warmshao/vsurf

dynamic-resources

Example skill loaded from resources_discover

agent-message

Message an agent's parent, siblings, or direct children through the daemon. Use the family roster to discover reachable agents and send direct text without spoofing sender identity.

agent-observe

Read-only observation of an agent's parent, siblings, and direct children. Use to inspect family status and bounded recent-message previews without mutating sessions.

attach-image

Load an on-disk image (PNG, JPEG, GIF, WebP) into the model's context as a viewable attachment so the model can directly SEE it — for screenshots, diagrams, charts, photos, or scanned pages. Use this when you need to perceive an image's visual contents.…

browser

Control a shared real browser (the user's own Chrome/Edge or a managed Chromium) from the kernel. Each agent only sees its own tabs. Use for browsing, automation, scraping, form filling, and page QA. Screenshot-first for vision models; dom()+click_index for…

compact

Check context usage and compact the conversation from IPython. Use when context is filling up and substantial work remains, so the session is summarized and you keep working instead of stopping early.

edit

Replace an exact, unique string in an existing file. Use for targeted single-occurrence edits to files from the IPython kernel instead of rewriting the whole file.

goal

Manage the persistent thread goal from IPython. Use to read goal status and budget usage, to start a goal when the user explicitly asks for one, or to mark the active goal complete once its objective is fully achieved.

linear

Read and write Linear issues, projects, cycles, comments, and more via Linear's official MCP server. Tools are auto-discovered from the server at runtime.

notion

Search Notion and read/create/update pages and databases via Notion's official hosted MCP server. Tools are auto-discovered from the server at runtime.

refine

Trigger continual harness refinement from IPython. Use when you notice a repeated failure, reusable tactic, delegation role, or behavior policy that should be persisted as a harness entry. Returns immediately; refinement runs when the current turn ends.

rlm-heartbeat

Manage agent-owned RLM heartbeats from IPython. Use when the user asks the agent to start, create, schedule, or manage a heartbeat, unless they explicitly request the user's /heartbeat.

skill-creator

Create, validate, and install VSurf skills - both markdown skills and Python-backed skills callable from the IPython kernel. Use when the user asks to create a skill, turn a workflow, script, or prompt into a reusable skill, add a Python skill the agent can…

vsurf-intellect

Work with Prime Intellect products via the prime CLI and Python SDKs - verifiers environments and the Environments Hub, evaluations (local and hosted), Hosted Training and vsurf-rl, code sandboxes, VSurf Inference, GPU compute (pods and clusters), storage,…

websearch

Search Google via the Serper API. Configure access via /login, then MCP Connections, then Serper (web search). Takes one query and returns titles, URLs, snippets, and knowledge-graph data.

python-skill

A Python-backed skill for testing.