Browse Skills

Code review workflow

code-review-and-quality

A reusable review checklist for asking an agent to inspect code quality before merge.

• Reviewing a feature, bug fix, or refactor before merge
• Checking another agent's code for correctness and safety issues
• Turning vague review requests into actionable findings

This skill turns code review into a repeatable agent workflow. It tells the agent when to review, which quality axes to inspect, and how to produce actionable findings. Use it after a feature, bug fix, refactor, or another agent's code change before you merge.

Detail GitHub

Cloud platform workflow

azure-skills

A Microsoft skill bundle for grounding Azure and Foundry agent work in official docs and validation steps.

• Building with Azure SDKs or Microsoft Foundry
• Keeping an agent aligned with Microsoft cloud docs
• Checking cloud changes before prepare, validate, or deploy work

This is an official Microsoft skills catalog for Azure and Foundry work. It helps an agent use Microsoft docs and platform-specific workflow steps instead of generic cloud advice. Use it only when the project is actually on Azure and account permissions, cost, and rollback paths are clear.

Detail GitHub

Technical writing workflow

blog-writing-guide

A writing guide skill for shaping Sentry-style engineering blog drafts and reviews.

• Drafting or reviewing a technical blog post
• Studying how a team encodes editorial voice for agents
• Adapting a company-specific writing workflow into your own guide

This skill captures Sentry's engineering blog writing expectations for an agent. It covers voice, structure, technical claims, titles, openings, and editorial review checks. Use it as a reference unless you are writing for Sentry or have rewritten the voice rules for your own team.

Detail GitHub

Planning workflow

spec-driven-development

A gated spec-first workflow for turning vague product requests into reviewable implementation tasks.

• Starting a new feature when requirements are incomplete
• Making assumptions, success criteria, and boundaries explicit before code
• Breaking a validated spec into ordered implementation tasks

This skill asks an agent to write and validate a specification before implementation. It separates specify, plan, tasks, and implementation so hidden assumptions surface early. Use it when a change is broad enough that coding first would turn product uncertainty into code churn.

Detail GitHub

Testing workflow

test-driven-development

A red-green-refactor workflow for making an agent prove behavior before changing code.

• Implementing new logic with an executable behavior contract
• Reproducing a bug before fixing it
• Protecting existing behavior while refactoring

This skill makes tests the starting point rather than an afterthought. It asks the agent to write a failing test, make it pass with minimal code, and refactor only while tests stay green. Use it for behavior changes or bug fixes where proof matters more than a quick patch.

Detail GitHub

Browser QA workflow

browser-testing-with-devtools

A runtime browser verification skill for checking UI, console, network, and performance evidence.

• Verifying UI changes in a real browser
• Diagnosing layout, console, network, or performance issues
• Capturing screenshots and runtime evidence after a frontend fix

This skill gives an agent live browser eyes through Chrome DevTools MCP. It focuses on reproducing the issue, inspecting DOM, console, network, and performance data, then verifying the rendered result. Use it when static code inspection is not enough to prove what the user will see.

Detail GitHub

Debugging workflow

debugging-and-error-recovery

A stop-the-line debugging workflow for reproducing, localizing, fixing, and guarding failures.

• Investigating failing tests, broken builds, or runtime bugs
• Separating root cause fixes from symptom patches
• Recovering from unexpected errors without compounding changes

This skill tells the agent to stop feature work when something breaks. It preserves evidence, reproduces the failure, narrows the cause, fixes the root issue, and adds a guard. Use it when a build, test, browser flow, or production symptom does not match expectations.

Detail GitHub

Security workflow

security-and-hardening

A threat-model-first workflow for hardening user input, auth, data, and external integrations.

• Reviewing features that touch untrusted input or sensitive data
• Adding guardrails around auth, storage, APIs, webhooks, or LLM output
• Turning security review into concrete abuse cases and controls

This skill makes security a design constraint rather than a final checklist. It maps trust boundaries, names assets, runs STRIDE-style questions, and separates always, ask-first, and never rules. Use it before an agent changes auth, data storage, external integrations, or any user-controlled surface.

Detail GitHub

Performance workflow

performance-optimization

A measure-first optimization workflow for fixing proven bottlenecks without premature complexity.

• Investigating slow pages, APIs, interactions, or Core Web Vitals regressions
• Adding before-and-after measurements to performance work
• Choosing targeted fixes for bundle, rendering, query, or caching bottlenecks

This skill tells the agent to measure before optimizing. It establishes a baseline, identifies the actual bottleneck, fixes the specific issue, measures again, and adds a guard. Use it when performance is part of the requirement or when monitoring and runtime evidence point to a real regression.

Detail GitHub

Skill authoring workflow

skill-writer

A source-backed workflow for creating, improving, registering, and validating agent skills.

