commit e03e44248d8c47992260028f940784dd36016f6a
Author: Zhongwei Li <lizhongwei.nkcs@gmail.com>
Date:   Sat Nov 29 18:02:30 2025 +0800

    Initial commit

diff --git a/.claude-plugin/plugin.json b/.claude-plugin/plugin.json
new file mode 100644
index 0000000..0fadaf0
--- /dev/null
+++ b/.claude-plugin/plugin.json
@@ -0,0 +1,14 @@
+{
+  "name": "bds-dev",
+  "description": "Provide tools and skills for daily development",
+  "version": "1.0.1",
+  "author": {
+    "name": "Break Yang"
+  },
+  "skills": [
+    "./skills"
+  ],
+  "commands": [
+    "./commands"
+  ]
+}
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
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--- /dev/null
+++ b/README.md
@@ -0,0 +1,3 @@
+# bds-dev
+
+Provide tools and skills for daily development
diff --git a/commands/prime.md b/commands/prime.md
new file mode 100644
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--- /dev/null
+++ b/commands/prime.md
@@ -0,0 +1,20 @@
+# Prime the context by analyzing the project structure
+
+Use the command `lsd --tree` to get an overview of the project's code structure. In addition,
+
+- Read the `README.md` if exist
+- Read the `flake.nix` if exist
+- Files which you think are important
+  - For python project, read `pyproject.toml` if exist
+  - For javascript and typescript project, read `package.json` if exist
+  - For rust project, read `Cargo.toml` if exist
+  - For c++ project read `CMakeLists.txt` and use it as the entrypoint to understand the project structure
+
+## Goal
+
+You should be able to tell the following 
+
+- The structure of the project
+- What problem does this project solve?
+- What are the major programming languages used in this project?
+- What is the entrypoint of this project?
diff --git a/commands/python-ready.md b/commands/python-ready.md
new file mode 100644
index 0000000..2703568
--- /dev/null
+++ b/commands/python-ready.md
@@ -0,0 +1,36 @@
+# Prepare CLAUDE CODE with Python-Specific Context
+
+## Task
+Read the project’s `CLAUDE.md`. Ensure all Python rules below are present. If partially present, reorganize and edit `CLAUDE.md` so all rules are included exactly and unambiguously.
+
+## Python Rules
+
+### Environment
+1. Manage the dev environment with `flake.nix` only.
+2. Assume `nix develop` is active.
+3. Do not use `pip`, `uv`, or `poetry`.
+4. Run programs as modules: `python -m package.module`.
+
+### Library Preferences
+1. Use builtin **unittest**.
+   - Discover all tests: `python -m unittest discover`
+   - Run verbose/specific: `python -m unittest -v path/to/test_file.py`
+2. Use **pydantic v2** for schemas and domain models.
+3. Use **PyTorch** and **JAX** for ML models.
+4. Use **loguru** for logging.
+5. Use **click** for CLI/arg parsing.
+6. Prefer **pathlib** over `os.path`.
+7. Use explicit `StrEnum` / `IntEnum` for enums.
+
+### Code Style
+1. **Use absolute imports**; do not use relative imports (e.g., avoid `from .x import y`).
+2. Prefer specific imports (e.g., `from pydantic import BaseModel`).
+3. **Use type hints everywhere**:
+   - Annotate all function parameters and return types.
+   - Use builtin generics (`list`, `dict`, `tuple`) instead of `typing.List`, etc.
+   - For optionals, use `MyType | None` instead of `Optional[MyType]`.
+
+### Documentation
+1. **Write docstrings for all public modules, functions, classes, methods**, and public-facing APIs. PEP 8 and PEP 257 recommend docstrings for all public elements.
+2. In docstrings:
+   - **Do not include types in the `Args:` section**, type hints in signatures cover that.
diff --git a/commands/web-ready.md b/commands/web-ready.md
new file mode 100644
index 0000000..82b6227
--- /dev/null
+++ b/commands/web-ready.md
@@ -0,0 +1,39 @@
+# Prepare CLAUDE CODE with Web Development Context
+
+## Task
+
+Read the project’s `CLAUDE.md`. Ensure all web development rules below are present. If some are missing or partially present, reorganize and update `CLAUDE.md` so every rule is included clearly and unambiguously.
