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Shiyi Proactive Agent
by
552134926-alt
· GitHub ↗
· v1.0.0
· MIT-0
135
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Install in OpenClaw
/install shiyi-proactive-agent
Description
A proactive agent that anticipates needs and takes initiative. Monitors environment, suggests actions, and proposes tasks based on context. Perfect for agent...
Usage Guidance
This skill is coherent with its stated purpose but it reads and writes local agent files. Before installing:
- Review the 'memory' and 'planning' files it will read (MEMORY.md, memory/learning/interactions.json, planning/xiaohongshu-strategy.md) for any sensitive content you don't want the skill to access.
- Note it will create/append logs and tasks under memory/logs and memory/proactive_tasks.json; ensure you are comfortable with that persistence and file locations.
- If you do not want continuous monitoring, avoid running the daemon mode or adding it to heartbeat; run ad-hoc (e.g., python scripts/action_suggester.py --next).
- The skill mentions actions like 'publish' and 'trade' in config; these are marked as 'confirm_required' in the YAML, and the code does not perform trades or external API calls by itself — still configure the skill to require confirmation before any automated external actions and review/limit 'auto_execute' settings.
- Consider running the skill in a sandboxed environment or with limited filesystem permissions if you have sensitive data in your agent workspace.
Capability Assessment
Purpose & Capability
Name/description (proactive monitoring, action suggestion, task initiation) aligns with the included Python scripts. The code implements context analysis, suggestion generation, task creation, and a daemon monitor — all coherent with the stated purpose. Minor mismatch: registry metadata lists no required config paths, yet the code expects and uses a specific local layout (base_path/memory, base_path/content, base_path/.. /planning). This is reasonable for an agent integration but is not explicitly declared in the metadata.
Instruction Scope
SKILL.md instructs running the included Python scripts; those scripts read local files (memory/MEMORY.md, memory/learning/interactions.json, memory/logs, content/xiaohongshu_post*.md, planning/xiaohongshu-strategy.md) and write logs/tasks (memory/logs/proactive_monitor.log, memory/proactive_tasks.json). There are no external network calls or hidden endpoints, but the scripts will access potentially sensitive local agent files and persist data to disk. The README also encourages adding calls into a session heartbeat or daemon, increasing exposure if enabled.
Install Mechanism
No install spec is provided (instruction-only install), so nothing is downloaded or installed by the registry. The skill requires only python3 on PATH. This is the lowest-risk install mechanism.
Credentials
The skill requests no environment variables or external credentials. That is proportionate to its local-file analysis/design. Note: its behavior depends on local filesystem layout and will access/modify files under the agent/project directory (memory, content, planning), but it does not request tokens or secrets.
Persistence & Privilege
The skill is not flagged always:true and uses default autonomous invocation settings (normal). It can run as a background daemon and the SKILL.md suggests integration into heartbeat checks, which means it can be scheduled to run regularly. It writes its own logs and task file under memory/, but it does not attempt to modify other skills or global agent configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shiyi-proactive-agent - After installation, invoke the skill by name or use
/shiyi-proactive-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Proactive agent initial release with key proactive automation features:
- Context analyzer to monitor time, market, and task status
- Action suggester to generate context-aware suggestions
- Task initiator to propose and document prioritized tasks
- Proactive monitor for continuous background operation
- Configurable proactivity, monitoring, and priority weights
- Designed for trading, content creation, task management, and learning use cases
Metadata
Frequently Asked Questions
What is Shiyi Proactive Agent?
A proactive agent that anticipates needs and takes initiative. Monitors environment, suggests actions, and proposes tasks based on context. Perfect for agent... It is an AI Agent Skill for Claude Code / OpenClaw, with 135 downloads so far.
How do I install Shiyi Proactive Agent?
Run "/install shiyi-proactive-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shiyi Proactive Agent free?
Yes, Shiyi Proactive Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shiyi Proactive Agent support?
Shiyi Proactive Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shiyi Proactive Agent?
It is built and maintained by 552134926-alt (@552134926-alt); the current version is v1.0.0.
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