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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

prd

battyejp

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

review-codex

ksato8710

Review code changes using Codex CLI. Use this skill when the user wants to review implemented code, uncommitted changes, or specific commits using the codex review command. Triggers on requests like "review my...

GitHub

mcp-skill-creator

nomyfan

Generate skills from MCP (Model Context Protocol) server tools. Use when the user wants to create a skill based on MCP tools, wrap MCP server functionality into a skill, or generate SKILL.md from MCP tool defin...

GitHub

commit-please

nomyfan

Intelligent git commit assistant that analyzes staged and unstaged changes in the current working directory, generates commit messages following Conventional Commits specification (conventionalcommits.org), and...

GitHub

antv-f2

mingng18

Use when building mobile-first visualization charts with AntV F2, creating JSX-based charts including line, bar, pie, area, scatter, radar, candlestick, gauge, treemap, or sunburst charts

GitHub

auto-linter

EffortlessMetrics

Run linters/formatters on changed files and apply safe, mechanical fixes. Use in Flow 3 and Flow 4.

GitHub

test-runner

EffortlessMetrics

Run the relevant tests for the current change and summarize results. Use in Flow 3 (Build) and optionally in Flow 4 (Gate).

GitHub

secrets-tools

EffortlessMetrics

Publish gate secrets scanning. Use for: safe_to_publish, scan for secrets, redact in-place. Determines publish gate status. Scan files for secrets (locations only - NEVER prints secret content). GitHub tokens,...

GitHub

runs-derive

EffortlessMetrics

Grep/wc replacement for .runs artifacts. Use for: count, extract, Machine Summary, receipt reading, marker counts. Null-safe counting (REQ/NFR/QID/RSK markers), YAML block parsing, BDD scenario counting. Determ...

GitHub

openq-tools

EffortlessMetrics

Open questions register. Use for: QID generation, OQ-SIG-001 format IDs, append questions, open_questions.md. Generate sequential QIDs, append questions with context. Use in clarifier when registering open ques...

GitHub

runs-index

EffortlessMetrics

Update index.json status. Use for: upsert index.json, update status/last_flow/updated_at. Deterministic writes - stable diffs, no creation. Use only in run-prep and *-cleanup agents. Invoke via bash .claude/scr...

GitHub

policy-runner

EffortlessMetrics

Run policy-as-code checks (e.g., OPA/Conftest) based on the policy_plan. Use in Flow 2 and Flow 4.

GitHub

dashboard-mail

HemSoft

V1.0 - Expert guidance for the Dashboard Mail module supporting Outlook, Gmail, and custom IMAP providers.

GitHub

frontend-debugging

HemSoft

Expert guidance for debugging Next.js, React, and Playwright applications with modern tools and best practices.

GitHub

theming

HemSoft

Expert guidance for creating, modifying, and managing themes in the Dashboard application.

GitHub

supabase

HemSoft

V1.0 - Supabase database management, security fixes, and advisor issue resolution for the Dashboard project.

GitHub

dotnet-api-documenter

aknagar

Adds OpenAPI standards (Swagger) documentation to .NET ASP.NET Core APIs with Scalar UI or Swagger UI. Configures Swashbuckle, generates OpenAPI specs, and sets up interactive API documentation endpoints.

GitHub

dotnet-dependency

aknagar

This skill should be used when investigating .NET project dependencies, understanding why packages are included, listing references, or auditing for outdated/vulnerable packages.

GitHub

dotnet-backend

aknagar

.NET/C# backend developer for ASP.NET Core APIs with Entity Framework Core. Builds REST APIs, minimal APIs, gRPC services, authentication with Identity/JWT, authorization, database operations, background servic...

GitHub

commit-message-helper

fankachang

Helps write Git commit messages following the Conventional Commits specification. Use this skill when the user asks to commit changes, write commit messages, or mentions git commits.

GitHub

custom-agent-builder

eyk

Guide the creation, review, and maintenance of VS Code Copilot Chat workspace custom agents (.agent.md) under `.github/agents/`, including intent discovery, guardrail writing, tool selection, and optional hando...

GitHub

vscode-extension-builder

eyk

Specialized knowledge for creating, configuring, testing, and publishing VS Code extensions. Use when creating a new VS Code extension from scratch, setting up extension infrastructure (package.json contributes...

GitHub

skill-name

eyk

[TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]

GitHub

skill-builder

eyk

Use this skill whenever the user mentions a skill or is creating/updating/reviewing SKILL.md or any file under skills (any language); ALWAYS read this SKILL.md first and treat it as the authoritative instructio...

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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