Limited Info Subagent Skill Verify
/install limited-info-subagent-skill-verify
Limited Info Subagent Skill Verify
Use this skill when the user wants to verify a skill under intentionally sparse conditions.
Purpose
This skill checks whether another skill is robust enough to work when a subagent receives only the minimum realistic invocation.
The goal is not to help the subagent succeed by giving away the workflow. The goal is to see whether the target skill itself carries enough behavioral guidance.
When To Use
Use this skill when the user explicitly wants:
- a subagent validation
- a limited-information skill test
- a sparse invocation test
- an acceptance check for a skill
Do not use it when the user wants you to execute the target skill directly without verification.
Minimal-Info Principle
Give the subagent only the minimum information needed to invoke the target skill.
Good examples:
Use $target-skill with this file: /path/to/file.txt
Use $target-skill with this video link: https://example.com/video
Use $target-skill with this prompt: ...
Do not include:
- the target workflow steps
- hints about which scripts to run
- expected output structure
- hidden evaluation criteria
- prior conclusions from earlier attempts
Verifier Workflow
1. Prepare the minimal invocation
Construct a short invocation that names the target skill and passes the artifact.
2. Spawn the subagent
Spawn exactly one subagent unless the user asks for multiple runs or comparisons.
3. Wait without steering
Do not send clarifications or nudges unless the user explicitly wants an interactive retry.
4. Evaluate the result yourself
The main agent must perform the acceptance review. Do not ask another subagent to validate the first subagent.
5. Report pass or fail
Judge whether the target skill behaved as intended under limited information.
Acceptance Criteria
Check these:
- Did the subagent recognize and use the target skill rather than merely describing it?
- Did it act on the provided artifact?
- Did it produce the key outputs the target skill is supposed to produce?
- Did it avoid relying on information that was not given in the minimal invocation?
- Did it follow the target skill's behavioral boundaries?
Findings Format
Report findings first.
For each finding:
- state severity
- say what the subagent did or failed to do
- connect the failure to a missing or weak instruction in the target skill
If the run passes, say that explicitly and mention any residual ambiguity.
Improvement Loop
If the target skill fails, improve the target skill before retrying when appropriate.
Typical fixes:
- strengthen the minimal invocation wording
- clarify what must happen on first contact
- distinguish execution from description
- clarify defaults and file outputs
- tighten the acceptance boundary
Communication
- Use the user's language unless they ask otherwise
- Keep the verdict concise
- Make it easy to see whether the result passed or failed
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install limited-info-subagent-skill-verify - 安装完成后,直接呼叫该 Skill 的名称或使用
/limited-info-subagent-skill-verify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
Limited Info Subagent Skill Verify 是什么?
Validate whether a skill can be executed successfully by a minimally informed subagent. Use when the user wants to test a skill by giving a subagent only a m... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 92 次。
如何安装 Limited Info Subagent Skill Verify?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install limited-info-subagent-skill-verify」即可一键安装,无需额外配置。
Limited Info Subagent Skill Verify 是免费的吗?
是的,Limited Info Subagent Skill Verify 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Limited Info Subagent Skill Verify 支持哪些平台?
Limited Info Subagent Skill Verify 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 Limited Info Subagent Skill Verify?
由 Winston Zhu(@amourlion)开发并维护,当前版本 v1.0.0。