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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

tool-quality-audit

aufrank

Audit tool integrations for deterministic behavior, error contracts, and logging before agents depend on them. Use when adding or updating tools or MCP servers.

GitHub

agent-workflow-playbook

aufrank

Guide plan → instrument → execute → validate with explicit checkpoints and questions. Use for ambiguous tasks or when enforcing a consistent agent workflow.

GitHub

tasks-cli

garymjr

Local-first tasks CLI for managing project work with dependencies, tags, priorities, and status. Use when adding, editing, or organizing tasks with the `tasks` command in a repo.

GitHub

pydev-workflow

luvisaisa

comprehensive 12-step project development workflow from initialization through deployment. use when starting a new project, continuing project development, or user mentions project steps, architecture planning,...

GitHub

pydev-feature

luvisaisa

6-step feature implementation workflow for building specific features, components, or modules. use when implementing features from todo lists, user requests feature work, or invoked by pydev-workflow step 07. h...

GitHub

project-audit

luvisaisa

comprehensive project analysis identifying issues, missing documentation, and improvement opportunities. use when reviewing codebase health, onboarding to existing project, or conducting code quality assessment...

GitHub

ralph

MedianAura

Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format...

GitHub

execute-ralph-task

MedianAura

Executes the next Ralph task from the project's PRD. Reads the current prd.json, finds the highest-priority incomplete task, implements it, and updates progress. Use when you want to autonomously complete one t...

GitHub

prompt-engineering

MedianAura

Generates optimized prompts for AI professional developers through interactive clarification. Asks targeted questions to refine requirements, saves tokens, and ensures reliable outputs. Use when seeking the bes...

GitHub

prd

MedianAura

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature,...

GitHub

commit-change

MedianAura

Creates a git commit following the project's commit message format specified in INSTRUCTIONS.md.

GitHub

conda-env-setup

fucheng830

This skill should be used when the user asks to "setup conda environment", "configure Python environment", "activate conda automatically", "set conda environment for workspace", or mentions conda environment ac...

GitHub

implement

acornsoft

Generate clean C# code, Markdown files, agents, prompts, skills in MacroFlow.

GitHub

pptx

acornsoft

Specialized skill for converting Markdown documents into PowerPoint presentations (PPTX) with support for Mermaid diagrams and branding. Use this when asked to generate PPTX from Markdown.

GitHub

plan

acornsoft

Choose architecture, patterns, tech stack, trade-offs in MacroFlow.

GitHub

tasks

acornsoft

Break into vertical slices, user stories, concrete tasks in MacroFlow.

GitHub

clarify

acornsoft

Refine user intent through questions and context gathering in MacroFlow.

GitHub

brand-guidelines

acornsoft

Applies Acornsoft's official brand colors and typography to any sort of artifact that may benefit from having Acornsoft's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or compa...

GitHub

document-generator

acornsoft

Specialized skill for converting Markdown documents into professional, branded formats includingPPTX, DOCX, PPT, DOC, PDF, HTML and processing Mermaid diagrams. Use this when asked to generate branded client do...

GitHub

constitution

acornsoft

Load and confirm core principles, guardrails, and project context for MacroFlow sessions.

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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