Automation

Agent Browser is a browser automation CLI for opening URLs, clicking buttons, filling forms, taking screenshots, logging in, and testing web apps. Use it for direct website interaction, not for web search.

Web Search uses MiniMax's web_search tool to find current information, news, and facts. Use it when you need up-to-date answers, live data, or sources for information that may have changed.

A repo-local workflow for non-trivial coding tasks that initializes artifacts, installs subagents, and runs a spec freeze → build → evidence → verify → fix loop with fresh-session verification.

Ap Arbiter renders a binding decision when Autoprompt forks cannot be resolved by the loop. It is used in unattended runs to choose a conservative path, log the ruling, and continue without escalating to the user.

AP Intake reconstructs old intake artifacts when a run is explicitly resuming legacy state. New runs use the roadmap author instead, so this is only for compatibility reads and translating valid legacy facts.

Ap Janitor verifies the required governance state, writes the DONE sentinel atomically, and removes only approved scratch artifacts after validation. Use it at the end of an Autoprompt run when cleanup must preserve governance files and project evidence.

Autoprompt Preflight Probe verifies RUN, READ, and WRITE on an explicit cache miss and reports live model and effort bindings. Use it to diagnose recovery capability before continuing an Autoprompt run.

Execution Harness Resolver materializes a per-task execution harness by detecting the repo's build system and ingesting or deriving fail-to-pass and pass-to-pass cases. It is used when an agent needs a validated test harness for a task or needs to block on an unresolvable environment.

Feature Coordinator drives approved roadmap lanes through build, review, and verification gates for an Autoprompt run. Use it to coordinate worker dispatch, dependency order, and frontier status without doing the implementation work itself.

Re-Anchor confirms mission and roadmap alignment after resume or compaction using the three-file governance state. It checks pointers, gate logs, and frontier evidence before reporting ALIGNED or DRIFT.

Codeman drives the session manager’s HTTP API to list sessions, start workers, send prompts, wait for output, read results, and clean up. Use it to orchestrate parallel work or watch other Codeman sessions from inside a managed session.

Issue Triage categorizes open issues as bugs, feature requests, questions, duplicates, or unclear reports, then assigns priority labels. Use it during backlog reviews and regular issue maintenance.