+
+## Web Development Rules
+
+### Language & Syntax
+
+1. Use **TypeScript** only (no plain JavaScript).
+2. Omit unnecessary semicolons—that is, do not add semicolons at statement ends unless required.
+3. Prefer **arrow functions** (`const f = () => ...`) for concise, inline code and callbacks. Use **function declarations** for named or top-level functions where `this` or hoisting matters.
+
+### Typing & Imports
+
+1. Always use **explicit types**, especially for function parameters and return values. Annotate returns and arguments when it improves readability.
+2. Avoid `any`. Use `unknown` or properly constrained generics instead—`unknown` forces safe type narrowing.
+3. Organize imports in this order:
+
+   * `react`
+   * third-party libraries
+   * local modules
+4. Support **absolute imports** in `.ts`/`.tsx` files, e.g.:
+
+   ```ts
+   import '@/components/MarkdownPreviewPanel'
+   ```
+
+   resolves to `src/components/MarkdownPreviewPanel.tsx`.
+
+### React & Components
+
+- In React components, always **destructure `props`** directly in function parameters.
+- Keep `README.md` updated with essential information about React components—especially view or UI-related ones.
+
+### Documentation
+
+- Document important functions, classes, and React components with inline docstrings or comments for clarity and maintainability.
diff --git a/plugin.lock.json b/plugin.lock.json
new file mode 100644
index 0000000..637e02d
--- /dev/null
+++ b/plugin.lock.json
@@ -0,0 +1,97 @@
+{
+  "$schema": "internal://schemas/plugin.lock.v1.json",
+  "pluginId": "gh:breakds/claude.bds:bds-dev",
+  "normalized": {
+    "repo": null,
+    "ref": "refs/tags/v20251128.0",
+    "commit": "c15718f1fde63a61069d806bad838211c65240a4",
+    "treeHash": "7472eb9f12a9722350b008781cd7d95c726ddb1da6506fe1147b0ee1e5f889fe",
+    "generatedAt": "2025-11-28T10:14:24.453360Z",
+    "toolVersion": "publish_plugins.py@0.2.0"
+  },
+  "origin": {
+    "remote": "git@github.com:zhongweili/42plugin-data.git",
+    "branch": "master",
+    "commit": "aa1497ed0949fd50e99e70d6324a29c5b34f9390",
+    "repoRoot": "/Users/zhongweili/projects/openmind/42plugin-data"
+  },
+  "manifest": {
+    "name": "bds-dev",
+    "description": "Provide tools and skills for daily development",
+    "version": "1.0.1"
+  },
+  "content": {
+    "files": [
+      {
+        "path": "README.md",
+        "sha256": "52056a529c8af6260dfb803c32c8b1ad249b4c683598cd245273b7b38c71b3b7"
+      },
+      {
+        "path": ".claude-plugin/plugin.json",
+        "sha256": "762a463cb60c13a18077e1c0a60a2369f78200b2dc675b7d6422c82f16777e45"
+      },
+      {
+        "path": "commands/prime.md",
+        "sha256": "cc8d65d6f35b0c8c8e57eeeeddfcb9aa867d88aead3ddc77409b4dd79827954e"
+      },
+      {
+        "path": "commands/python-ready.md",
+        "sha256": "5ea798c5898e862877aa98217aa2898185b8e5cb32aab154eb65fac4458a770a"
+      },
+      {
+        "path": "commands/web-ready.md",
+        "sha256": "3b9b91b836666ed12efb16e56b6ea8b357e07d9fc5ab0de2676d051e1a0c9df8"
+      },
+      {
+        "path": "skills/nix-packaging/SKILL.md",
+        "sha256": "150c14e2ff30588b0eb8661ee813a8fece458ebc8a62d37a82857712ba7990d8"
+      },
+      {
+        "path": "skills/nix-packaging/python/python.md",
+        "sha256": "25917f62f71bbb07889741c85c4f1f776b81bafbe6eed095352caea41ddefdfd"
