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Update README and utils to reflect the renaming of scientific skills repository
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‎README.md‎

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K-Dense BYOK (Bring Your Own Keys) is an open-source app that lets you chat with an AI assistant called **Kady**. You ask Kady a question or give it a task, and it figures out the best way to handle it — sometimes answering directly, sometimes spinning up specialized AI "experts" that work behind the scenes to get you a thorough result.
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It's built for scientists, analysts, and curious people who want a powerful AI workspace without being locked into a single provider. K-Dense BYOK is powered by our very popular Claude Scientific Skills.
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It's built for scientists, analysts, and curious people who want a powerful AI workspace without being locked into a single provider. K-Dense BYOK is powered by our very popular Scientific Agent Skills.
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[![Watch the video](https://img.youtube.com/vi/BVG50mgw6-4/maxresdefault.jpg)](https://youtu.be/BVG50mgw6-4?si=pbEUdpuQJJfGiKjw)
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2. Add your workflow object anywhere in the array (it will be grouped by `category` automatically).
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3. Pick a `category` from the existing 22 disciplines (`paper`, `visual`, `data`, `literature`, `grants`, `scicomm`, `genomics`, `proteomics`, `cellbio`, `chemistry`, `drugdiscovery`, `physics`, `materials`, `clinical`, `neuro`, `ecology`, `finance`, `social`, `math`, `ml`, `engineering`, `astro`) or propose a new one.
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4. Choose an `icon` name from [Lucide Icons](https://lucide.dev/icons/) (PascalCase, no "Icon" suffix — e.g. `FlaskConical`, `Brain`, `Dna`). If the icon isn't already imported in `workflows-panel.tsx`, add it there too.
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5. List `suggestedSkills` from the [K-Dense scientific skills](https://github.com/K-Dense-AI/claude-scientific-skills) — these are passed to the agent so it knows which tools to load. Only use skill IDs that exist in the repo.
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5. List `suggestedSkills` from the [K-Dense scientific skills](https://github.com/K-Dense-AI/scientific-agent-skills) — these are passed to the agent so it knows which tools to load. Only use skill IDs that exist in the repo.
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6. Use `{placeholder}` syntax in the prompt for any variable the user should fill in, and add a matching entry in `placeholders`.
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### Tips for high-quality workflows

‎kady_agent/utils.py‎

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def download_scientific_skills(
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target_dir: str = "sandbox/.gemini/skills",
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github_repo: str = "K-Dense-AI/claude-scientific-skills",
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github_repo: str = "K-Dense-AI/scientific-agent-skills",
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source_path: str = "scientific-skills",
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branch: str = "main"
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) -> None:
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try:
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# Clone the repository with depth 1 for faster download
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print("Cloning Claude Scientific Skills repository (this may take a moment)...")
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print("Cloning Scientific Agent Skills repository (this may take a moment)...")
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subprocess.run(
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["git", "clone", "--depth", "1", "--branch", branch, repo_url, str(temp_path)],
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check=True,

‎pyproject.toml‎

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[project]
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name = "kady"
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version = "0.2.14"
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version = "0.2.15"
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description = "Kady — K-Dense BYOK Agent"
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readme = "README.md"
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requires-python = ">=3.13"

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