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在 OpenClaw 中安装
/install timeflow-systematic-debugging
功能描述
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
安全使用建议
This skill is plausible and useful for disciplined debugging, but its instructions explicitly read and print environment variables and keychain state — actions that can expose secrets. Before using: (1) only run these diagnostics in a safe environment (not production) or sanitize the examples so they don't echo real secrets, (2) review and remove any commands that print sensitive variables, (3) confirm platform assumptions (codesign/security are macOS-specific), (4) verify the referenced local files/skills exist and are trusted, and (5) if you need to grant access to credentials, prefer doing so explicitly and temporarily rather than letting the skill probe the environment blindly.
功能分析
Type: OpenClaw Skill
Name: timeflow-systematic-debugging
Version: 1.0.0
The skill bundle provides a structured methodology for systematic debugging, emphasizing root cause analysis before implementation. The instructions and shell command examples in SKILL.md are standard diagnostic procedures for technical troubleshooting and do not contain any evidence of malicious intent, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
The name/description (systematic debugging) aligns with the instructions: phased root-cause investigation, pattern analysis, hypothesis testing, and safe implementation. The examples and commands are coherent for debugging tasks. Note: some example commands are macOS-specific (security, codesign) but the skill has no OS restriction.
Instruction Scope
SKILL.md explicitly instructs the agent to enumerate and print environment variables, run env | grep, inspect keychain state (security list-keychains, security find-identity), and run codesign. These steps read potentially sensitive data and could cause secrets to be output or logged. The instructions also reference other local files (root-cause-tracing.md) and another skill (superpowers:test-driven-development). While these actions are plausibly part of debugging, they expand scope into reading secrets/system state that were not declared or limited.
Install Mechanism
Instruction-only skill with no install spec and no code files. Lowest install risk — nothing will be written to disk by an installer.
Credentials
The skill requests no environment variables or credentials in metadata, yet the runtime instructions access and print environment variables (IDENTITY, APP, etc.) and query the OS keychain. That mismatch means sensitive data could be accessed/exposed without explicit consent or declared need.
Persistence & Privilege
always:false and no install actions; the skill is user-invocable and can be called autonomously (normal default). It does not request persistent presence or modify other skills' configs.
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 timeflow-systematic-debugging - 安装完成后，直接呼叫该 Skill 的名称或使用
/timeflow-systematic-debugging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 systematic-debugging skill.
- Introduces a structured, four-phase approach to debugging (Root Cause Investigation, Pattern Analysis, Hypothesis and Testing, Implementation).
- Emphasizes identifying the true root cause before making any fixes.
- Provides specific steps and red flags to avoid guesswork and symptom-based fixes.
- Includes guidance for multi-component systems and architectural problem detection.
- Lists common rationalizations for skipping process and clear signals to return to systematic investigation.
元数据
常见问题
Systematic Debugging 是什么？
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 133 次。
如何安装 Systematic Debugging？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install timeflow-systematic-debugging」即可一键安装，无需额外配置。
Systematic Debugging 是免费的吗？
是的，Systematic Debugging 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Systematic Debugging 支持哪些平台？
Systematic Debugging 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 Systematic Debugging？
由 soponcd（@soponcd）开发并维护，当前版本 v1.0.0。
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