state
This skill should be used when the user asks about "Effect Ref", "mutable state", "Ref.make", "Ref.get", "Ref.set", "Ref.update", "SubscriptionRef", "SynchronizedRef", "reactive state", "state updates", "concurrent state", "shared mutable state", or needs to understand how Effect handles mutable state in a functional way.
moonkite-wechat-hongbao
微信红包封面创意设计大师 - 专注于卡通、动漫、游戏CG、商业海报风格的红包封面设计。支持三种创作模式（手动/自动/脑暴），一次性输出多尺寸提示词套装。触发条件: (1) 用户说'设计红包封面'、'红包封面'、'春节红包' (2) 需要微信红包封面设计 (3) 提到 wechat-hongbao
moonkite-maliang
UMPF 结构化提示词生成大师 - 通过多轮深度对话引导用户打磨电影级画面方案。支持 8 种视觉引擎(摄影/印刷/3D/油画/像素/水墨/定格动画/Pantone编辑插画)。触发条件: (1) 用户说'生成提示词'、'画一个...'、'帮我设计画面' (2) 需要 Nano banana 提示词 (3) 用户想要专业艺术指导生成图片 (4) 提到 UMPF 或 moonkite-maliang (5) 指定 style pantone + 主题，直接进入 Pantone 流程
project-organization
Expert guidance for setting up and organizing research software projects following Sam Abbott's established patterns for R packages, Julia packages, and research projects
r-development
Expert guidance for R package development following best practices for devtools, testthat, roxygen2, and R ecosystem tools
taskfile-automation
Expert guidance for using Task (taskfile.dev) automation tool to discover and execute project development commands
analyzing-research-papers
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create structured summaries for researchers.
grant-application-setup
Expert guidance for setting up and organising research grant applications following established patterns for UKRI, EU, and other funding bodies
grant-compliance-checking
Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignment with funding requirements from NSF, NIH, EU, and other agencies.
stan-development
Expert guidance for Stan probabilistic programming language development, including modern syntax, cmdstanr/cmdstanpy integration, and testing patterns
julia-development
Expert guidance for Julia package development following SciML standards, Distributions.jl patterns, and Julia ecosystem best practices
academic-writing-standards
Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices. Use when reviewing or editing academic manuscripts, papers, or research documentation.
repo-activity
Analyse GitHub repository activity including issues, PRs, contributors, and engagement
review
Perform a code review with linting, standards checking, and priority-ranked findings
preprint-search
Search for new preprints in infectious disease modelling from arXiv, medRxiv, and bioRxiv
pr
Create a pull request based on a GitHub issue with analysis, implementation, QA, and PR creation
paper-summary
Summarise an academic paper from URL, DOI, or file path
repo-summary
Analyse a GitHub repository combining activity metrics with code development insights
docs
Check that all code has appropriate documentation and fix gaps
create-note
Import a markdown file into Obsidian library and format it as a note
commit
Create a well-structured commit with conventional format and proper git identity
add-bot
Add seabbs-bot as a collaborator with push permissions to a repository
update-deps
Review and update project dependencies safely with incremental testing
scan-issues
Scan repositories and identify issues that Claude Code can efficiently handle
test
Run tests iteratively fixing code or tests until all pass, then commit
issue-reply
Post a helpful reply to a GitHub issue
uk-news
Create a UK news summary from BBC and Guardian sources
issue-summary
Summarise a GitHub issue conversation with focus on the last message
lint
Lint, format, and optionally commit changes
literature-search
Search local bibliography files and Paperpile for relevant papers
minutes
Create structured meeting minutes from a transcript
improve-coverage
Improve test coverage by identifying gaps and generating meaningful tests
github-dashboard
GitHub dashboard update with notifications, PR status, issue triage, and action items
format-note
Format an Obsidian note with tags and link it from today's daily note
taskman
Agent memory and task management CLI. Use this skill when you need to persist context across sessions, track tasks, hand off work, or store temporary agent scratch data. Provides the `taskman` CLI for init, sync, describe, and history operations.
config-auditing
Neovim configuration audit knowledge base. Use when: reviewing config files for issues, checking deprecated APIs, optimizing settings, or performing health checks. Provides checklists, best practices, and version-specific deprecated API detection patterns.
desmos-graphing
Create interactive Desmos graphs in Obsidian using desmos-graph code blocks. Use when visualizing functions, parametric curves, inequalities, or mathematical relationships with customizable styling and settings.
plugin-research
Neovim plugin ecosystem research. Use for: version compatibility, GitHub issues, breaking changes, plugin alternatives. Provides systematic investigation patterns for plugin-related problems.
research-storage
Research file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research files, (3) checking if research exists for a section. Provides directory structure, file format templates, and naming conventions.
neovim-debugging
Debug Neovim/LazyVim configuration issues. Use when: user reports Neovim errors, keymaps not working, plugins failing, or config problems. Provides systematic diagnosis through hypothesis testing, not just checklists. Think like a detective narrowing down possibilities.
tikzjax-diagramming
Create TikZ diagrams in Obsidian using TikZJax plugin. Use when visualizing geometric shapes, coordinate systems, game scenes, circuit diagrams, chemical structures, or complex technical drawings that require precise positioning.
mermaid-diagramming
Create Mermaid diagrams in Obsidian including flowcharts, sequence diagrams, class diagrams, and more. Use when visualizing processes, system architectures, workflows, or any structured relationships in Obsidian notes.
omarchy-theming
Create and manage Omarchy desktop themes. Use when working with colors.toml, terminal themes (Alacritty/Kitty/Ghostty), Hyprland colors, Waybar styling, btop themes, or theme installation/removal.
mathjax-rendering
Render mathematical formulas in Obsidian using LaTeX/MathJax syntax. Use when writing equations, matrices, integrals, summations, or any mathematical notation in Obsidian notes.
domain-profiles
Domain-specific configuration profiles for learning resource creation. Defines search strategies, special fields, terminology policies, and content structures for different academic domains: technology, history, science, arts, and general. Use when researcher or writer agents need domain-adapted behavior.
project-scaffolder
Creates plan.md, task.md, persona.md, project-context.md, and CLAUDE.md for new self-learning resource projects. Use when: (1) /init command is invoked, (2) setting up a new tutorial/guide/documentation project, (3) structure-designer agent needs templates for learning resource structure design. Provides hierarchical Part/Chapter/Section templates with page allocation.
project-interview
Resources for conversational interviews to create learner profiles. Used by project-interviewer agent during /init.
SkillsMP API
Search and discover AI skills from the SkillsMP marketplace
api-endpoint
Create or modify API endpoints in IdeaForge backend. Triggers: new route, controller, service, repository, CRUD operation, Zod validation, API debugging. Pattern: Routes → Controller → Service → Repository.
brand-guidelines
IdeaForge brand identity - colors, typography, and visual guidelines. Use when styling UI components, creating marketing materials, or ensuring brand consistency.
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