+      },
+      {
+        "path": "skills/nix-packaging/python/swanboard/package.nix",
+        "sha256": "476c8e48476bcec8c0d826e9e1e7abb50bd142ce87c6ceb185787a1758cef538"
+      },
+      {
+        "path": "skills/nix-packaging/python/tantivy/package.nix",
+        "sha256": "decc51ddd440af8a28ed6fa39ef0ed4c890887f7302dfc84c2d8b7fe2dec93c6"
+      },
+      {
+        "path": "skills/nix-packaging/python/darts/package.nix",
+        "sha256": "7e89e0816aa082f0142185be75dcd5a1008222a51573c8e7a02e2dbf700132d1"
+      },
+      {
+        "path": "skills/nix-packaging/python/agno/package.nix",
+        "sha256": "8d591d811c69e6bda69e39bc495b901add11c54de979a4d1be544d3574a3fd62"
+      },
+      {
+        "path": "skills/nix-packaging/python/tyro/package.nix",
+        "sha256": "4476f22a69d79b0b116a8efde7773d80f0f1cc9a91d52ba22df55165d60ce664"
+      },
+      {
+        "path": "skills/nix-packaging/js/js.md",
+        "sha256": "4d46fa98bd64811322cf6478934e255713e47fb4f3a92bd7c9bf47743ec17617"
+      },
+      {
+        "path": "skills/nix-packaging/js/claude-code/package.nix",
+        "sha256": "3e4fd254f21c17016e27a4e30f16e7d7245a11a0a617524ef995a6f464758143"
+      },
+      {
+        "path": "skills/nix-packaging/rust/rust.md",
+        "sha256": "673e7d1fa3f6c1cd05b326997410d3f2c8636f58473723e35e38e20502544718"
+      },
+      {
+        "path": "skills/nix-packaging/rust/codex/package.nix",
+        "sha256": "9c46c61b70554a2152946fe152c5265024a4f8bed3229ff1a234c79091b33b44"
+      }
+    ],
+    "dirSha256": "7472eb9f12a9722350b008781cd7d95c726ddb1da6506fe1147b0ee1e5f889fe"
+  },
+  "security": {
+    "scannedAt": null,
+    "scannerVersion": null,
+    "flags": []
+  }
+}
\ No newline at end of file
diff --git a/skills/nix-packaging/SKILL.md b/skills/nix-packaging/SKILL.md
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+---
+name: Nix Packaging
+description: Package new software or update existing packages using Nix
+---
+
+# Overview
+
+Create new Nix packages or update existing ones, with language-specific examples and guidance.
+
+## Workflow: Creating a New Package
+
+1. Identify the software source: internal to this repo or external (e.g., a GitHub repository).
+2. Determine the programming language(s) used.
+3. Analyze the software structure (build system, dependencies, configuration files).
+4. Create the package following language-specific guidance below.
+5. Optionally, integrate the package into the current project (e.g., add to overlay and expose via `packages` in `flake.nix`).
+6. Test iteratively: run `nix build .#<package-name>`, read errors, fix issues, and rebuild until successful.
+
+## Workflow: Updating an Existing Package
+
+Typically, update the `version` and source fetching attributes (e.g., `fetchFromGitHub`). The `hash` field must also be updated using one of these methods:
+
+**Method 1: Calculate the new hash directly**
+```bash
+# Get the hash
+nix-prefetch-url --type sha256 --unpack https://github.com/owner/repo/archive/refs/tags/v<NEW_VERSION>.tar.gz
+# Convert to SRI format
+nix hash convert --hash-algo sha256 <old-hash>
+```
+
+**Method 2: Let Nix tell you the hash**
+Set `hash = "";` and run the build. The error message will display the correct hash.
+
+For language-specific update steps, see the references below.
