菜单
Analyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-consequence operations. Use proactively when any task description is provided to guide execution strategy.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/Whamp/bond --skill predictive-intelligence命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | predictive-intelligence |
| description | Analyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-consequence operations. Use proactively when any task description is provided to guide execution strategy. |
| allowed-tools | Read, Grep, Glob |
Apex2's prediction phase implemented as a Claude Code skill. This skill extracts critical task metadata before any execution begins.
When invoked (either explicitly or automatically by Claude), perform these sequential analyses:
Analyze the task description to determine:
Extract specific file/folder mentions from the task:
Identify potential high-consequence operations:
rm -rf or destructive commandsPredict what needs to be present:
Based on analysis, provide strategic recommendations:
Provide a concise prediction report with:
Task Analysis:
Category: [category]
Complexity: [level]
Duration: [estimate]
Risk: [profile]
Key Files:
- [file1]: [purpose]
- [file2]: [purpose]
Risks Identified:
- [risk1]: [mitigation]
- [risk2]: [mitigation]
Recommended Strategy:
1. [step1]
2. [step2]
3. [step3]
Environment Needs:
- [requirement1]
- [requirement2]
This skill is automatically useful when:
The goal is to prevent wasted effort and ensure safe, efficient execution by understanding the full scope before beginning.