GitHub
floating-runes
Guidance for using the floating-runes Svelte 5 wrapper around @floating-ui. Use when building tooltips, popovers, context menus, overlays, portals, or singleton floating UI in Svelte apps.
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GitHub
parallelize
Use when planning parallel execution of independent tasks via subagents or concurrent tool calls; for workflow planning or throughput optimization.
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GitHub
python-pathlib
Python pathlib usage guidelines for file and directory operations
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GitHub
mcp-builder
Use when building MCP servers or integrating external APIs/services via MCP (TypeScript or Python).
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GitHub
python-imports
Python import style guidelines for absolute and relative imports
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GitHub
npm-package-creator
Guide for creating new npm packages in Gracefullight's TypeScript package monorepo. Use when creating new packages in pnpm workspace environment using TypeScript, Biome, tsup, and Vitest with standardized packa...
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GitHub
discord-analyze
Generate a comprehensive community health report from synced Discord messages
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GitHub
math-modeling
数学建模算法选择与可视化指南。用于模型选择、算法实现、评估指标、可视化绑图、论文图表生成等场景。当用户提到建模、预测、分类、聚类、优化、回归、可视化、绑图、matplotlib、model selection时触发。
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GitHub
data-preprocess
数学建模数据预处理指南。用于数据加载、清洗、缺失值处理、异常值检测、特征工程等场景。当用户提到预处理、清洗数据、处理缺失值、数据泄露、特征工程、data preprocessing、data cleaning时触发。
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GitHub
feature
Start structured feature implementation workflow. Use when implementing new features, adding functionality, or building complete user-facing capabilities.
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GitHub
implement
Code implementation expert. Follows the Design-Driven Development lifecycle to execute implementation plans.
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GitHub
go-development
Go development practices and tooling. Use when working with Go code (*.go files, go.mod, go.sum). Activates for Go code style, testing, linting, concurrency patterns, and Go idioms.
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GitHub
commit
Use this skill when requested to commit changes. It ensures commit messages follow project standards, follows the operational policy for character encoding (escaping backticks), and ensures code quality via ver...
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GitHub
git-worktrees
Use when starting work that needs isolated branches or parallel feature development using git worktrees.
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GitHub
update-issue
Update external issue tracker (GitHub/GitLab) based on Ralf events. Use when syncing story status with project management tools.
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GitHub
tdd-enforce
Use when strict test-first discipline is explicitly requested or required for a change.
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GitHub
go-test
Run Go tests with race detection and coverage. Use when asked to run tests, check test coverage, or verify Go code functionality.
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GitHub
coding
Use when performing coding tasks (implement features, fix bugs, refactor code). Orchestrates language detection, mode switching (normal/autopilot/full-auto), quality enforcement, and verification.
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GitHub
go-review
Review Go code for style, idioms, safety, and correctness. Use when reviewing Go code changes, pull requests, or auditing Go codebase quality.
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GitHub
review
General code review for staged changes or specified files. Use when reviewing pull requests, commits, or code changes across any language.
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GitHub
go-lint
Lint and format Go code via golangci-lint. Use when asked to lint code, fix lint errors, or check code quality.
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GitHub
python-refactoring
Python refactoring triggers and guidelines for code size limits
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GitHub
ogrep
Semantic code search - finds code by meaning, not just keywords. Helpful when: - User asks WHERE or HOW something is implemented ("where is X handled", "how does Y work", "where are Z". "how are X", "explain Y"...
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GitHub
python-naming
Python naming conventions for variables, constants, files, and directories
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