+
+# Language-Specific Packaging Skills
+
+- [Python](./python/python.md) - Packaging Python modules
+- [Rust](./rust/rust.md) - Packaging Rust applications
+- [JavaScript/TypeScript](./js/js.md) - Packaging npm applications
diff --git a/skills/nix-packaging/js/claude-code/package.nix b/skills/nix-packaging/js/claude-code/package.nix
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+++ b/skills/nix-packaging/js/claude-code/package.nix
@@ -0,0 +1,52 @@
+{
+  lib,
+  buildNpmPackage,
+  fetchzip,
+  nodejs_20,
+}:
+
+buildNpmPackage rec {
+  pname = "claude-code";
+  version = "2.0.21";
+
+  nodejs = nodejs_20; # required for sandboxed Nix builds on Darwin
+
+  src = fetchzip {
+    url = "https://registry.npmjs.org/@anthropic-ai/claude-code/-/claude-code-${version}.tgz";
+    hash = "sha256-sX9btcy9uEHloAQNvCJFhwh0U/W14NWz2FjkdLXm1Q0=";
+  };
+
+  npmDepsHash = "sha256-LBc1M3FwWg6SP+p7GQ00LQfiYyhmU1OzsohDu6rukjA=";
+
+  postPatch = ''
+    cp ${./package-lock.json} package-lock.json
+  '';
+
+  dontNpmBuild = true;
+
+  AUTHORIZED = "1";
+
+  # `claude-code` tries to auto-update by default, this disables that functionality.
+  # https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview#environment-variables
+  # The DEV=true env var causes claude to crash with `TypeError: window.WebSocket is not a constructor`
+  postInstall = ''
+    wrapProgram $out/bin/claude \
+      --set DISABLE_AUTOUPDATER 1 \
+      --unset DEV
+  '';
+
+  passthru.updateScript = ./update.sh;
+
+  meta = {
+    description = "Agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster";
+    homepage = "https://github.com/anthropics/claude-code";
+    downloadPage = "https://www.npmjs.com/package/@anthropic-ai/claude-code";
+    license = lib.licenses.unfree;
+    maintainers = with lib.maintainers; [
+      malo
+      markus1189
+      omarjatoi
+    ];
+    mainProgram = "claude";
+  };
+}
diff --git a/skills/nix-packaging/js/js.md b/skills/nix-packaging/js/js.md
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--- /dev/null
+++ b/skills/nix-packaging/js/js.md
@@ -0,0 +1,102 @@
+# Package a JavaScript/TypeScript Application with Nix (npm)
+
+Packaging an npm application (`buildNpmPackage`) involves determining the package name, version, and dependencies. The package must be available on the npm registry.
+
+## Normal npm Package
+
+See the example: [claude-code](./claude-code/package.nix)
+
+Key components:
+
+- **Source**: Fetch from npm registry using `fetchzip` with URL pattern:
+  ```nix
+  url = "https://registry.npmjs.org/@scope/package-name/-/package-name-${version}.tgz";
+  ```
+  For non-scoped packages, omit the `@scope/` part.
+
+- **Dependencies**: Set `npmDepsHash` (see update workflow below for obtaining the hash)
+
+- **package-lock.json**: Use `postPatch` to copy a local `package-lock.json`:
+  ```nix
+  postPatch = ''
+    cp ${./package-lock.json} package-lock.json
+  '';
+  ```
+
+- **Build control**: Use `dontNpmBuild = true;` if the package doesn't require a build step (already built on npm registry)
+
+## Updating an Existing npm Package
+
+Besides the general update steps, also update npm-specific fields:
+
+1. **Update package-lock.json**: Generate a new lock file for the target version:
+
+   ```bash
+   # Find the latest version (or specific version)
+   npm i --package-lock-only @anthropic-ai/claude-code@"$version"
+   # Remove package.json (not needed for Nix packaging)
+   rm -f package.json
+   ```
+
+   **Note**: If `npm` is not installed, use `nix-shell` to run it:
+   ```bash
+   nix-shell -p nodejs --run "npm i --package-lock-only @anthropic-ai/claude-code@\"$version\""
+   rm -f package.json
+   ```
+
+   Copy the generated `package-lock.json` to your package directory.
+
+2. **Update hashes**: Both `hash` (source) and `npmDepsHash` need updating.
+
+   **Method 1: Let Nix tell you**
+   - Set `hash = "";` and run `nix build`. Copy the correct hash from the error message.
+   - Set `npmDepsHash = "";` and run `nix build`. Copy the correct hash from the error message.
