A0 Playwright CLI: Observe, Act, Verify
Follow A0 Playwright CLI from a structured page snapshot to a browser action and its outcome, including model selection, validation, and setup limits.
Plugins Articles
Browse Plugins articles and practical insights from Agent Zero.
Agent Harness: Plan, Delegate, Verify
Inside Agent Harness: why Pro keeps serious work in one agent, when Ultra workers help, and how exact-action approvals and verification shape the result.
AutoDream: Maintain the Memory
A close look at AutoDream’s reflective memory pipeline: complete-file inputs, validated changes, source lineage, archives, and the limits of recovery.
Commands: Build a Reusable Workflow
Turn repeated prompts into inspectable commands. Follow argument parsing, scope precedence, Python hooks, and the migration from Commands to built-in _commands.
Context Engine: Trace Answers to Code
Trace a code question through Context Engine’s chunking, vector search, heuristic symbol graph, and utility-model answer generation with source references.
Ladybug Memory: Inspect the Recall Path
Look beneath Ladybug Memory’s graph view to its actual recall path: recent candidates, query-word overlap, substring bonuses, and independent storage.
Observability: Trace the Work
Use execution traces to diagnose model, tool and agent work. Understand trace payloads, sampling, Prompt Lab judgments, and what a chat fork preserves.
Obsidian: The Agent’s Open Notebook
Inspect how the Obsidian plugin connects a persistent Markdown vault to Agent Zero’s CLI and Canvas, including the current CDP bridge and cleanup boundary.
OpenUI: An Answer You Can Work With
How OpenUI turns Agent Zero answers into useful interfaces: one-call streaming, inspectable charts, persistent form state, and a separate path for reviewed email.
Skill Synthesizer: From Fix to Procedure
Follow Skill Synthesizer from a completed conversation to a discoverable SKILL.md, and separate confidence, artifact validation and useful transfer.
Durable Execution for Agent Zero: Crash, Restart, Continue
A deep look at Alessandro Frau's experimental Durable Execution plugin: how it journals every model and tool call, recovers interrupted chats after a crash, and refuses to repeat actions it cannot prove are safe.
HOW THE HELL DO I... Use the Remote File Browser?
Connect host folders, a NAS, SFTP, WebDAV, FTPS and S3 to Agent Zero Files. A practical guide to setup, permissions, remote editing and save conflicts.