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Install in OpenClaw
/install muguozi1-openclaw-proactivity
Description
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
Usage Guidance
This skill is coherent with its description: it keeps local proactive state under ~/proactivity/ and only integrates with workspace files when you explicitly approve. Before installing, review SKILL.md and setup.md and decide whether you want the agent to be able to create and write files in your home directory. When the skill prompts to modify AGENTS/TOOLS/SOUL/HEARTBEAT, confirm the exact diff before allowing the write. The included Python files are example/test scripts and not automatically executed; if you have strict policies, inspect or sandbox any code before running. If you want to limit risk, keep the skill user-invocable (do not enable always:true) and only allow workspace integration on a per-change basis.
Capability Analysis
Type: OpenClaw Skill
Name: muguozi1-openclaw-proactivity
Version: 1.0.0
The 'Proactivity' skill bundle is a framework designed to enhance an AI agent's autonomy by maintaining local state in `~/proactivity/` and providing behavioral guidelines. It uses markdown files (e.g., `SKILL.md`, `setup.md`, `boundaries.md`) to instruct the agent on 'reverse prompting', 'self-healing', and state recovery. While it proposes modifications to core workspace configuration files (SOUL, AGENTS, TOOLS), it explicitly instructs the agent to display the proposed changes and obtain user approval first. The included Python scripts are harmless placeholders, and the overall architecture includes sensible security practices such as restrictive file permissions (chmod 600/700) and clear operational boundaries.
Capability Assessment
Purpose & Capability
Name/description match the requested artifacts: the skill only uses local files under ~/proactivity/ and optionally reads workspace AGENTS/TOOLS/SOUL/HEARTBEAT files for integration. There are no unrelated env vars, binaries, or cloud credentials requested.
Instruction Scope
Runtime instructions direct reading and writing of local files in ~/proactivity/ (creation, chmod, templates). They may read workspace files (AGENTS/TOOLS/SOUL/HEARTBEAT) but the SKILL.md and setup.md state this only happens when the user explicitly opts into workspace integration; users should confirm each proposed edit before it is applied. This scope is appropriate for the stated purpose but requires user attention at approval points.
Install Mechanism
Instruction-only skill with no install spec and no external downloads. Two included Python example/test scripts are inert examples and not tied to an install step. Low installation risk.
Credentials
No environment variables, credentials, or config paths outside the declared ~/proactivity/ are required. The optional reading of workspace files is justified by the stated workspace-integration feature and is gated by user approval.
Persistence & Privilege
always is false and the skill stores only local state under ~/proactivity/. It requests typical local persistence (creating files/directories and setting permissions). It does not request elevated or cross-skill privileges and promises not to edit outside ~/proactivity/ without explicit session approval.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install muguozi1-openclaw-proactivity - After installation, invoke the skill by name or use
/muguozi1-openclaw-proactivity - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Proactivity 1.0.1 is a significant update to strengthen the agent’s proactive behaviors.
- Adds reverse prompting to surface relevant next steps and ideas before the user asks.
- Improves self-healing and graceful adaptation when workflows break.
- Recovers context faster with a working-buffer for long tasks and interruptions.
- Enhances clarity in SOUL and AGENTS setup and workspace integration boundaries.
- Emphasizes local proactive state management, user approval for external actions, and security.
Metadata
Frequently Asked Questions
What is Muguozi1 Openclaw Proactivity?
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time. It is an AI Agent Skill for Claude Code / OpenClaw, with 301 downloads so far.
How do I install Muguozi1 Openclaw Proactivity?
Run "/install muguozi1-openclaw-proactivity" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Muguozi1 Openclaw Proactivity free?
Yes, Muguozi1 Openclaw Proactivity is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Muguozi1 Openclaw Proactivity support?
Muguozi1 Openclaw Proactivity is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin, win32).
Who created Muguozi1 Openclaw Proactivity?
It is built and maintained by muguozi1 (@muguozi1); the current version is v1.0.0.
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