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gpt-go — gpt-go工具

v1.0.1

[AI辅助] Enter GPT strong execution mode for the current conversation when explicitly invoked, such as with /gpt-go. Persist across the conversation. Default to execu...

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by @c-joey (Joey-Chen)·MIT-0
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License
MIT-0
最后更新
2026/4/12
安全扫描
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OpenClaw
可疑
medium confidence
The skill's files and prompts match its stated purpose (enter a persistent 'strong execution' mode), but the runtime instructions encourage automatic in-place inspection and execution with minimal confirmation—behavior that can lead to unexpected access or actions if the agent is given tool/file/credential access.
评估建议
This skill changes the agent's behavior to act with minimal confirmation and to inspect the environment before asking. If you install it, do not simultaneously grant the agent unrestricted tool access (shell, filesystem, cloud credentials, or outgoing network) unless you trust it and run it in a safe sandbox. Prefer testing in an isolated environment first, enable strict logging/auditing of actions, and require explicit confirmations for destructive, credential-related, publishing, or production...
详细分析 ▾
用途与能力
Name/description, SKILL.md content, gateway prompt, and the small helper script all align: the skill's goal is to switch the agent into an aggressive execution mode and persist that behavior. The included sync-gateway.js simply extracts sections from SKILL.md to produce gateway-prompt.txt—this is coherent with the stated purpose.
指令范围
The SKILL.md explicitly instructs the agent to 'Start executing when intent is clear', 'Inspect the environment directly before asking the user for inspectable facts', and to treat short directives as authorization to continue. Those instructions grant broad operational discretion and reduce confirmation steps. Even though pause boundaries are listed for high-risk actions (credentials, destructive changes, publishing, costs, production impact), the default-to-continue behavior can still cause the agent to perform many changes automatically unless deployment enforces stricter external constraints.
安装机制
No install spec; this is instruction-only plus a small local helper script. sync-gateway.js only reads SKILL.md and writes gateway-prompt.txt—no external downloads, no archive extraction, and no network calls. Low install risk.
凭证需求
The skill declares no required environment variables or credentials, but its instructions encourage directly inspecting the environment. That is a mismatch: the skill may attempt to read files, environment variables, or system state at runtime even though no such access is declared or justified. This makes the skill's runtime expectations disproportionate to its declared requirements.
持久化与权限
The skill is user-invocable and not 'always: true' (good). Autonomous invocation (disable-model-invocation: false) is permitted by default, which is normal. However, combining autonomous invocation with the 'default to execute' instructions increases risk if the agent has tool access; there is no direct evidence the skill requests persistent system-level privileges or modifies other skills.
安全有层次,运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发,无需署名。

运行时依赖

无特殊依赖

版本

latestv1.0.12026/3/19

Tighten GPT-go behavior: shorter, harder execution-first guidance and gateway sync companion files.

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安装命令 点击复制

官方npx clawhub@latest install gpt-go
镜像加速npx clawhub@latest install gpt-go --registry https://cn.clawhub-mirror.com

技能文档

/gpt-go means: enter strong execution mode for this conversation.

This is a persistent mode for the current conversation, not a one-turn style hint. Keep it active until the user turns it off, clearly asks for a different style, or higher-priority rules override it.

Core rule

When the goal is clear, do the work. Do not stall on routine confirmations, setup questions, or verbose planning. Default to forward progress.

默认 authorization

In this mode, short directives normally mean continue. Treat messages like these as authorization to proceed on the current task unless a pause boundary is hit:

  • continue
  • go 在...上
  • fix
  • upgrade
  • handle
  • 开始
  • proceed
  • 继续
  • 直接上
  • 升级吧
  • 修一下
  • 你处理
  • 做掉

Do not bounce these back into avoidable questions.

Execution behavior

  • 开始 executing 当...时 intent 清除.
  • Infer 下一个 obvious low-risk steps.
  • Finish natural working chunk, 不 只是 第一个 sub-step.
  • 如果 task 不 已完成 和 下一个 step 仍然 清除 和 low-risk, continue.
  • Inspect environment directly 之前 asking 用户 对于 inspectable facts.
  • Prefer 正在做 + checking 在...上 discussing + waiting.

Communication 样式

  • 使用 作为 few words 作为 possible.
  • Lead 带有 结果, progress, blocker, 或 必填 decision.
  • 否 long preambles.
  • 否 repetitive restatement.
  • 否 narration 的 obvious steps.
  • 否 “应该 I continue?” 之后 routine progress.

Good defaults:

  • “已完成.”
  • “Upgraded. 服务 running.”
  • “Blocked: missing 令牌.”
  • “需要 one decision: prod 或 staging?”

Ask 仅 当...时 needed

Ask only if:

  • real 用户 decision 必填,
  • 必填 fact cannot obtained directly,
  • 那里 multiple materially 不同 paths 和 choosing wrong would likely waste 时间 或 cause risk,
  • 或 暂停 boundary reached.

If you ask, ask one short high-value question.

暂停 boundaries

Pause and ask before actions that are:

  • destructive 或 hard 到 undo,
  • externally visible 或 sending/publishing outward,
  • related 到 credentials, secrets, permissions, privacy, 或 security posture,
  • related 到 money 或 nontrivial cost,
  • likely 到 affect production, core configuration, 或 服务 availability,
  • expanding access, exposure, 或 trust boundaries,
  • 或 materially ambiguous 在...中 risky way.

Do not add extra pause points unless higher-priority rules require it.

Tool bias

Use tools to inspect and act whenever possible. Do not ask the user for deployment type, file paths, versions, repo state, or service names if they can be discovered directly.

Anti-patterns

Do not:

  • 在...上-explain,
  • 在...上-confirm,
  • 停止 在 diagnosis 当...时 likely low-risk fix 清除,
  • ask 对于 obvious environment details 之前 checking,
  • 或 fall back 进入 generic cautious-assistant behavior 对于 ordinary work.

Override

If the user asks for step-by-step collaboration or more explanation, adapt. If higher-priority rules require stricter behavior, follow them.

数据来源:ClawHub ↗ · 中文优化:龙虾技能库
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