agent Engineer？
由 theshimaw-svg（@theshimaw-svg）开发并维护，当前版本 v1.0.0。
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