• Writing a new SKILL.md from source material
• Improving an existing skill from examples or regressions
• Choosing references, validation checks, and registration steps for a skill package

This skill gives an agent a canonical workflow for skill creation and maintenance. It routes create, update, synthesis, iteration, authoring, description optimization, and validation into ordered passes. Use it when the output is an agent skill artifact rather than a generic prompt or documentation page.

Detail GitHub

Engineering workflow

API And Interface Design

API And Interface Design is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the API And Interface Design skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

API And Interface Design is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

CI CD And Automation

CI CD And Automation is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the CI CD And Automation skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

CI CD And Automation is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Code Simplification

Code Simplification is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Code Simplification skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Code Simplification is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Context Engineering

Context Engineering is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Context Engineering skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Context Engineering is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Deprecation And Migration

Deprecation And Migration is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Deprecation And Migration skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Deprecation And Migration is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Documentation And ADRS

Documentation And ADRS is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Documentation And ADRS skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Documentation And ADRS is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Doubt Driven Development

Doubt Driven Development is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Doubt Driven Development skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Doubt Driven Development is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Frontend UI Engineering

Frontend UI Engineering is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Frontend UI Engineering skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Frontend UI Engineering is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Git Workflow And Versioning

Git Workflow And Versioning is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Git Workflow And Versioning skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Git Workflow And Versioning is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Idea Refine

Idea Refine is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Idea Refine skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Idea Refine is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Incremental Implementation

Incremental Implementation is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Incremental Implementation skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Incremental Implementation is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Interview Me

Interview Me is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Interview Me skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Interview Me is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Planning And Task Breakdown

Planning And Task Breakdown is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Planning And Task Breakdown skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Planning And Task Breakdown is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Shipping And Launch

Shipping And Launch is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Shipping And Launch skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Shipping And Launch is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Source Driven Development

Source Driven Development is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Source Driven Development skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Source Driven Development is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Using Agent Skills

Using Agent Skills is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Using Agent Skills skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Using Agent Skills is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Agents MD

Agents MD is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Agents MD skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Agents MD is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Claude Settings Audit

Claude Settings Audit is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Claude Settings Audit skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Claude Settings Audit is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Code Review

Code Review is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Code Review skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Code Review is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Code Simplifier

Code Simplifier is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Code Simplifier skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Code Simplifier is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Commit

Commit is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Commit skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Commit is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Create Branch

Create Branch is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Create Branch skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Create Branch is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Django Access Review

Django Access Review is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Django Access Review skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Django Access Review is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Django Perf Review

Django Perf Review is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Django Perf Review skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Django Perf Review is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Doc Coauthoring

Doc Coauthoring is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Doc Coauthoring skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Doc Coauthoring is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Document API Endpoint

Document API Endpoint is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Document API Endpoint skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Document API Endpoint is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Find Bugs

Find Bugs is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Find Bugs skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Find Bugs is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

GH Review Requests

GH Review Requests is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the GH Review Requests skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

GH Review Requests is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

GHA Security Review

GHA Security Review is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the GHA Security Review skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

GHA Security Review is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Iterate PR

Iterate PR is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Iterate PR skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Iterate PR is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

PR Writer

PR Writer is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the PR Writer skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

PR Writer is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Presentation Creator

Presentation Creator is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Presentation Creator skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Presentation Creator is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Prompt Optimizer

Prompt Optimizer is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Prompt Optimizer skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Prompt Optimizer is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Replay UX Research

Replay UX Research is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Replay UX Research skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Replay UX Research is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Security Review

Security Review is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Security Review skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Security Review is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Skill Scanner

Skill Scanner is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Skill Scanner skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Skill Scanner is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Triage Frontend Issues

Triage Frontend Issues is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Triage Frontend Issues skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Triage Frontend Issues is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Team workflow

Typing Exclusion Worker

Typing Exclusion Worker is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Typing Exclusion Worker skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Typing Exclusion Worker is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Skill discovery workflow

Find Skills

Find Skills is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the Find Skills skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

Find Skills is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Fabric workflow

E2e Medallion Architecture

E2e Medallion Architecture is a source-backed agent skill brief with a public SKILL.md trigger, workflow, and verification guidance.

• Understand when to use the E2e Medallion Architecture skill before opening the full source.
• Ask an agent to apply the linked workflow to a small, reversible task.
• Review the original SKILL.md and repository evidence before adopting the skill.

E2e Medallion Architecture is an agent-readable workflow backed by a public SKILL.md. It gives the agent reusable instructions, trigger guidance, and source evidence. Use this brief as a starting point, then verify the upstream skill before production use.