+
+   **Method 2: Calculate directly**
+   ```bash
+   # For source hash
+   nix-prefetch-url --type sha256 --unpack https://registry.npmjs.org/@scope/package/-/package-${version}.tgz
+   nix hash convert --hash-algo sha256 <old-hash>
+   ```
+
+3. **Check for breaking changes**: New versions may:
+   - Change build requirements (update `dontNpmBuild` or add build dependencies)
+   - Require different Node.js versions (update `nodejs` attribute, e.g., `nodejs_20`)
+   - Add new environment variables or runtime requirements
+
+## Common Patterns
+
+### Specify Node.js Version
+
+For compatibility, especially on Darwin with sandboxed builds:
+
+```nix
+buildNpmPackage rec {
+  nodejs = nodejs_20;
+  # ...
+}
+```
+
+### Disable Auto-Build
+
+If the package is pre-built on the npm registry:
+
+```nix
+dontNpmBuild = true;
+```
+
+### Set Environment Variables
+
+Use `postInstall` to wrap the binary with required environment variables:
+
+```nix
+postInstall = ''
+  wrapProgram $out/bin/your-binary \
+    --set ENV_VAR value \
+    --unset UNWANTED_VAR
+'';
+```
+
+### Handle Optional Dependencies
+
+npm packages often have platform-specific optional dependencies (like Sharp's native bindings). These are automatically handled by `buildNpmPackage` based on the `package-lock.json`.
diff --git a/skills/nix-packaging/python/agno/package.nix b/skills/nix-packaging/python/agno/package.nix
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index 0000000..2c817bd
--- /dev/null
+++ b/skills/nix-packaging/python/agno/package.nix
@@ -0,0 +1,76 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  setuptools,
+  docstring-parser,
+  gitpython,
+  httpx,
+  pydantic-settings,
+  pydantic,
+  python-dotenv,
+  python-multipart,
+  pyyaml,
+  rich,
+  tomli,
+  typer,
+  typing-extensions,
+  # optional
+  tantivy,
+  pylance,
+  lancedb,
+  qdrant-client,
+  unstructured,
+  markdown,
+  aiofiles,
+}:
+
+buildPythonPackage rec {
+  pname = "agno";
+  version = "1.7.11";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "agno-agi";
+    repo = "agno";
+    rev = "v${version}";
+    hash = "sha256-9oO4qyYCgMnC1jtFr39Y76t/5/ybUGIhECP+PLhm92s=";
+  };
+
+  sourceRoot = "${src.name}/libs/agno";
+
+  build-system = [ setuptools ];
+
+  dependencies = [
+    docstring-parser
+    gitpython
+    httpx
+    pydantic-settings
+    pydantic
+    python-dotenv
+    python-multipart
+    pyyaml
+    rich
+    tomli
+    typer
+    typing-extensions
+  ];
+
+  optional-dependencies = {
+    lancedb = [ lancedb tantivy ];
+    pylance = [ pylance ];  # Useful for lancedb "hybrid" search
+    qdrant = [ qdrant-client ];
+    markdown = [ unstructured markdown aiofiles ];
+  };
+
+  pythonImportsCheck = [ "agno" ];
+
+  meta = {
+    description = "Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning";
+    homepage = "https://github.com/agno-agi/agno";
+    license = lib.licenses.mpl20;
+    maintainers = with lib.maintainers; [ ];
+    mainProgram = "agno";
+    platforms = lib.platforms.all;
+  };
+}
diff --git a/skills/nix-packaging/python/darts/package.nix b/skills/nix-packaging/python/darts/package.nix
new file mode 100644
index 0000000..b608dd4
--- /dev/null
+++ b/skills/nix-packaging/python/darts/package.nix
@@ -0,0 +1,61 @@
+{ lib, buildPythonPackage, fetchFromGitHub, pythonRelaxDepsHook, setuptools
+, holidays, joblib, matplotlib, nfoursid, numpy, pandas, pmdarima, pyod
+, requests, scikit-learn, scipy, shap
+# , statsforecast
+, statsmodels, tbats, tqdm, typing-extensions, xarray, xgboost
+, pytorch-lightning }:
+
+buildPythonPackage rec {
+  pname = "darts";
+  version = "0.31.0";
+  format = "pyproject";
+
+  src = fetchFromGitHub {
+    owner = "unit8co";
+    repo = pname;
+    rev = version;
+    hash = "sha256-piSYRJIFr3RQTt/idfTRrqx/dD794He4d2F9flBJv7Q=";
+  };
+
+  nativeBuildInputs = [ pythonRelaxDepsHook ];
+
+  buildInputs = [ setuptools ];
