Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Creates comprehensive constitution workflow documents that define repeatable processes. Use when establishing new processes, documenting recurring tasks, standardizing procedures, or creating reusable workflow...
[Brief description of what the skill does and when to use it]
Achieves 100% test coverage with minimal redundancy through progressive test writing. Writes tests one-at-a-time with immediate coverage verification, removes redundant tests while maintaining coverage, fixes s...
Creates comprehensive skill documents that define specialized Claude capabilities. Use when creating new skills, documenting reusable AI behaviors, establishing automated task patterns, or building autonomous c...
Query and analyze ACO pheromone graphs in Memgraph. Use for prime candidate queries, pheromone analysis, path validation, and convergence monitoring.
新しいSkillを作るときの必須セクション（入力/出力/禁止/検証/根拠）テンプレ。skill-builder が新規Skillを生成するときに参照する。
Skillの割当表（agent -> skills）を作るときのルール集。skill-assigner が mapping を更新するときに参照する。
Issue/要件を受けたら分解→担当割当→実装→検証→統合を回す手順。未整備なら /repo-init でbootstrap。
Guidelines for planning engineering tasks with precision and clarity. Use this skill when creating todo lists, breaking down complex engineering tasks, or designing implementation plans for software development...
Python development using the `uv` package manager. Use this skill when working with Python projects that use `uv` for dependency management, when initializing new Python projects, or when the user mentions `uv`...
State-of-the-art procedure for fixing bugs in software projects. Use this skill when a bug has been detected or declared by the user, agent, or another skill (not during early-stage work in progress). Enforces...
BackToBack/ByTheBooks (BTB) - An in-repo collaboration pattern for Human-AI engineering teams. Use this skill when working in repositories with a SPECS/ directory containing README.md, PROGRESS.md, and design d...
Enforce mature commit hygiene and documentation standards for long-lived projects. Trigger this skill automatically in ANY project before ANY commit creation, whether prompted by human, agent, or another skill;...
Your approach to handling backend tests. Use this skill when working on files where backend tests comes into play.
Your approach to handling global code organization. Use this skill when working on files where global code organization comes into play.
Your approach to handling global documentation. Use this skill when working on files where global documentation comes into play.
Your approach to handling global performance. Use this skill when working on files where global performance comes into play.
Your approach to handling global security. Use this skill when working on files where global security comes into play.
Your approach to handling frontend state management. Use this skill when working on files where frontend state management comes into play.
Your approach to handling global atomic design. Use this skill when working on files where global atomic design comes into play.
Your approach to handling backend deployment. Use this skill when working on files where backend deployment comes into play.
The Block Collection and Block Party are repositories for existing AEM blocks, build tools, code snippets, integration patterns, plugins, and more. Use this skill anytime you are developing something and want t...
Searches the aem.live documentation for information on features of the platform. Use this skill when you need more information about a feature, want guidance on how to implement a feature, and using existing to...
Universal MCP client for connecting to any MCP server. Bundle scripts/mcp-client.py with your skill to enable dynamic tool discovery and execution without context bloat. Use when creating skills that need MCP s...
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