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@jay-m-dev jay-m-dev released this 26 Aug 20:19
· 51 commits to main since this release
v0.3.0
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Learn about vigilant mode.

What's Changed

Protocol canvas

  • New connectors on Agent nodes: Skill, Dataset, Knowledge (OKF), and Script, alongside a Resource connector (Dataset moved onto it). The AI connector's handle id is now ai (was llm).
  • MCP tool nodes: standalone scikit-learn MCP server, a server browser for picking tools, an MCP Client Tool node for user-connected servers, per-server descriptions shown on the node, and a fix for same-named tools colliding across servers.
  • Skills: skill browser, register-a-skill from a GitHub repo or as a whole folder (not just SKILL.md), and dangling skill ids are now visible.
  • Knowledge / OKF: Knowledge connector backed by user-chosen OKF bundles, single-concept uploads, upload a bundle folder instead of browsing server disk, and bundles render their knowledge instead of raw JSON.
  • Layout: a "Tidy up" button re-lays out the canvas, connector nodes drop under the connector that asked for them and lay out side by side.
  • Color: every node kind now has its own explicit accent color.
  • Autosave no longer echoes a stale graph over newer edits, and pending saves flush on unmount.

Experiments

  • An experiment can run against several datasets (stored many-to-many with wiring order preserved); how a split was made is now shown.
  • Dataset and an MCP node's tool allow-list are usable as experimental factors; factors are pruned when the node carrying their binding is deleted.
  • Protocol names stay in sync when an experiment is renamed.
  • Dataset workspaces are created automatically rather than opened by an agent.

Agents & tools

  • Wired Datasets and Scripts are passed by binding/path instead of being narrated or pasted into the prompt; agents can work from a dataset that was never split.
  • sklearn toolset: declarative logistic-regression tools replace XGBoost, linear regression folded in, random forest added, and run_logistic_regression_script renamed to run_script.
  • ReAct agents now warn when they have no callable tools.
  • LLM providers: OpenRouter and Local added; model discovery and connection checks; Reason+Act/LLM numeric fields are editable and require key config.

Infrastructure & housekeeping

  • All migrations are now safe to re-run over an existing schema.
  • Motoro bumped to v0.5.1; system MCP servers relabeled (asaree-workspace hidden from pickers, motoro-okf shown as "OKF MCP").
  • Running build version shown in the top-right corner.
  • Setup is now just a clone of this repo; License added; README links updated.

Full Changelog: v0.2.0...v0.3.0

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