zhongjis
@zhongjis
Public Skills
jujutsu
by zhongjis
"Manages version control with Jujutsu (jj), including rebasing, conflict resolution, and Git interop. Use when tracking changes, navigating history, squashing/splitting commits, or pushing to Git remotes. Triggers on 'commit', 'commit my changes', 'save changes', 'push', 'rebase', 'squash', 'jj', 'describe changes', 'create PR', or any version control request in a jj-managed repository."
docker
by zhongjis
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration. Use when working with Docker, Dockerfiles, docker-compose, container builds, or container debugging.
nix-best-practices
by zhongjis
Nix patterns for flakes, overlays, unfree handling, and binary overlays. Use when working with flake.nix or shell.nix.
codebase-search
by zhongjis
Search and navigate codebases — both local and remote. Use when finding specific code patterns, tracing function calls, understanding code structure, locating bugs, or searching GitHub repositories for implementations and examples. Handles semantic search, grep patterns, AST analysis, and remote code search via GitHub CLI and API. Also use when the user asks "how do other projects do X", "find examples of Y on GitHub", "search repo Z for", or wants to explore code in repositories they haven't cloned.
skill-maintainer
by zhongjis
"Maintain AI agent skills — add from upstream repositories, update from upstream sources, check for updates, sync with upstream, and manage skill provenance. Works in any project. Triggers on 'add skill from [URL]', 'install skill', 'update skills', 'sync skills from upstream', 'check for skill updates', 'which skills are from upstream?', 'compare skill with upstream', or 'update the anthropic skills'."
find-skills
by zhongjis
Helps users discover agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Discovery only — for installing or maintaining skills, use the skill-maintainer skill.
address-review
by zhongjis
Use when addressing PR review comments from Copilot, bots, or humans. Triggers on "fix review comments", "address Copilot feedback", "respond to PR comments".
code-review
by zhongjis
"Comprehensive code review for local diffs and GitHub PRs. Supports git/jj diff review and gh CLI PR workflows with severity-ranked findings, confidence scoring, and professional feedback."
prompt-engineering
by zhongjis
Use when writing commands, hooks, skills for agents, or prompts for sub-agents or any other LLM interaction. Triggers on "optimize prompt", "improve LLM output", "prompt template", "write a skill", "system prompt".
complexity
by zhongjis
Use when reducing cognitive complexity, flattening nested code, or simplifying functions. Triggers on "reduce complexity", "simplify", "too nested".
canvas-design
by zhongjis
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
gh-cli
by zhongjis
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line. Use when creating PRs, managing issues, running workflows, checking CI status, managing releases, or making GitHub API calls. Triggers on "create PR", "list issues", "gh command", "merge PR", "run workflow", "check status", "create release", "download artifacts", "set secret".
jq
by zhongjis
Extract specific fields from JSON files efficiently using jq instead of reading entire files, saving 80-95% context.
algorithmic-art
by zhongjis
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
webapp-testing
by zhongjis
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
by zhongjis
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
docx
by zhongjis
"Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of \"Word doc\", \"word document\", \".docx\", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a \"report\", \"memo\", \"letter\", \"template\", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation."
pptx
by zhongjis
"Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill."
xlsx
by zhongjis
"Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved."
frontend-design
by zhongjis
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
enterprise-scala
by zhongjis
Enterprise Scala guardrails preventing common AI agent mistakes in production codebases. Use whenever working in a Scala codebase — editing .scala files, modifying sbt projects, writing traits/classes/objects, reviewing pull requests, or refactoring Scala code. Triggers on: any .scala file interaction, build.sbt edits, Scala code review, Scala refactoring, or any task involving Scala source code in work repositories.
agent-browser
by zhongjis
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
github-pr-management
by zhongjis
"(project - Skill) Manage GitHub pull requests: create/update PR descriptions, add/edit PR comments, review PRs. Triggers on: 'create PR', 'update PR description', 'comment on PR', 'review PR', 'edit PR', 'PR summary', 'add PR comment', or any reference to pull request management. Use when the user wants to write, edit, or manage PR descriptions, comments, or reviews on GitHub Enterprise or github.com."
recharts-patterns
by zhongjis
Data visualization patterns using Recharts 3.x - a composable charting library built with React and D3. Use when creating charts, dashboards, or data visualizations in React applications.
typescript
by zhongjis
Configures TypeScript projects, defines types and interfaces, writes generics, and implements type guards. Use when setting up tsconfig.json, creating type definitions, or ensuring type safety in JS/TS codebases.
bun
by zhongjis
Initializes projects, manages dependencies, runs scripts, executes tests, and bundles code using Bun. Use when working with package.json, installing packages, running dev servers, or building for production.
playwright
by zhongjis
Browser automation via Playwright MCP tools. Use when AI Agent needs to interact with web browsers for: (1) Web scraping and data extraction, (2) Form interaction and submission, (3) Browser testing and validation, (4) Taking screenshots of web pages, or any browser automation tasks.
nh
by zhongjis
Switches NixOS/Home Manager configurations, cleans old generations, and performs system maintenance. Use when running os/home switch, pruning the Nix store, or managing system generations.
podman
by zhongjis
Manages containers, builds images, configures pods and networks with Podman. Use when running containers, creating Containerfiles, grouping services in pods, or managing container resources.
yt-dlp
by zhongjis
Download videos from YouTube and other sites using yt-dlp. Use when downloading videos, extracting metadata, or batch downloading multiple files.
vitest
by zhongjis
Writes and runs tests, configures test environments, mocks dependencies, and generates coverage reports. Use when setting up vitest.config.ts, writing test suites, mocking modules, or measuring code coverage.
nix-flakes
by zhongjis
Creates reproducible builds, manages flake inputs, defines devShells, and builds packages with flake.nix. Use when initializing Nix projects, locking dependencies, or running nix build/develop commands.
jc
by zhongjis
Converts CLI output to JSON for structured processing and analysis. Use when parsing ps, dig, netstat, ls, or other command output into machine-readable format for piping to jq or scripts.
nix
by zhongjis
Runs packages temporarily, creates isolated shell environments, and evaluates Nix expressions. Use when executing tools without installing, debugging derivations, or working with nixpkgs.
ast-grep
by zhongjis
Searches code by AST patterns and performs structural refactoring across files. Use when finding function calls, replacing code patterns, or refactoring syntax that regex cannot reliably match.
python
by zhongjis
Structures Python projects, writes type-hinted code, tests with pytest, and enforces quality with ruff and mypy. Use when setting up pyproject.toml, writing tests, adding type annotations, or formatting/linting code.
mermaid-diagram-specialist
by zhongjis
uv
by zhongjis
Initializes Python projects, manages dependencies, pins Python versions, and runs scripts with uv. Use when adding/removing packages, syncing environments, running tools with uvx, or building distributions.
scraping
by zhongjis
Fetches web pages, parses HTML with CSS selectors, calls REST APIs, and scrapes dynamic content. Use when extracting data from websites, querying JSON APIs, or automating browser interactions.