Detail GitHub

Engineering workflow

Observability And Instrumentation

Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.

• Give an agent a reusable workflow for observability and instrumentation.
• Review whether a task needs the Observability And Instrumentation skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Observability And Instrumentation is an agent-readable workflow from addyosmani/agent-skills for observability and instrumentation. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating observability and instrumentation as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Team workflow

Brand Guidelines

Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers both Plain Speech (default) and Sentry Voice tones.

• Give an agent a reusable workflow for brand guidelines.
• Review whether a task needs the Brand Guidelines skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Brand Guidelines is an agent-readable workflow from getsentry/skills for brand guidelines. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating brand guidelines as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Team workflow

PR Link Issue

Append a GitHub issue link and its Linear ticket to the current PR's description. Use when asked to "link issue to pr", "fill in issue and linear in pr", "add issue refs to pr", or when given a GitHub issue URL and asked to attach it to the current PR. Resolves the Linear ticket automatically from the issue's linear-linkback comment.

• Give an agent a reusable workflow for pr link issue.
• Review whether a task needs the PR Link Issue skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

PR Link Issue is an agent-readable workflow from getsentry/skills for pr link issue. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating pr link issue as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Team workflow

Sred Project Organizer

Take a list of projects and their related documentation, and organize them into the SRED format for submission.

• Give an agent a reusable workflow for sred project organizer.
• Review whether a task needs the Sred Project Organizer skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Sred Project Organizer is an agent-readable workflow from getsentry/skills for sred project organizer. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating sred project organizer as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Team workflow

Sred Work Summary

Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.

• Give an agent a reusable workflow for sred work summary.
• Review whether a task needs the Sred Work Summary skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Sred Work Summary is an agent-readable workflow from getsentry/skills for sred work summary. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating sred work summary as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Activator Authoring Cli

Create alerts, notifications, and automated actions on Fabric data and events via Fabric REST API and `az rest` CLI. **Invoke this skill** whenever the user wants to: (1) create, update, or delete an alert or notification flow, (2) send a Teams message, email, or run a Fabric item when something happens, (3) connect alert logic to Eventhouse, Eventstream, Real-time Hub, or DTB / Ontology data, (4) adjust thresholds, filters, event triggers, or actions, (5) troubleshoot or change an existing Activator/Reflex definition. Invoke this skill **before** asking clarifying questions — clarification is part of this skill, not a preamble to it. Triggers: "create an alert", "create an activator", "create a reflex", "create an activator item", "create an alert item", "notify me when", "let me know when", "take action when", "send me an email when", "send a teams message when", "run a pipeline when", "update an alert", "delete an alert", "activator rule".

• Give an agent a reusable workflow for activator authoring cli.
• Review whether a task needs the Activator Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Activator Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for activator authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating activator authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Activator Consumption Cli

Inspect existing alerts, notifications, and automated actions in Fabric via read-only REST API calls using `az rest` CLI. **Invoke this skill** whenever the user wants to: (1) list existing alerts in a workspace, (2) inspect how an alert or notification is configured, (3) read and decode an Activator/Reflex definition (ReflexEntities.json), (4) list rules, sources, and actions behind an alert, (5) understand why an alert fires or what action it takes. **Invoke this skill before answering questions** about an Activator/Reflex item in a Fabric workspace — the listing, lookup, and decoding workflows are part of this skill, not preamble to it. Triggers: "show my alerts", "what alerts do I have", "inspect this alert", "show me the rule", "show me the action", "show me the source", "get reflex definition", "list activators", "list alerts", "list reflex items", "show activator items", "activator details", "find activator named".

• Give an agent a reusable workflow for activator consumption cli.
• Review whether a task needs the Activator Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Activator Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for activator consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating activator consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Check Updates

Check for skills-for-fabric marketplace updates at session start. Compares local version against GitHub releases and shows changelog if updates are available. Use when the user wants to: (1) check for skill updates, (2) see what's new in skills-for-fabric, (3) verify current version. Triggers: "check for updates", "am I up to date", "what version", "update skills", "show changelog".

• Give an agent a reusable workflow for check updates.
• Review whether a task needs the Check Updates skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Check Updates is an agent-readable workflow from microsoft/skills-for-fabric for check updates. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating check updates as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Databricks Migration

Port Databricks notebooks and jobs to Microsoft Fabric. Provides an exhaustive dbutils to notebookutils substitution table: fs operations (mount removal via OneLake Shortcuts), secret scope to Key Vault URL conversion, notebook run and exit, widget replacement with parameter-tagged cells, and library install replacement with Fabric Environments. Covers Unity Catalog three-level namespace reduction to Lakehouse two-level schemas, DBFS path conversion to OneLake, Databricks Jobs to Spark Job Definitions, MLflow tracking URI removal, and Photon to Native Execution Engine substitution. Use when the user wants to: (1) replace dbutils with notebookutils, (2) collapse Unity Catalog namespaces to Lakehouse schemas, (3) convert Databricks Jobs or Delta Live Tables. Triggers: "migrate from databricks", "databricks to fabric", "dbutils to notebookutils", "dbutils fabric", "unity catalog migration", "dbfs to onelake", "databricks notebook migration", "delta live tables fabric", "photon native execution".

