Proactive Intelligence

主动智能：预测需求 + 自我改进 + 智能记忆 + 技能管理 + 技能进化。融合 proactivity 和 self-improving 的核心功能，并添加自动技能升级和编辑能力。

What to consider before installing: - This skill intentionally reads and writes files in your home directory (~ /proactive-intelligence) and the OpenClaw workspace (~/.openclaw/workspace). init.py will automatically update all top-level .md files in the workspace by doing string replacements — this can silently change many documents. - The skill includes a 'skill evolver' that can back up, edit, and auto-fix other skills' code. While it prompts before auto-fixing in interactive mode, an automated agent run could call it with auto-fix enabled and modify code without manual review. - The manager uses subprocess.run(shell=True) to call clawhub and may recommend or execute installs. Shell execution and arbitrary command construction increase risk if the agent is compromised or mis-invoked. Recommended precautions: - Inspect the code locally (you already have the files). Look especially at init.py (workspace-wide .md replacement), skill-evolver.fix_issues (what auto-fixes it performs), and any code paths that accept remote input or enable auto_fix. - Do not run initialization in your main environment. Instead, run in an isolated VM/container or on a throwaway user account to see exactly what files are created/changed. - Backup your ~/.openclaw/workspace/ and any important .md files before running init.py. - If you want the functionality but with safer defaults: require explicit confirmations for all write operations, disable autonomous invocation for this skill (if possible), or set policy so the agent cannot run the evolver without manual approval. - Trust source: the package has no homepage and an unknown source; that increases the need for caution. Why this is 'suspicious' not 'malicious': the code implements the advertised capability (editing/upgrading skills), so behavior is coherent, but some actions are intrusive and are performed automatically (workspace md sync) or can be automated (code edits and shell commands). Those properties create a meaningful risk that warrants manual review and sandboxing before use.

Type: OpenClaw Skill Name: proactive-intelligence Version: 2.3.1 The bundle includes high-privilege capabilities designed to manage and modify other skills, specifically in 'skill-evolver.py' and 'skill-manager.py', which can edit source code and execute shell commands via 'clawhub'. Additionally, 'init.py' performs a broad find-and-replace operation across all markdown files in the workspace to migrate paths. While these features align with the stated goal of 'Skill Evolution' and 'Self-Improvement,' the ability to programmatically alter peer code and perform bulk file modifications represents a significant attack surface and a risk for lateral movement within the agent's environment.