bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install blackmcvn/proactive-agent-3-1-0Inspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
By Hal Labs — Part of the Hal Stack
A proactive, self-improving architecture for your AI agent.
Most agents just wait. This one anticipates your needs — and gets better at it over time.
systemEvent vs isolated agentTurn
Proactive — creates value without being asked
✅ Anticipates your needs — Asks "what would help my human?" instead of waiting
✅ Reverse prompting — Surfaces ideas you didn't know to ask for
✅ Proactive check-ins — Monitors what matters and reaches out when needed
Persistent — survives context loss
✅ WAL Protocol — Writes critical details BEFORE responding
✅ Working Buffer — Captures every exchange in the danger zone
✅ Compaction Recovery — Knows exactly how to recover after context loss
Self-improving — gets better at serving you
✅ Self-healing — Fixes its own issues so it can focus on yours
✅ Relentless resourcefulness — Tries 10 approaches before giving up
✅ Safe evolution — Guardrails prevent drift and complexity creep
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Proactive Agent 🦞 **By Hal Labs** — Part of the Hal Stack **A proactive, self-improving architecture for your AI agent.** Most agents just wait. This one anticipates your needs — and gets better at it over time. ## What's New in v3.1.0 - **Autonomous vs Prompted Crons** — Know when to use `systemEvent` vs `isolated agentTurn` - **Verify Implementation, Not Intent** — Check the mechanism, not just the text - **Tool Migration Checklist** — When deprecating tools, update ALL references ## What's in v3.0.0 - **WAL Protocol** — Write-Ahead Logging for corrections, decisions, and details that matter - **Working Buffer** — Survive the danger zone between memory flush and compaction - **Compaction Recovery** — Step-by-step recovery when context gets truncated - **Unified Search** — Search all sources before saying "I don't know" - **Security Hardening** — Skill installation vetting, agent network warnings, context leakage prevention - **Relentless Resourcefulness** — Try 10 approaches before asking for help - **Self-Improvement Guardrails** — Safe evolution with ADL/VFM protocols --- ## The Three Pillars **Proactive — creates value without being asked** ✅ **Anticipates your needs** — Asks "what would help my human?" instead of waiting ✅ **Reverse prompting** — Surfaces ideas you didn't know to ask for ✅ **Proactive check-ins** — Monitors what matters and reaches out when needed **Persistent — survives context loss** ✅ **WAL Protocol** — Writes critical details BEFORE responding ✅ **Working Buffer** — Captures every exchange in the danger zone ✅ **Compaction Recovery** — Knows exactly how to recover after context loss **Self-improving — gets better at serving you** ✅ **Self-healing** — Fixes its own issues so it can focus on yours ✅ **Relentless resourcefulness** — Tries 10 approaches before giving up ✅ **Safe evolution** — Guardrails prevent drift and complexity creep --- ## Contents 1. [Quick Start](#quick-start) 2. [Core Philosophy](#co...
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.