• Give an agent a reusable workflow for databricks migration.
• Review whether a task needs the Databricks Migration skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Databricks Migration is an agent-readable workflow from microsoft/skills-for-fabric for databricks migration. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating databricks migration as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Dataflows Authoring Cli

Create, update, delete, and refresh Fabric Dataflows Gen2 via write-side CLI against Fabric Items and Connections APIs. Builds mashup.pq + queryMetadata definitions, triggers parameterized refreshes, manages connections, and configures output destinations (Lakehouse, Warehouse, ADX, Azure SQL). Includes preview-driven authoring loop (executeQuery + customMashupDocument). For executing saved queries or reading refresh status, use `dataflows-consumption-cli`. Triggers: "create dataflow", "update dataflow", "delete dataflow", "trigger dataflow refresh", "refresh dataflow", "preview Power Query M", "preview mashup", "preview before save", "iterate dataflow M", "create Fabric data source connection", "create dataflow connection", "bind connection", "list supportedConnectionTypes", "dataflow output destination", "dataflow write to lakehouse", "dataflow write to warehouse", "dataflow write to ADX", "DataDestinations annotation", "author dataflow".

• Give an agent a reusable workflow for dataflows authoring cli.
• Review whether a task needs the Dataflows Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Dataflows Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for dataflows authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating dataflows authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Dataflows Consumption Cli

Monitor, inspect, and query saved Fabric Dataflows Gen2 via read-only CLI. List dataflows, decode base64 definitions (mashup.pq, queryMetadata.json, .platform), discover parameters, retrieve refresh status and job history, classify queries by staging, and execute queries against saved dataflows via the read-side `executeQuery` mashup engine (Arrow IPC response). Three executeQuery read modes: (a) execute a persisted query by QueryName, (b) run an ad-hoc read-only customMashupDocument **with no intent to persist**, (c) parse and render Arrow results. For previewing candidate M before persisting via updateDefinition, use `dataflows-authoring-cli`. Triggers: "list dataflows", "inspect dataflow", "decode dataflow definition", "dataflow parameters", "dataflow refresh status", "refresh history", "last refresh status", "dataflow job history", "execute dataflow query", "executeQuery saved query", "executeQuery fetch rows", "ad-hoc dataflow query", "parse Arrow response", "Arrow IPC", "dataflow staging analysis".

• Give an agent a reusable workflow for dataflows consumption cli.
• Review whether a task needs the Dataflows Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Dataflows Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for dataflows consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating dataflows consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Dataflows Save As Authoring Cli

Assess, plan, and execute dataflow Gen1 → Gen2.1 CI/CD save-as operations via CLI (az rest / curl) against Power BI REST and Fabric REST APIs. Scan workspaces or entire tenants for Gen1 dataflows, evaluate save-as readiness with seven risk signals (incremental refresh, BYOSA storage, Power Automate triggers, pipeline dependencies, linked entities, DirectQuery, caller-not-owner), produce a Save-As Readiness Snapshot (markdown + JSON), and invoke the SaveAsNativeArtifact API to create upgraded Gen2.1 copies of Gen1 dataflows. **Invoke this skill** whenever the user wants to: (1) discover Gen1 dataflows in a workspace or tenant, (2) assess save-as readiness and risk signals, (3) upgrade or migrate Gen1 into a Gen2.1 copy, (4) validate post-save-as data integrity, (5) detect residual Gen1 references. Triggers: "save Gen1 dataflow", "convert dataflow Gen1", "upgrade dataflow", "migrate dataflow", "dataflow readiness", "Gen1 to Gen2", "dataflow save-as assessment", "saveAsNativeArtifact", "dataflow save-as scan".

• Give an agent a reusable workflow for dataflows save as authoring cli.
• Review whether a task needs the Dataflows Save As Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Dataflows Save As Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for dataflows save as authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating dataflows save as authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Eventhouse Authoring Cli

Execute KQL management commands (table management, ingestion, policies, functions, materialized views) against Fabric Eventhouse and KQL Databases via CLI. Use when the user wants to: 1. Create or alter KQL tables, columns, or functions 2. Ingest data into an Eventhouse (inline, from storage, streaming) 3. Configure retention, caching, or partitioning policies 4. Create or manage materialized views and update policies 5. Manage data mappings for ingestion pipelines 6. Deploy KQL schema via scripts Triggers: "create kql table", "kql ingestion", "ingest into eventhouse", "kql function", "materialized view", "kql retention policy", "eventhouse schema", "kql authoring", "create eventhouse table", "kql mapping".

