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Detect user's intent from their message and activate the right workflow silently.

Step 3 of debugging: apply minimal fix. One-liner ideal. Verify nothing else broke.

Help user work from multiple devices. Sync project via git.

Run and test directly on the server. No local dev environment needed. What you build is what goes live.

Persistent memory across sessions. Save project state and user preferences. Never save secrets.

You say it. AutoCode ships it. 46 skills. Code to deployment in one session. I-Lang v3.0 powered. Free forever.

At milestones, compare achievement vs human programmer time and cost. Keep it realistic.

This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inference costs with fine-tuning", mentions "model distillation", "teacher-student training", or wants to deploy a DSPy program as fine-tuned weights for production efficiency.

Automate self-hosting of open-source apps on cloud infrastructure the user owns. Use when the user asks to "self-host", "deploy to my own cloud", "install X on AWS / Lightsail / EC2 / Azure / Hetzner / DigitalOcean / GCP / Oracle Cloud / Hostinger / Raspberry Pi / Kubernetes / Fly.io / Render / Railway / Northflank / exe.dev", "set up my own Ghost blog / Mastodon / WordPress / Nextcloud", wants to

Deploys the current project to a live HTTPS URL via Cybrix. Activates on any request to make the current project public, get a URL for it, deploy it, ship it, host it, publish it, put it online, or make it live — including casual phrasings like "send this to the internet", "share this as a link", "give me a URL", "make this accessible online". Activates whether the user mentions Cybrix by name or

When something breaks in production: triage the severity, gather evidence, identify root cause, deploy a fix or mitigation, and write a post-mortem. Provides a calm, structured process for high-stress moments.

Analisa o comportamento de agentes Agentforce em produção usando rastreamentos de sessão e o Data Cloud. É acionado ao consultar dados de sessão STDM, registros de rastreamento do Data Cloud, investigar falhas ou problemas de desempenho de agentes, ou ao reproduzir e analisar problemas de produção.