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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

identify-core-need

rafaelcalleja

This skill should be used when the user asks to "identify core need", "clarify requirements", "extract user intent", "validate distinctions", or when starting any research or analysis task that requires underst...

GitHub

extract-skill-from-conversation

rafaelcalleja

This skill should be used when the user asks to 'extract a skill from a conversation', 'convert conversation to skill', 'create skill from chat history', 'generate skill from session', or mentions extracting re...

GitHub

tbc-kicker-gitlab-cicd-generator

rafaelcalleja

This skill should be used when the user asks to "generate gitlab-ci.yml", "create GitLab CI pipeline", "configure GitLab CI/CD", "use To-Be-Continuous templates", "setup TBC templates", "create CI/CD for Python...

GitHub

component-research

rafaelcalleja

This skill should be used when the user asks to "evaluate if TBC covers a use case", "decide which TBC component to use", "check if a TBC template fits", "research TBC capabilities", "find the right TBC templat...

GitHub

code-analyzer

rafaelcalleja

This skill should be used when the user asks to "analyze code", "review code quality", "check code structure", "find code patterns", or mentions code analysis without making changes.

GitHub

multi-dockerfile-build

rafaelcalleja

This skill should be used when the user asks to "build multiple Dockerfiles", "compile varios dockerfiles", "multi-container build", "multiple Docker images in GitLab", "parallel Docker builds", "monorepo Docke...

GitHub

prompting

rafaelcalleja

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

GitHub

building-with-tbc

rafaelcalleja

This skill should be used when the user asks to "generate gitlab-ci.yml", "create GitLab CI pipeline", "configure GitLab CI/CD", "use To-Be-Continuous templates", "setup TBC templates", "create CI/CD for Python...

GitHub

rules-builder

rafaelcalleja

Use when the user wants to create, edit, list, or manage Claude Code rules in .claude/rules/. Provides guided elicitation to configure path-specific rules with proper YAML frontmatter and glob patterns. Can lis...

GitHub

to-be-cont

rafaelcalleja

Comprehensive documentation review and analysis of to-be-continuous GitLab CI/CD templates and framework architecture

GitHub

klondike-agent-workflow

ThomasRohde

Manage multi-session AI agent workflows using klondike CLI. Use when working on klondike-managed projects (those with .klondike/ directory), when starting/ending coding sessions, tracking features through lifec...

GitHub

tpm-report

urjitbhatia

Generate beautiful PDF status reports from tpm-mcp project data. Creates executive-ready project status reports with progress bars, milestones, and blockers. Requires Playwright MCP for PDF generation.

GitHub

flutter-pub

CANTAGESTUDIO

[Flutter] pub.dev package search skill. Quick package search, info lookup, version check, and dependency analysis. (project)

GitHub

aesthetic-pattern-miner

CANTAGESTUDIO

[Aesthetics] Extracts recurring visual patterns from references: contrast habits, shapes, density/whitespace balance, rhythm, textures. Produces Aesthetic Pattern Library as Data-Sheet nodes in Brain canvas.

GitHub

refactor-arch-hotspots

CANTAGESTUDIO

[Code Quality] Identifies architectural hotspots: high-churn files, coupling issues, layer violations, and dependency tangles. Use to find systemic issues that cause repeated bugs or slow development.

GitHub

task-add

CANTAGESTUDIO

[Task Mgmt] A Skill that adds new tasks with priority tags to Docs/Task/{StepName}_Task.md documents for multi-agent parallel development. AI agent MUST invoke this skill AUTOMATICALLY when (1) discovering new...

GitHub

refactor-git-plan

CANTAGESTUDIO

[Code Quality] Plans Git commit strategy for refactoring: branch naming, commit granularity, commit messages, and safe merge approach. Use to structure version control for reversible, reviewable changes.

GitHub

brain-organizer

CANTAGESTUDIO

[Utility] ⛔ MANDATORY skill for ANY Brain canvas operations. AI MUST invoke this skill BEFORE creating/modifying ANY files in Docs/Brain/. Failure to follow = broken canvas.

GitHub

ux-flow-diagram

CANTAGESTUDIO

[UI/UX] Visualizes user flows and screen transitions as ASCII diagrams. Represents navigation flows, user journeys, and screen-to-screen paths. Use when requesting 'flow diagram', 'user journey visualization',...

GitHub

flutter-obfuscate-docs

CANTAGESTUDIO

[Flutter] Flutter code obfuscation guide. Build commands, symbol files, stack trace deobfuscation, and limitations. (project)

GitHub

refactor-extract-and-isolate

CANTAGESTUDIO

[Code Quality] Extracts methods, classes, or modules to reduce complexity and improve isolation. Use when functions are too long, classes have too many responsibilities, or concerns are mixed.

GitHub

refactor-scan-tech-debt

CANTAGESTUDIO

[Code Quality] Scans codebase for technical debt indicators: code smells, complexity hotspots, duplications, outdated patterns, and anti-patterns. Use when starting a refactoring session to identify what needs...

GitHub

smart-rules

CANTAGESTUDIO

[Utility] Analyzes user prompts and efficiently loads only relevant rule documents. Auto-generates category-document mapping config file on first invocation by scanning project documents. Supports both automati...

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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