Default reference pipeline for the new-generation taskKind — discovery → plan → generate → critique with a critique-theater devloop.
npx skills add https://github.com/nexu-io/open-design --skill od-new-generation
Spec §10.1 / §23.3.3: when a plugin omits od.pipeline, the daemon
falls back to this scenario plugin's pipeline. Replacing the
default for an enterprise / vertical edition is now a content edit
rather than a code change.
{
"stages": [
{ "id": "discovery", "atoms": ["discovery-question-form"] },
{ "id": "plan", "atoms": ["direction-picker", "todo-write"] },
{ "id": "generate", "atoms": ["file-write", "live-artifact"] },
{
"id": "critique", "atoms": ["critique-theater"],
"repeat": true,
"until": "critique.score>=4 || iterations>=3"
}
]
}
The discovery stage gives the agent a clean surface for clarifying
questions; the plan stage commits to a TodoWrite-backed plan; the
generate stage produces the artifact; the critique stage devloops
until the score converges or the iteration ceiling is hit.
A plugin can override or extend by declaring its own od.pipeline.
The default applies only when the plugin's pipeline is absent.
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take nexu-io/od-new-generation from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.