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在 OpenClaw 中安装
/install venture-delegation
功能描述
Opus-level strategic decomposition for any opportunity, project, or task. Breaks work into atomic pieces with evals, assigns each to the cheapest capable mod...
安全使用建议
This skill appears coherent, but keep these practical cautions in mind before enabling it: 1) It expects the agent to create files and run build/eval commands (npm, curl, shell tests). Only allow it where you trust those actions — sandbox or restrict filesystem and network access if possible. 2) Generated atoms may run project scripts that execute code. Review atoms and eval commands before permitting execution. 3) The skill routes work to different internal model names (flash, sonnet, etc.) which can incur costs — verify model availability and cost policies. 4) No secrets are requested by the skill, but if you attach it to a workspace with credentials or CI/CD, ensure it cannot access unrelated secrets. 5) If you want tighter control, require manual approval of the atomic task plan before execution.
功能分析
Type: OpenClaw Skill
Name: venture-delegation
Version: 1.0.0
The skill bundle defines a complex delegation framework in SKILL.md that instructs the agent to generate and execute shell commands (e.g., 'npm run build', 'curl', 'grep') to verify task completion. While these capabilities are plausibly needed for the stated purpose of project automation and 'atomic' task verification, the broad use of shell execution and network access represents a high-risk behavior and a significant attack surface for command injection, fitting the criteria for a suspicious classification despite the lack of explicit malicious intent.
能力评估
Purpose & Capability
The name/description (decompose tasks, assign to cheaper models, create atomic tasks with verifiable checks) matches the SKILL.md content. No unrelated credentials, binaries, or installs are requested; the model assignment table and evals are coherent with the stated purpose.
Instruction Scope
Runtime instructions direct the agent to write artifacts (files/URLs), run machine-verifiable evals (test -f, npm run build, curl, grep, screenshots, etc.), and to scaffold code. Those actions are appropriate for a delegation tool but do require filesystem, build-tool, and network capabilities — the skill does not attempt to read unrelated system files or environment variables, but it does give the agent discretion to create/execute project commands.
Install Mechanism
Instruction-only skill with no install spec and no external downloads; nothing will be written to disk by an installer. Lowest-risk install surface.
Credentials
The skill requests no environment variables, credentials, or config paths. Model names are referenced internally but do not imply external credentials. The level of access requested is proportional to the purpose.
Persistence & Privilege
always:false and default autonomous invocation are set. The skill does not request permanent presence or modification of other skills or system-wide configuration.
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 venture-delegation - 安装完成后,直接呼叫该 Skill 的名称或使用
/venture-delegation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
- Initial release of the delegation skill, version 1.0.0.
- Strategic framework for decomposing work into atomic units, each with clear outputs and automated, machine-verifiable evals.
- Dynamic assignment engine chooses the cheapest capable model (flash, sonnet, gptoss, opus, gemini-pro) for each task type.
- Integrated Venture Eval protocol to rapidly validate new ideas with multi-round optimism, skepticism, and actionable next steps, all under $0.07 cost.
- Detailed process phases: THINK (atomic decomposition), PLAN (dependency mapping), EXECUTE (sub-agent handoff), EVAL (automated verification), and LEARN (feedback loop).
- Emphasizes clear anti-patterns, model cost efficiency, and strict separation between insight (Opus) and execution (sub-agents).
元数据
常见问题
Venture Delegation 是什么?
Opus-level strategic decomposition for any opportunity, project, or task. Breaks work into atomic pieces with evals, assigns each to the cheapest capable mod... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 83 次。
如何安装 Venture Delegation?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install venture-delegation」即可一键安装,无需额外配置。
Venture Delegation 是免费的吗?
是的,Venture Delegation 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Venture Delegation 支持哪些平台?
Venture Delegation 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 Venture Delegation?
由 KairoKid(@dodge1218)开发并维护,当前版本 v1.0.0。
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