风险评分

100/100 (Very Low)

OpenClaw: benign
VirusTotal: benign
StaticScan: clean

Cli Agent Architecture

作者: 1477009639zw-blip
Slug:cli-agent-architecture
版本:1.0.0
更新时间:2026-03-30 06:56:49
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OpenClaw: benign

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The skill's files and runtime instructions are consistent with its stated goal (teaching a two-layer CLI execution + presentation architecture); it does not request unrelated credentials or network in...

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原始 JSON 数据
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        "changelog": "CLI-Agent Architecture Skill 1.0.0\n\n- Introduces a comprehensive two-layer architecture for AI agents executing Unix shell commands.\n- Details why Unix CLI commands outperform typed function calls for LLM-based agents due to familiarity and pipeline semantics.\n- Defines a strict split between \"raw execution\" (lossless, metadata-free) and \"LLM presentation\" (truncation, binary guard, stderr attachment, metadata).\n- Describes four Layer 2 processing mechanisms: Binary Guard, Overflow Mode, Metadata Footer, and stderr Attachment, including detection heuristics and message formats.\n- Provides concrete examples of actionable, two-part error messages, and outlines best practices while avoiding anti-patterns.\n- Includes a progressive disclosure strategy for agent command documentation and gives an implementation guide with sample scripts and reference layout.",
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        "version": "1.0.0"
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        "summary": "Teach the two-layer CLI architecture enabling AI agents to run shell commands natively with lossless execution and adaptive LLM presentation.",
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