+
+  propagatedBuildInputs = [
+    holidays
+    joblib
+    matplotlib
+    nfoursid
+    numpy
+    pandas
+    pmdarima
+    pyod
+    requests
+    scikit-learn
+    scipy
+    shap
+    # statsforecast
+    statsmodels
+    tbats
+    tqdm
+    typing-extensions
+    xarray
+    xgboost
+    pytorch-lightning
+  ];
+
+  pythonRelaxDeps = [ "pmdarima" ];
+
+  pythonRemoveDeps = [ "statsforecast" ];
+
+  pythonImportsCheck = [ "darts" ];
+
+  meta = with lib; {
+    description = ''
+      A python library for user-friendly forecasting and anomaly detection on time series
+    '';
+    homepage = "https://unit8co.github.io/darts/";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ breakds ];
+  };
+}
diff --git a/skills/nix-packaging/python/python.md b/skills/nix-packaging/python/python.md
new file mode 100644
index 0000000..55c3243
--- /dev/null
+++ b/skills/nix-packaging/python/python.md
@@ -0,0 +1,47 @@
+# Package a Python Module with Nix
+
+Packaging a Python module (`buildPythonPackage`) involves determining the source, dependencies, and build system, typically from `pyproject.toml`. Ensure all dependencies are already packaged before referencing them.
+
+More complex cases require special handling. Below are examples for different scenarios.
+
+## Normal Python Module
+
+See the simple example: [tyro](./tyro/package.nix)
+
+## Customize Build System and Disable Tests
+
+Some Python modules require additional build tools, or have tests that cannot run in the Nix sandbox. See [Swanboard](./swanboard/package.nix) for an example.
+
+## Customize Source Root and Optional Dependencies
+
+See [agno](./agno/package.nix) for examples of:
+
+- Using `sourceRoot` when the Python module's root differs from the project root (specify the relative path).
+- Handling optional dependencies: include them in `optional-dependencies` when available, or safely omit them if not yet packaged.
+
+## Rust-Backed Python Module
+
+For Python packages implemented in Rust with Python bindings, use `rustPlatform` as a helper. See [tantivy](./tantivy/package.nix) for an example.
+
+## Relax or Remove Dependencies
+
+When dependency requirements cannot be satisfied, investigate further:
+
+1. **Version mismatch**: If the dependency is packaged but the version requirement is too strict, add it to `pythonRelaxDeps` to bypass version checking.
+2. **Missing dependency**: If the dependency is not packaged, assess whether it's essential for your use case. If not, add it to `pythonRemoveDeps`.
+
+See [darts](./darts/package.nix) for an example.
+
+## Updating an Existing Python Package
+
+Besides the general update steps, also:
+
+1. **Update dependencies**: Check `pyproject.toml` or `setup.py` for changed dependencies and update:
+   - `dependencies` - Runtime dependencies
+   - `build-system` - Build-time dependencies (e.g., setuptools, poetry-core)
+   - `optional-dependencies` - If relevant to your use case
+
+2. **Handle breaking changes**: New versions may:
+   - Drop Python version support (update `pythonOlder` or `disabled`)
+   - Change build backends (update `build-system` based on `pyproject.toml`)
+   - Add new test dependencies (update `nativeCheckInputs` or `checkInputs`)
diff --git a/skills/nix-packaging/python/swanboard/package.nix b/skills/nix-packaging/python/swanboard/package.nix
new file mode 100644
index 0000000..cef5241
--- /dev/null
+++ b/skills/nix-packaging/python/swanboard/package.nix
@@ -0,0 +1,44 @@
+{ lib, buildPythonPackage, pythonOlder, fetchFromGitHub, pytestCheckHook
+, hatchling, hatch-fancy-pypi-readme, hatch-requirements-txt, swankit, fastapi
+, uvicorn, peewee, ujson, psutil, pyyaml, setuptools, nanoid, numpy }:
+
+# TODO(breakds): Build the UI. It seemed pretty straight forward but
+# for some reason I will run into this "dead spiral" of fetchYarnDeps
+# always complain about a changed yarn.lock (and hash).
