poolsideai

Create structured plans for multi-step tasks -- software features, research workflows, events, study plans, or any goal that benefits from breakdown. Also deepens existing plans with interactive sub-agent review. Use when the user says 'plan this', 'create a plan', 'how should we build', 'break this down', or when a brainstorm doc is ready for planning. Use 'deepen the plan' or 'deepening pass' for the deepening flow. For exploratory requests, prefer ce-brainstorm first.

Select the right Bead to work on using Beads robot-mode CLI evidence. Use when asked what Bead to pick next, which local issue is highest leverage, which blocker to clear, or how to choose work from a Beads graph. Produces a validator-checked .laguna/bead-selection.json artifact grounded in bv/br robot output, never the interactive bv TUI.

Inventory the top level of a workspace and write .laguna/workspace-inventory.json. Use when an agent or user needs a quick orientation snapshot: what top-level entries exist, which are files vs directories, and how many files each directory contains. Triggers on requests like "what's at the top of this workspace", "give me a lay of the land", "list the top-level structure", "how many files are in each directory", or any task whose first step is understanding what is present without doing deep analysis. Every claim (entry names, kinds, file counts, total) is mechanically checkable against the real filesystem tree.

Inspect and register subscriptions and api keys. Run `bunx smithers-orchestrator agents --help` for usage details.

List and manage durable alert instances. Run `bunx smithers-orchestrator alerts --help` for usage details.

Approve a paused approval gate. Auto-detects the pending node if only one exists. Run `bunx smithers-orchestrator approve --help` for usage details.

Raise a blocking human-approval request from inside a run and wait for the decision. Use when blocked, uncertain, or about to do something irreversible — never guess. Run `bunx smithers-orchestrator ask-human --help` for usage details.

Ask a question about Smithers using your installed agent and the Smithers MCP server. Run `bunx smithers-orchestrator ask --help` for usage details.

Always use browser-harness for any web interaction: automation, scraping, testing, or site/app work.

Direct browser control via CDP. Use when the user wants to automate, scrape, test, or interact with web pages. Connects to the running browser in the environment.

Build and configure Bridge pipelines using the Bridge SDK. Use when the task involves creating pipeline steps, defining step dependencies (DAGs), integrating agents into pipelines, configuring credential bindings, defining evals for quality measurement, setting up pyproject.toml for Bridge, or working with the Bridge CLI (bridge check, bridge config get-dsl, bridge run, bridge eval run). Also use when connecting pipelines to the Poolside web interface via repository indexing and build execution.