probe-research

Plugin probe-research from marketplace research-os-agent in prbe-ai/research-os-agent. Commands read from the repo's manifest — today.

Skills (17)

• artifact-design

  Design a self-contained HTML page as the design lead at a small studio would - palette, type, layout and copy pitched to the subject, never templated. Load before writing any page.

• artifact-diagramming

  Draw inline SVG diagrams that show a mechanism (what flows where, what differs between options) as the engineer who has to live with the decision. Load before drawing any diagram.

• audit-team-note

  Periodic team note audit - should be used in conjunction with edit-notes skill

• edit-notes

  How to write notes on a project, experiment or run, and the team note.

• instrument-code

  Wires the Probe SDK (`probe.init`, `probe.log`) into a script that trains, evaluates, sweeps or serves, so that it records run-level metrics, and an RL trainer (Miles, ART, SkyRL, verl, TRL) or a Harbor job, so that it records every rollout as a sample. Use when writing or changing any such script,

• notes-audit

  Renamed to `audit-team-note` - load that skill. This stub ships for one release so a CLI whose audit dispatch still says `notes-audit` resolves to something.

• overview-charts

  Which charts a page draws and how to frame each on the point it makes. Load when an entity has metrics.

• overview-contract

  The page's HTML, CSS and script rules; push refuses a page that breaks one. Load before editing a page.

• overview-page

  How a page is built - its frame, headings, length, parts and a person's blocks. Load before editing a page.

• overview-visuals

  Pick an experiment's tables and charts, or a project's tables; you name fields and runs, the server reads the numbers. Read before `probe visuals set`.

• plan-research-review

  The research plan review - maps a research plan to the code that already exists and asks the researcher about every gap; run it only when the researcher asks for it or your Probe instructions say to.

• probe

  The skill for setting the Probe plugin state - `on` (r/w), `read`, `off` (no r/w).

• track-work

  Record ML work in Probe - track ALL related work (training runs, evaluation sweeps, evals, prompt engineering, datasets, lit reviews, architecture design work, etc) - not product code that only calls a model, its CI or deploys, or work on Probe's own code - this skill tells HOW to track this data pr

• visualize-progress

  Renders progress of the current project/work tracked in Probe - meant to be used to help the user visualize what is going on.

• write-pane

  Write a pane - a live visual on a project or experiment page. Use it unasked whenever a run, experiment or project has important data the built-in charts and tables can't show; never for what they can. When you report such results, put them in a pane too, without asking, since the researcher wants t

• write-preview

  Write a project's preview - the pane in its box on the canvas that makes plain what the project is about. Use it unasked right after a project is created, and again only when what the project is about changes or something explains it better.

• write-summary

  Keep each project's and experiment's page - what people read to catch up.

Slash commands (1)

• /probe-research:probe-research-setup

  Set up Probe on this computer from this chat - sign in, connect the coding agents, and bring in work the team already has (past chats, project folders, W&B runs). Agent-run, idempotent; the person only answers questions and approves in the browser.

MCP servers (1)

• probe-research

  connects to: https://mcp.research.prbe.ai/mcp

Hooks (7)

• UserPromptSubmit

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• SessionStart

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• PreCompact

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• PreToolUse

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• PostToolUse

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• SessionEnd

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

• Stop

  /bin/bash -c 'ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"; ROOT="${ROOT%/}"; if [ ! -x "$ROOT/hooks/dispatch.sh" ] && [ -n "${PLUGIN_ROOT:-}" ]; then ROOT="$(ls -dt "${ROOT%/*}"/[0-9]*.[0-9]*/.code

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