+buildPythonPackage rec {
+  pname = "swanboard";
+  version = "0.1.7-beta.1";
+  format = "pyproject";
+
+  disabled = pythonOlder "3.8";
+
+  src = fetchFromGitHub {
+    owner = "SwanHubX";
+    repo = "SwanLab-Dashboard";
+    rev = "v${version}";
+    hash = "sha256-jBYlBJaEZPJ2tORfeSUnTpwyAjENh8QYTfVb6o2UNZg=";
+  };
+
+  build-system =
+    [ hatchling hatch-fancy-pypi-readme hatch-requirements-txt setuptools ];
+
+  dependencies = [ swankit fastapi uvicorn peewee ujson psutil pyyaml ];
+
+  pythonImportsCheck = [ "swanboard" ];
+
+  nativeCheckInputs = [ pytestCheckHook nanoid numpy ];
+
+  disabledTests = [
+    "test_get_package_version_installed"
+    "test_get_package_version_not_installed"
+    # Temporarily disable because there is a small bug that needs to be fixed.
+    "TestExperiment"
+  ];
+
+  meta = with lib; {
+    description = "Swanlab's Dashboard";
+    homepage = "https://github.com/SwanHubX/SwanLab-Dashboard";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ breakds ];
+  };
+}
diff --git a/skills/nix-packaging/python/tantivy/package.nix b/skills/nix-packaging/python/tantivy/package.nix
new file mode 100644
index 0000000..1cb1fd4
--- /dev/null
+++ b/skills/nix-packaging/python/tantivy/package.nix
@@ -0,0 +1,39 @@
+{
+  lib
+  , buildPythonPackage
+  , fetchFromGitHub
+  , rustPlatform
+}:
+
+buildPythonPackage rec {
+  pname = "tantivy";
+  version = "0.25.0";
+  format = "pyproject";
+
+  src = fetchFromGitHub {
+    owner = "quickwit-oss";
+    repo = "tantivy-py";
+    tag = version;
+    hash = "sha256-ZVQOzKojBf7yNkgiOV4huNnuxCmiFwJb610sD4M2/MU=";
+  };
+
+  cargoDeps = rustPlatform.fetchCargoVendor {
+    inherit pname version src;
+    hash = "sha256-/OADcVm01PbHp3bcw62Zt6+9ZmT96Bic+EBbPUhdoOI=";
+  };
+
+  build-system = with rustPlatform; [ cargoSetupHook maturinBuildHook ];
+
+  pythonImportsCheck = [ "tantivy" ];
+
+  meta = {
+    description = ''
+      Python bindings for Tantivy; Tantivy is a full-text search engine library
+      inspired by Apache Lucene and written in Rust
+    '';
+    homepage = "https://github.com/quickwit-oss/tantivy-py";
+    changeLog = "https://github.com/quickwit-oss/tantivy-py/releases/tag/${version}";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ breakds ];
+  };
+}
diff --git a/skills/nix-packaging/python/tyro/package.nix b/skills/nix-packaging/python/tyro/package.nix
new file mode 100644
index 0000000..9bbbbf0
--- /dev/null
+++ b/skills/nix-packaging/python/tyro/package.nix
@@ -0,0 +1,27 @@
+{ lib, buildPythonPackage, fetchFromGitHub, setuptools, docstring-parser
+, typing-extensions, rich, shtab, typeguard, hatchling }:
+
+buildPythonPackage rec {
+  pname = "tyro";
+  version = "0.9.9";
+  format = "pyproject";
+
+  src = fetchFromGitHub {
+    owner = "brentyi";
+    repo = pname;
+    rev = "v${version}";
+    hash = "sha256-iFKgnKd4606S/hEMHD7ZaTnGF16gmvbaE62nifw4o7c=";
+  };
+
+  build-system = [ hatchling ];
+
+  dependencies = [ docstring-parser typing-extensions rich shtab typeguard ];
+
+  pythonImportsCheck = [ "tyro" ];
+
+  meta = with lib; {
+    description = "tool for generating CLI interfaces in Python";