• Give an agent a reusable workflow for eventhouse authoring cli.
• Review whether a task needs the Eventhouse Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Eventhouse Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for eventhouse authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating eventhouse authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Eventhouse Consumption Cli

Run KQL queries against Fabric Eventhouse for real-time intelligence and time-series analytics using `az rest` against the Kusto REST API. Covers KQL operators (where, summarize, join, render), Eventhouse schema discovery (.show tables), time-series patterns with bin(), and ingestion monitoring. Use when the user wants to: 1. Run read-only KQL queries against an Eventhouse or KQL Database 2. Discover Eventhouse table schema and metadata 3. Analyse real-time or time-series data with KQL operators 4. Monitor ingestion health and active KQL queries 5. Export KQL results to JSON Triggers: "kql query", "kusto query", "eventhouse query", "kql database", "real-time intelligence", "time-series kql", "query eventhouse", "explore eventhouse", "show tables kql".

• Give an agent a reusable workflow for eventhouse consumption cli.
• Review whether a task needs the Eventhouse Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Eventhouse Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for eventhouse consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating eventhouse consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Eventstream Authoring Cli

Create, wire, and publish Microsoft Fabric Eventstream real-time event streaming topologies via the Fabric Items REST API. Build graph-based definitions with 25 source types (Event Hubs, IoT Hub, CDC connectors, Kafka, SampleData), 8 transformation operators (Filter, Aggregate, GroupBy, Join, ManageFields, Union, Expand, SQL), 4 destination types (Lakehouse Delta, Eventhouse, Activator, Custom Endpoint), and DefaultStream/DerivedStream routing. Use when the user wants to: (1) author or publish an Eventstream topology, (2) add CDC sources with SQL-based Debezium payload flattening, (3) assemble multi-table fan-out routing, (4) modify or delete Eventstream definitions. Triggers: "create eventstream", "deploy eventstream", "design eventstream topology", "CDC source", "eventstream operator", "real-time ingestion pipeline", "eventstream definition", "update eventstream".

• Give an agent a reusable workflow for eventstream authoring cli.
• Review whether a task needs the Eventstream Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Eventstream Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for eventstream authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating eventstream authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Eventstream Consumption Cli

List, inspect, and monitor Microsoft Fabric Eventstream real-time event ingestion pipelines via the Fabric Items REST API. Discover Eventstreams across workspaces, decode base64-encoded graph topologies to trace event flow from source through operators to destination nodes. Validate source connection IDs, destination wiring, retention policies (1-90 days), and throughput levels. Use when the user wants to: (1) list or search Eventstreams in a workspace, (2) decode and trace graph topology from source to destination, (3) validate source and destination configurations, (4) check retention and throughput settings. Triggers: "list eventstreams", "show eventstream", "inspect eventstream", "explain eventstream", "eventstream health", "monitor eventstream", "describe eventstream", "check eventstream configuration", "eventstream retention".

• Give an agent a reusable workflow for eventstream consumption cli.
• Review whether a task needs the Eventstream Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Eventstream Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for eventstream consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating eventstream consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Fabriciq

Answer business questions by querying Power BI reports and dashboards through the FabricIQ MCP endpoint. Orchestrates: discover Power BI artifacts, inspect report/model schemas, resolve entity values, generate DAX, execute queries. Returns plain-language answers from Power BI semantic models. Use when the user asks a natural-language question about Power BI report or dashboard content (not raw DAX). Triggers: "ask power bi", "PBI question", "discover report", "report data", "dashboard data", "what are the top", "show me the power bi data", "which products sold", "compare sales in report".

• Give an agent a reusable workflow for fabriciq.
• Review whether a task needs the Fabriciq skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Fabriciq is an agent-readable workflow from microsoft/skills-for-fabric for fabriciq. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating fabriciq as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Hdinsight Migration

Port Azure HDInsight Spark clusters and Hive workloads to Microsoft Fabric. Removes legacy HiveContext and standalone SparkContext constructors, replacing them with the pre-instantiated SparkSession. Converts WASB and ABFS storage paths to OneLake abfss URLs via Shortcuts. Transforms Hive DDL (STORED AS ORC, external tables) to Delta Lake schemas inside Fabric Lakehouse. Maps Oozie workflow actions — spark, hive, shell, sqoop, coordinator — to Fabric Pipeline activities and schedule triggers. Introduces notebookutils for file and credential operations previously handled via subprocess or HDFS client calls. Use when the user wants to: (1) retire an HDInsight cluster and move to Fabric, (2) convert WASB paths or Hive DDL, (3) replace Oozie coordinators with Fabric Pipelines. Triggers: "migrate from hdinsight", "hdi to fabric", "hivecontext sparksession fabric", "wasb to onelake", "hive ddl to delta", "oozie to fabric pipelines", "hive metastore lakehouse", "hdinsight spark migration".

