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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

project-logger

dudusoar

Manages project progress tracking and maintains a chronological log of completed tasks, decisions, and updates. Use when completing milestones, making architectural decisions, or documenting project evolution....

GitHub

skill-contract-generator

dudusoar

Generates evolution contracts for skills, defining what can be updated, what must remain stable, and how to extract knowledge. Use when creating new skills or formalizing update rules for existing skills. Adds...

GitHub

skill-updater

dudusoar

Updates skills during project work according to their contracts. Adds references, improves explanations, and refines examples while respecting skill boundaries. Use when discovering patterns, encountering edge...

GitHub

git-workflow

dudusoar

Quick reference for common Git commands and workflows. Use when working with version control, committing changes, managing branches, or resolving Git issues. Covers daily Git operations, branching strategies, a...

GitHub

skill-analyzer

dudusoar

Analyzes project requirements in CLAUDE.md and identifies relevant skills from SkillOS library. Populates the "Available Skills" section with indexed skills and usage guidance, and the "Missing Skills" section...

GitHub

file-info

swtch1

Provides detailed file statistics including lines, size, and modification time when user asks for file info or stats

GitHub

architecture-docs

shadowX4fox

Use this skill when creating, updating, or maintaining ARCHITECTURE.md files, when users ask about "my architecture documentation" or "architecture", when generating presentations/slides/PowerPoint from archite...

GitHub

architecture-readiness

shadowX4fox

Use this skill to create Product Owner Specifications documenting business requirements before architecture design

GitHub

faf-migrate

Wolfe-Jam

Migrate old project.faf formats to current IANA-registered version (3.0.0+). Upgrades from legacy formats, adds required fields, preserves existing content. Use when user has old FAF file, sees format version w...

GitHub

wjttc-tester

Wolfe-Jam

F1-inspired software testing expert. Tests any software with championship-grade standards and writes detailed WJTTC reports. Use when testing code, finding bugs, validating functionality, performing edge case a...

GitHub

faf-expert

Wolfe-Jam

Expert in .faf (Foundational AI-context Format) files for persistent project context. Use when working with .faf files, project DNA, CLAUDE.md bi-sync, faf-cli commands, MCP server configuration, or AI-readines...

GitHub

faf-teacher

Wolfe-Jam

Explain what FAF is, why it matters, and how it works when user asks about FAF, project context, AI-readiness, The Reading Order, or persistent context. Use when user says "what is FAF", "explain project.faf",...

GitHub

faf-git

Wolfe-Jam

Basic Git practices for project.faf files - committing, sharing, and .gitignore patterns. NOT a full GitHub guide. Use when user asks "should I commit project.faf", "add to Git", "share on GitHub", or needs bas...

GitHub

faf-validate

Wolfe-Jam

Validate project.faf format compliance with IANA-registered application/vnd.faf+yaml specification. Checks YAML syntax, required fields, format version, and best practices. Use when user asks "validate my FAF",...

GitHub

faf-init

Wolfe-Jam

Initialize project.faf files when starting new projects, when user asks to set up AI context, create project DNA, or needs persistent context. Automatically detects project type (React, TypeScript, Next.js, Sve...

GitHub

n8n-debugger

Wolfe-Jam

Expert in debugging and fixing broken n8n workflows. Use when troubleshooting workflow errors, fixing failed executions, resolving expression issues, debugging HTTP requests, handling credential problems, or op...

GitHub

faf-score

Wolfe-Jam

Calculate AI-readiness score (0-100%) for any project with project.faf file. Shows Podium tier (Trophy/Gold/Silver/Bronze), identifies strengths and gaps, provides improvement roadmap. Use when user asks "what'...

GitHub

faf-format-validator

Wolfe-Jam

Validate both YAML frontmatter formats (SKILL.md for Claude Code) and IANA-registered project.faf formats. Use when user asks "validate my skill", "check YAML format", "is my SKILL.md correct", or needs to veri...

GitHub

faf-enhance

Wolfe-Jam

Improve project.faf AI-readiness score through guided enhancements. Identifies missing sections, suggests improvements, helps reach next Podium tier (Bronze→Silver→Gold→Trophy). Use when user asks "improve my s...

GitHub

n8n-builder

Wolfe-Jam

Expert in building n8n workflows from scratch. Use when creating new n8n workflows, adding nodes, connecting APIs, setting up webhooks, transforming data, or implementing automation patterns. Focuses on workflo...

GitHub

faf-platforms

Wolfe-Jam

Understand where FAF works - Claude Code (CLI + Skills), claude-faf-mcp (Desktop + MCP), vs claude.ai (web - file upload only). Explains faf-cli vs MCP differences, when to use each platform. Use when user asks...

GitHub

faf-docs

Wolfe-Jam

Access FAF documentation, guides, and resources. Answers questions about The Reading Order, IANA registration, Podium scoring, format specification, and best practices. Use when user asks "how does FAF work", "...

GitHub

faf-sync

Wolfe-Jam

Keep project.faf and CLAUDE.md in bidirectional sync using Context-Mirroring technology (8ms bi-sync). Maintains consistency between project DNA (project.faf) and workflow instructions (CLAUDE.md). Use when use...

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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