Workflow
1. Acknowledge the user's brief via the discovery question form atom. 2. Use TodoWrite to plan the brief. 3. Emit the brief as a deck artifact.
nexu-io/open-design
Phase 1 sample plugin synthesizing a SKILL.md frontmatter for backwards-compat tests.
npx skills add https://github.com/nexu-io/open-design --skill "apps/daemon/tests/fixtures/plugin-fixtures/sample-plugin"Source checked Jul 28, 2026·Refresh due Oct 26, 2026
Limited to facts supported by the pinned source
This is the SKILL.md half of the Phase 1 e2e fixture. The companion open-design.json sidecar carries the canonical Open Design plugin manifest fields; this file proves the SKILL-only adapter path stays honest when an install lacks an explicit sidecar (just delete open-design.jso…
npx skills add https://github.com/nexu-io/open-design --skill "apps/daemon/tests/fixtures/plugin-fixtures/sample-plugin"The pinned source contains about 80 English words and 1 usable sections. That evidence supports a source profile, not a complete guide.
80 source words · 1 usable sections
What the source actually contains
Sections are extracted automatically from the pinned SKILL.md and link back to the source.
1. Acknowledge the user's brief via the discovery question form atom. 2. Use TodoWrite to plan the brief. 3. Emit the brief as a deck artifact.
Choose a different workflow
Use when the user says "review the design", "check the UI", or wants a comprehensive UI/UX review. Uses a 7-phase methodology covering interaction, responsiveness, accessibility, and more.
A separate implementation from event4u-app/agent-config; compare its source, maintenance signals, and permission requirements.
Open source detailDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
A separate implementation from K-Dense-AI/scientific-agent-skills; compare its source, maintenance signals, and permission requirements.
Open source detailMedicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.
A separate implementation from K-Dense-AI/scientific-agent-skills; compare its source, maintenance signals, and permission requirements.
Open source detailFAQ
The source record exposes this install command: npx skills add https://github.com/nexu-io/open-design --skill "apps/daemon/tests/fixtures/plugin-fixtures/sample-plugin". Inspect the command and pinned source before running it.
Quality breakdown
Based on traceable docs and repository signals; stars are not treated as quality.
Compare before choosing
These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.
Use when the user says "review the design", "check the UI", or wants a comprehensive UI/UX review. Uses a 7-phase methodology covering interaction, responsiveness, accessibility, and more.
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL), complexity metrics, and the medchem query language for library filtering.
Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Trigger when code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.
Use when the user wants to generate an image or video via Higgsfield AI. Covers 30+ models: Soul V2, Seedance 2.0, Kling 3.0, Veo 3.1, GPT Image 2, Nano Banana 2. Also covers Marketing Studio — branded ad video/image with avatars and products. Use whenever: "generate an image", "make a video", "animate this photo", "image-to-video", "img2vid", "edit this image with AI", "produce a clip", "create an ad", "make a UGC video", "marketing video", "brand video", "TV spot", "import product from URL", "
This is the SKILL.md half of the Phase 1 e2e fixture. The companion
open-design.json sidecar carries the canonical Open Design plugin
manifest fields; this file proves the SKILL-only adapter path stays
honest when an install lacks an explicit sidecar (just delete
open-design.json to test the legacy compat tier).