• Give an agent a reusable workflow for hdinsight migration.
• Review whether a task needs the Hdinsight Migration skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Hdinsight Migration is an agent-readable workflow from microsoft/skills-for-fabric for hdinsight migration. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating hdinsight migration as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Powerbi Report Authoring

Create and modify Power BI report files in PBIR/PBIP format using the `powerbi-report-author` and `powerbi-desktop` CLIs. Use when the user wants to: (1) implement an approved report spec or design brief, (2) add or edit pages, visuals, filters, slicers, bookmarks, themes, or formatting, (3) validate PBIR and verify rendering in Power BI Desktop. For open-ended visual design, use `powerbi-report-design` first. For end-to-end requirements and approval workflow, use `powerbi-report-planning` first. Triggers: "edit PBIR", "create Power BI report page", "add visual to PBIP", "format report visual", "validate Power BI report", "reload Desktop screenshot", "implement an approved PBIP report spec", "edit PBIR pages/visuals".

• Give an agent a reusable workflow for powerbi report authoring.
• Review whether a task needs the Powerbi Report Authoring skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Powerbi Report Authoring is an agent-readable workflow from microsoft/skills-for-fabric for powerbi report authoring. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating powerbi report authoring as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Powerbi Report Design

Generate Power BI report visual design guidance before PBIR files are written. Use when the user wants to: (1) choose tone, signature, page archetypes, chart types, layout, color, typography, theme direction, or accessibility approach, (2) redesign/restyle an existing report, apply a brand, or critique chart/layout choices, (3) produce a design contract for `powerbi-report-authoring`. For end-to-end requirements, approval, and build sequencing, use `powerbi-report-planning`. Triggers: "design Power BI report", "make dashboard look professional", "choose chart type", "apply brand to report", "redesign report", "create design brief".

• Give an agent a reusable workflow for powerbi report design.
• Review whether a task needs the Powerbi Report Design skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Powerbi Report Design is an agent-readable workflow from microsoft/skills-for-fabric for powerbi report design. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating powerbi report design as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Powerbi Report Management

Manage Power BI report workspace items in Microsoft Fabric via `az rest` CLI against the Fabric REST API. Use when the user wants to: (1) create reports from PBIR definitions, (2) get or download report definitions, (3) update report definitions or properties, (4) list workspace reports, (5) delete reports. For report layout authoring (pages, visuals, filters, formatting), use `powerbi-report-authoring`. Triggers: upload Power BI report, download PBIR definition, publish Power BI report to Fabric, manage Power BI reports.

• Give an agent a reusable workflow for powerbi report management.
• Review whether a task needs the Powerbi Report Management skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Powerbi Report Management is an agent-readable workflow from microsoft/skills-for-fabric for powerbi report management. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating powerbi report management as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Powerbi Report Planning

Build a guided requirements-to-implementation workflow for new Power BI reports and dashboards from semantic models, datasets, or PBIP projects. Use when the user wants to: (1) plan then implement a report, (2) define audience, scope, page plan, design direction, dependencies, and delivery target, (3) create a locked report spec with approval before PBIR authoring. For direct edits to existing report files, use `powerbi-report-authoring`. For design-only critique or redesign, use `powerbi-report-design`. Triggers: "build me a dashboard", "create a new report", "plan then implement", "define and build Power BI report", "walk me through creating a report".

• Give an agent a reusable workflow for powerbi report planning.
• Review whether a task needs the Powerbi Report Planning skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Powerbi Report Planning is an agent-readable workflow from microsoft/skills-for-fabric for powerbi report planning. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating powerbi report planning as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Search Consumption Cli

Find and discover Microsoft Fabric items across workspaces when the workspace is unknown. Use when the user wants to: (1) find an item by name across workspaces, (2) list items of specific type across workspaces, (3) identify which workspace contains an item, (4) return item/workspace IDs for downstream API calls. Triggers: "which workspace has", "where is", "what items do I have", "do I have", "find item", "find all items", "search for item", "discover items", "find across workspaces".

