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Analyze

作者 Iván · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
1872
总下载
3
收藏
6
当前安装
1
版本数
在 OpenClaw 中安装
/install analyze
功能描述
Structured analysis for any input. Data, code, text, decisions, visuals. Prioritize, question, conclude.
使用说明 (SKILL.md)

Pattern

Purpose → Structure → Analyze → Prioritize → Conclude

Before analyzing: State what decision this serves. Pick a framework. Note first impression to challenge later.

Before

  • Purpose in one line: "This analysis helps decide ___"
  • What's missing: 3+ unknowns that would change conclusions
  • First impression: Write it — then seek counter-evidence

During

  • Prioritize always: 🔴 Critical (1-2 max) · 🟡 Important (2-3) · ⚪ Minor
  • Mark sources: Every claim gets [from input] or [inferred]
  • Seek disconfirmation: Dedicate space to "why I might be wrong"
  • Distinguish: Facts vs opinions. Correlation vs causation.

After

  • One-line summary: Force analysis into one sentence
  • So what?: End with action, not summary
  • Obviousness test: Would someone say this without reading? → Deeper

Traps

  • Superficial: Paraphrasing ≠ analysis
  • Equal weight: Everything yellow = nothing prioritized
  • Confirmation bias: First impression became conclusion
  • Missing denominator: "500 cancellations" of 600 or 50,000?
  • Invented data: Stats without source = hallucination

By Domain

Domain Focus Watch
Data Grain, missing, outliers Centinels, mixed types
Code Production breaks, dead code Style ≠ bugs
Text Thesis, evidence strength Unsourced claims
Decisions Unlisted options, reversibility Status quo bias
Visual Dominance, consistency Platform conventions

Frameworks

Pick one before starting:

  • MECE: Mutually exclusive, collectively exhaustive
  • Pros/Cons+: Add reversibility + cost of inaction
  • Pre-mortem: Assume failure — why?
  • Steel man: Best opposing argument

Output

🎯 PURPOSE: Decide [X]
🔴 CRITICAL: [Finding + source]
🟡 IMPORTANT: [Findings]
⚠️ COUNTER: [Contradictions]
➡️ ACTION: [Recommendation]

Channels, not teaches. Ensures prioritization, questioning, and conclusions.

安全使用建议
This is a low-risk, instruction-only skill that simply prescribes an analysis workflow. Before installing, confirm your agent platform's runtime policy: verify whether skills can access files, network, or tools outside their instructions (the skill itself doesn't request such access). Try it first with non-sensitive example inputs and review agent logs to ensure it behaves as expected. If you expect the skill to operate on private data, validate the hosting environment's data handling and logging settings.
功能分析
Type: OpenClaw Skill Name: analyze Version: 1.0.0 The skill bundle contains standard metadata and a `SKILL.md` file that provides instructions for an AI agent on how to perform structured analysis. The markdown content is entirely focused on analytical methodology, prioritization, and output formatting. There are no indications of prompt injection attempts, malicious commands, data exfiltration, persistence mechanisms, or any other harmful behaviors. All content aligns with the stated purpose of an 'Analyze' skill.
能力评估
Purpose & Capability
Name and description describe a generic analysis helper; SKILL.md contains only procedural guidance for analysis (pick framework, list unknowns, prioritize, conclude). There are no unrelated requirements (no cloud creds, no binaries) that would be inconsistent with the stated purpose.
Instruction Scope
Runtime instructions are limited to how the agent should structure its reasoning (purpose, missing data, priorities, counter-evidence, outputs). The instructions do not tell the agent to read system files, access environment variables, call external endpoints, or collect unrelated data.
Install Mechanism
No install spec and no code files — instruction-only. That minimizes disk writes and executable installs and is proportionate for a guidance-style skill.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is nothing requesting secrets or unrelated service access.
Persistence & Privilege
always is false and the skill does not request persistent presence or modifications to other skills or system settings. Autonomous invocation is allowed by default but is not combined with elevated privileges here.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install analyze
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /analyze 触发
  4. 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
元数据
Slug analyze
版本 1.0.0
许可证
累计安装 6
当前安装数 6
历史版本数 1
常见问题

Analyze 是什么?

Structured analysis for any input. Data, code, text, decisions, visuals. Prioritize, question, conclude. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1872 次。

如何安装 Analyze?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install analyze」即可一键安装,无需额外配置。

Analyze 是免费的吗?

是的,Analyze 完全免费(开源免费),可自由下载、安装和使用。

Analyze 支持哪些平台?

Analyze 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 Analyze?

由 Iván(@ivangdavila)开发并维护,当前版本 v1.0.0。

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