+    homepage = "https://brentyi.github.io/tyro";
+    license = licenses.mit;
+  };
+}
diff --git a/skills/nix-packaging/rust/codex/package.nix b/skills/nix-packaging/rust/codex/package.nix
new file mode 100644
index 0000000..bfb9bfc
--- /dev/null
+++ b/skills/nix-packaging/rust/codex/package.nix
@@ -0,0 +1,74 @@
+{
+  lib,
+  stdenv,
+  rustPlatform,
+  fetchFromGitHub,
+  installShellFiles,
+  nix-update-script,
+  pkg-config,
+  openssl,
+  versionCheckHook,
+  installShellCompletions ? stdenv.buildPlatform.canExecute stdenv.hostPlatform,
+}:
+rustPlatform.buildRustPackage (finalAttrs: {
+  pname = "codex";
+  version = "0.46.0";
+
+  src = fetchFromGitHub {
+    owner = "openai";
+    repo = "codex";
+    tag = "rust-v${finalAttrs.version}";
+    hash = "sha256-o898VjjPKevr1VRlRhJUNWsrHEGEn7jkdzWBj+DpbCs=";
+  };
+
+  sourceRoot = "${finalAttrs.src.name}/codex-rs";
+
+  cargoHash = "sha256-Qp5zezXjVdOp8OylLgUZRLc0HQlgII6nOZodnOrok6U=";
+
+  nativeBuildInputs = [
+    installShellFiles
+    pkg-config
+  ];
+
+  buildInputs = [ openssl ];
+
+  # NOTE: part of the test suite requires access to networking, local shells,
+  # apple system configuration, etc. since this is a very fast moving target
+  # (for now), with releases happening every other day, constantly figuring out
+  # which tests need to be skipped, or finding workarounds, was too burdensome,
+  # and in practice not adding any real value. this decision may be reversed in
+  # the future once this software stabilizes.
+  doCheck = false;
+
+  postInstall = lib.optionalString installShellCompletions ''
+    installShellCompletion --cmd codex \
+      --bash <($out/bin/codex completion bash) \
+      --fish <($out/bin/codex completion fish) \
+      --zsh <($out/bin/codex completion zsh)
+  '';
+
+  doInstallCheck = true;
+  nativeInstallCheckInputs = [ versionCheckHook ];
+
+  passthru = {
+    updateScript = nix-update-script {
+      extraArgs = [
+        "--version-regex"
+        "^rust-v(\\d+\\.\\d+\\.\\d+)$"
+      ];
+    };
+  };
+
+  meta = {
+    description = "Lightweight coding agent that runs in your terminal";
+    homepage = "https://github.com/openai/codex";
+    changelog = "https://raw.githubusercontent.com/openai/codex/refs/tags/rust-v${finalAttrs.version}/CHANGELOG.md";
+    license = lib.licenses.asl20;
+    mainProgram = "codex";
+    maintainers = with lib.maintainers; [
+      malo
+      delafthi
+    ];
+    platforms = lib.platforms.unix;
+  };
+})
diff --git a/skills/nix-packaging/rust/rust.md b/skills/nix-packaging/rust/rust.md
new file mode 100644
index 0000000..e3b398b
--- /dev/null
+++ b/skills/nix-packaging/rust/rust.md
@@ -0,0 +1,14 @@
+# Packaging Rust Applications with Nix
+
+See [codex](./codex/package.nix) for an example.
+
+## Updating an Existing Rust Package
+
+Besides the general update steps, also update the `cargoHash`:
+
+```bash
+# Set cargoHash = ""; then run nix build
+# Nix will fail and show: "got: sha256-XXXXX"
+```
+
+If `Cargo.toml` dependencies changed, the build will automatically fetch new dependencies after you update the `cargoHash`.