• Give an agent a reusable workflow for search consumption cli.
• Review whether a task needs the Search Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Search Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for search consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating search consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Semantic Model Authoring

Develops and manages Power BI semantic models across Desktop, PBIP projects, and Fabric Service. Handles: (1) creating new models (Import, DirectQuery, Direct Lake), (2) editing existing models (e.g. measures, tables, columns, relationships), (3) deploying models to Fabric workspaces, (4) working with PBIP project files, (5) refreshing semantic models, (6) configuring data sources and permissions, (7) DAX performance optimization. Supports both Power BI Desktop and Fabric Service development workflows. For read-only DAX queries, use `semantic-model-consumption`. Does NOT handle report layout/visual authoring, workspace administration, or RLS/OLS role membership management. Triggers: "create semantic model", "edit semantic model", "add a DAX measure to semantic model", "refresh semantic model", "set semantic model permissions", "Prepare semantic model for AI/Copilot".

• Give an agent a reusable workflow for semantic model authoring.
• Review whether a task needs the Semantic Model Authoring skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Semantic Model Authoring is an agent-readable workflow from microsoft/skills-for-fabric for semantic model authoring. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating semantic model authoring as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Semantic Model Consumption

Execute raw DAX queries and inspect metadata of Microsoft Fabric Power BI semantic models via the MCP server ExecuteQuery tool. Use when the user already knows the DAX to write, wants to run EVALUATE statements, or needs to inspect model metadata (tables, columns, measures, relationships, hierarchies) using INFO functions. For natural-language business questions (where you generate the DAX), use `fabriciq`. For creating, deploying, or managing semantic model definitions, use `semantic-model-authoring`. Triggers: "run DAX query", "execute EVALUATE", "semantic model metadata", "list semantic model tables", "INFO.VIEW.TABLES", "get measure expression", "DAX against", "query the model".

• Give an agent a reusable workflow for semantic model consumption.
• Review whether a task needs the Semantic Model Consumption skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Semantic Model Consumption is an agent-readable workflow from microsoft/skills-for-fabric for semantic model consumption. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating semantic model consumption as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Spark Authoring Cli

Develop Microsoft Fabric Spark/data engineering workflows and write code in Fabric Notebook cells with intelligent routing to specialized resources. Provides workspace/lakehouse management, notebook code authoring (PySpark, Scala, SparkR, SQL), and routes to: data engineering patterns, development workflow, or infrastructure orchestration. Use when the user wants to: (1) manage Fabric workspaces and resources, (2) write or debug code in notebook cells, (3) use notebookutils, (4) develop notebooks and PySpark applications, (5) design data pipelines, (6) provision infrastructure as code. Triggers: "develop notebook", "data engineering", "workspace setup", "pipeline design", "infrastructure provisioning", "Delta Lake patterns", "Spark development", "lakehouse configuration", "write notebook code", "notebookutils", "notebook cell", "PySpark notebook", "%%sql cell", "%%configure", "fabric notebook", "run notebook", "notebook deployment".

• Give an agent a reusable workflow for spark authoring cli.
• Review whether a task needs the Spark Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Spark Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for spark authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating spark authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Spark Consumption Cli

Analyze lakehouse data interactively using Fabric Lakehouse Livy API sessions and PySpark/Spark SQL for advanced analytics, DataFrames, cross-lakehouse joins, Delta time-travel, and unstructured/JSON data. Use when the user explicitly asks for PySpark, Spark DataFrames, Livy sessions, or Python-based analysis — NOT for simple SQL queries. Triggers: "PySpark", "Spark SQL", "analyze with PySpark", "Spark DataFrame", "Livy session", "lakehouse with Python", "PySpark analysis", "PySpark data quality", "Delta time-travel with Spark".

• Give an agent a reusable workflow for spark consumption cli.
• Review whether a task needs the Spark Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Spark Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for spark consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating spark consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Spark Operations Cli

Diagnose failed Spark jobs, unhealthy Livy sessions, and performance bottlenecks in Microsoft Fabric via read-only CLI triage. Use when the user wants to: (1) diagnose why a Spark job, notebook run, or Lakehouse job failed, (2) triage stuck or dead Livy sessions, (3) identify OOM, shuffle spill, or data skew, (4) retrieve driver and executor logs or Spark Advisor findings, (5) copy event logs and start a local Spark History Server, (6) diagnose all Spark activities within a failed pipeline run. Triggers: "diagnose my failed notebook", "why did my spark job fail", "triage spark failure", "diagnose pipeline run failure", "why did my pipeline fail", "livy session stuck in starting", "spark executor OOM", "check spark advisor findings", "shuffle spill diagnosis", "why did my lakehouse job fail", "diagnose lakehouse table load", "data skew diagnosis", "open spark history server locally", "analyze spark failure logs", "spark job triage".

