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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

writing-specifications

samjhecht

Use when creating technical specifications for features, systems, or architectural designs. Creates comprehensive specification documents using the Wrangler MCP issue management system with proper structure and...

GitHub

frontend-design

samjhecht

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...

GitHub

validating-roadmap

samjhecht

Validates specification consistency, identifies implementation gaps, reviews roadmap coherence. Ensures documentation aligns, tasks are realistic, and dependencies are clear.

GitHub

systematic-debugging

samjhecht

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...

GitHub

testing-skills-with-subagents

samjhecht

DEPRECATED - Use writing-skills instead. This skill has been consolidated into writing-skills which now contains both skill creation and testing methodology.

GitHub

finding-code-patterns

samjhecht

Finds similar implementations, usage examples, and existing patterns in the codebase - shows concrete code examples for modeling new work. Pattern librarian documenting what exists without judgment.

GitHub

finishing-a-development-branch

samjhecht

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by verifying work is complete (tests, requirements, code review, TDD...

GitHub

implement

samjhecht

Autonomously implement tasks from specs, plans, or issues using subagents with TDD and code review

GitHub

requesting-code-review

samjhecht

Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches code-review subagent to review implementation against plan or requirements before proceed...

GitHub

locating-code

samjhecht

Finds WHERE code lives in a codebase - locates files by topic/feature, categorizes by purpose, organizes findings. Super grep/glob/ls tool for navigating unfamiliar codebases.

GitHub

brainstorming

samjhecht

Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...

GitHub

managing-packages

tenzir

Create and manage Tenzir packages. Use during package development when creating parsers for log samples, adding user-defined operators, showcasing example pipelines, and writing integration tests.

GitHub

authoring

tenzir

Author documentation for Tenzir projects. Use when creating or updating tutorials, guides, explanations, reference, or integrations.

GitHub

styling-tenzir-ui

tenzir

Provides Tenzir design system tokens and component specifications. Use when building UI components, styling with CSS/Tailwind, choosing colors, typography, spacing, or implementing buttons, inputs, tags/badges,...

GitHub

diagramming

tenzir

Generate Excalidraw diagrams. Use when creating flowcharts, ER diagrams, sequence diagrams, block diagrams, or any .excalidraw files.

GitHub

writing-commit-messages

tenzir

Write git commit messages for Tenzir repositories. Use when committing changes, running git commit, drafting commit messages, detecting staged changes, or asking about commit format and subject lines.

GitHub

managing-plugins

tenzir

Create and maintain Claude Code plugins. Use when editing ANY file in the plugins/ directory (commands, skills, hooks, subagents, or config), bumping plugin versions, registering plugins in marketplace.json, cr...

GitHub

writing-programs

tenzir

Write TQL programs with documentation guidance. Use when writing TQL code, looking up operators or functions, asking about syntax, or building data pipelines.

GitHub

technical-writing

tenzir

Write clear technical documentation following Google's style guide. Use when writing docs, README files, API documentation, code comments, user guides, or asking about documentation style.

GitHub

following-conventions

tenzir

Tenzir Python coding standards and tooling setup. Use when writing python code, running ruff/mypy/pytest, encountering pyproject.toml/uv.lock, or setting up a new Python project.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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