kj-self-improving-proactiveA unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...
Install via ClawdBot CLI:
clawdbot install tfops22/kj-self-improving-proactiveGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://github.com/Yueyanc/self-improving-proactive-agentAudited Apr 17, 2026 · audit v1.0
Generated May 9, 2026
An AI agent that learns user preferences over time, proactively suggests next actions, recovers context after interruptions, and maintains ongoing projects. Ideal for managing daily tasks, emails, and multi-step workflows with minimal user input.
Assists developers by learning coding preferences, remembering project-specific conventions, and proactively suggesting fixes or improvements. Helps maintain context across long debugging sessions or feature implementations.
Handles customer inquiries by learning from corrections, maintaining session state for complex issues, and proactively suggesting solutions based on past patterns. Reduces response time and improves accuracy over repeat interactions.
Helps researchers gather and organize information, learns preferred sources and citation styles, and proactively flags relevant new papers or data. Maintains context across long-term projects and adapts to feedback.
Supports sales teams by learning customer preferences, tracking deal stages proactively, and suggesting next steps based on historical wins. Recovers context after breaks and maintains momentum in long sales cycles.
Offer a monthly or annual subscription for a personalized AI agent that learns user preferences and proactively assists with tasks. Revenue comes from recurring subscriptions, with tiers based on memory capacity and advanced features.
License the skill to enterprises for integration into their internal tools (e.g., CRM, project management). Revenue from per-seat licensing or flat annual fee, plus optional consulting for customization.
Provide a free basic version with limited memory and proactive features, and charge for premium upgrades like unlimited memory, advanced analytics, and priority support. Revenue from upgrade conversions and in-app purchases.
💬 Integration Tip
Start by configuring the memory and session-state files for your domain, then gradually introduce correction learning and proactive behaviors by testing with sample tasks.
Scored May 9, 2026
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