skills.rest
sky770825
sky770825COMMUNITY
Explore all skills by this author →
GitHub

proactive-agent

Configure AI agents with two-tier memory and security audits.

Updated Feb 25, 2026
Search Tags:#ai agent#agent onboarding#memory retention#prompt injection defense#reverse prompting#proactive agent#self-healing agent
One-click install
npx skills add https://github.com/sky770825/NEUXA- --skill proactive-agent-sky770825
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: proactive-agent
Source: https://github.com/sky770825/NEUXA-/tree/main/quarantine/proactive-solvr/reference
Command: npx skills add https://github.com/sky770825/NEUXA- --skill proactive-agent-sky770825

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Most AI agents are passive, waiting for explicit commands and losing critical context between sessions, leading to repetitive work, missed opportunities, and vulnerability to prompt injection attacks. This Skill eliminates those gaps by transforming agents into proactive, self-improving partners that retain knowledge, anticipate needs, and stay aligned with your goals.

Core Features & Use Cases

  • Proactive Need Anticipation: Agents surface unasked ideas, monitor for time-sensitive opportunities, and deliver value without explicit direction, ideal for personal productivity, small business operations, and project management.
  • Long-Term Memory Retention: A two-tier memory system with pre-compaction context flushing ensures agents remember past decisions, preferences, and context across sessions, eliminating the need to re-explain background every time.
  • Security & Self-Healing: Built-in prompt injection defenses, periodic security audits, and self-diagnosis/fix patterns keep agents safe and operational without manual intervention.
  • Resumable Onboarding: Automated, interruptible onboarding flows let agents learn your preferences, goals, and context over time without tedious manual setup.

Quick Start

Use the proactive-agent skill to configure your AI agent's core identity, run the initial security audit, and start receiving proactive, context-aware assistance tailored to your goals.

Frequently Asked Questions about proactive-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make my AI agent proactive instead of just waiting for commands?▼

To make AI agents proactive, configure them with reverse prompting workflows and resumable onboarding systems that teach them to anticipate needs. This enables the agent to surface unasked ideas and deliver value without explicit direction.

How can I protect my AI agent from prompt injection attacks?▼

Protecting AI agents from prompt injection requires built-in security defenses and periodic security audit scripts. These features actively monitor and block injection attempts while maintaining operational safety across sessions.

What is the best way to maintain AI agent context across multiple sessions?▼

Maintaining AI agent context across sessions requires a two-tier memory architecture with threshold-based context flushing. This system retains past decisions and preferences, ensuring continuity without manual re-entry of background information.

Can AI agents self-diagnose and fix their own errors automatically?▼

AI agents can self-diagnose and fix errors using built-in self-healing capabilities and patterns. This allows them to automatically identify operational issues and apply corrective fixes without requiring manual intervention.

Do I need to manually set up preferences for a proactive AI agent?▼

You do not need to manually set up preferences for a proactive AI agent. Automated, interruptible resumable onboarding flows let agents learn your goals, preferences, and context incrementally over time without tedious setup.

Related Skills

Explore More Personal & Entrepreneur Skills→
levanminhduclevanminhduc

shopify

Guide developers in building Shopify apps, extensions, themes, and API integrations.

Community
Advanced
RifteoRifteo
30

engagement-handoff

Generate a handoff document detailing security engagement findings, coverage, and next steps.

Official
Advanced
sandmark78sandmark78

proactive-agent

Configure AI agents with memory, proactive prompting, and heartbeat self-improvement cycles.

Community
Advanced
zhengxuyuzhengxuyu

proactive-agent

Enable AI agents to anticipate needs and recover context using WAL and Working Buffer.

Community
Advanced