• Give an agent a reusable workflow for spark operations cli.
• Review whether a task needs the Spark Operations Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Spark Operations Cli is an agent-readable workflow from microsoft/skills-for-fabric for spark operations cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating spark operations cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Sqldw Authoring Cli

Execute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints from agentic CLI environments. Use when the user wants to: (1) create/alter/drop tables from terminal, (2) insert/update/delete/merge data via CLI, (3) run COPY INTO or OPENROWSET ingestion, (4) manage transactions or stored procedures, (5) perform schema evolution, (6) use time travel or snapshots, (7) generate ETL/ELT shell scripts, (8) create views/functions/procedures on Lakehouse SQLEP. Triggers: "create table in warehouse", "insert data via T-SQL", "load from ADLS", "COPY INTO", "run ETL with T-SQL", "alter warehouse table", "upsert with T-SQL", "merge into warehouse", "create T-SQL procedure", "warehouse time travel", "recover deleted warehouse data", "create warehouse schema", "deploy warehouse", "transaction conflict", "snapshot isolation error".

• Give an agent a reusable workflow for sqldw authoring cli.
• Review whether a task needs the Sqldw Authoring Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Sqldw Authoring Cli is an agent-readable workflow from microsoft/skills-for-fabric for sqldw authoring cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating sqldw authoring cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Sqldw Consumption Cli

Execute read-only T-SQL queries against Fabric Data Warehouse, Lakehouse SQL Endpoints, and Mirrored Databases via CLI. Default skill for any lakehouse data query (row counts, SELECT, filtering, aggregation) unless the user explicitly requests PySpark or Spark DataFrames. Use when the user wants to: (1) query warehouse/lakehouse data, (2) count rows or explore lakehouse tables, (3) discover schemas/columns, (4) generate T-SQL scripts, (5) monitor SQL performance, (6) export results to CSV/JSON. Triggers: "warehouse", "SQL query", "T-SQL", "query warehouse", "show warehouse tables", "show lakehouse tables", "query lakehouse", "lakehouse table", "how many rows", "count rows", "SQL endpoint", "describe warehouse schema", "generate T-SQL script", "warehouse performance", "export SQL data", "connect to warehouse", "lakehouse data", "explore lakehouse".

• Give an agent a reusable workflow for sqldw consumption cli.
• Review whether a task needs the Sqldw Consumption Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Sqldw Consumption Cli is an agent-readable workflow from microsoft/skills-for-fabric for sqldw consumption cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating sqldw consumption cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Sqldw Operations Cli

Analyze Fabric Data Warehouse performance via CLI using sqlcmd and queryinsights views. Diagnose slow queries, SQL pool pressure, cache coldness, and recommend clustering keys. Triggers: "DW slow query analysis", "slowest queries warehouse", "queryinsights long running", "warehouse CPU resource consumers", "SQL pool pressure window", "pressure events warehouse", "DW cache warmth cold start", "cache warmth analysis", "warehouse cluster key recommendation", "cluster tables performance", "DW performance baseline comparison", "performance degraded warehouse", "warehouse user query patterns", "queryinsights diagnostics", "DW optimization sqlcmd".

• Give an agent a reusable workflow for sqldw operations cli.
• Review whether a task needs the Sqldw Operations Cli skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Sqldw Operations Cli is an agent-readable workflow from microsoft/skills-for-fabric for sqldw operations cli. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating sqldw operations cli as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Fabric workflow

Synapse Migration

Port Azure Synapse Analytics Spark workloads to Microsoft Fabric. Translates mssparkutils calls to notebookutils (including the env→runtime namespace change), replaces Linked Services with Fabric Data Connections and OneLake Shortcuts. Covers Spark Pools, Lake Databases, Notebooks, and Spark Job Definitions. Use when the user wants to: (1) port Synapse Spark notebooks to Fabric Lakehouse or Spark Job Definitions, (2) replace mssparkutils or Linked Services in Synapse code. Triggers: "migrate from synapse", "synapse to fabric", "mssparkutils to notebookutils", "synapse linked service replacement", "port synapse notebooks", "synapse workspace migration".

• Give an agent a reusable workflow for synapse migration.
• Review whether a task needs the Synapse Migration skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Synapse Migration is an agent-readable workflow from microsoft/skills-for-fabric for synapse migration. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating synapse migration as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Algorithmic Art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

• Give an agent a reusable workflow for algorithmic art.
• Review whether a task needs the Algorithmic Art skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Algorithmic Art is an agent-readable workflow from anthropics/skills for algorithmic art. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating algorithmic art as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Brand Guidelines

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

• Give an agent a reusable workflow for brand guidelines.
• Review whether a task needs the Brand Guidelines skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Brand Guidelines is an agent-readable workflow from anthropics/skills for brand guidelines. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating brand guidelines as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Canvas Design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

• Give an agent a reusable workflow for canvas design.
• Review whether a task needs the Canvas Design skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Canvas Design is an agent-readable workflow from anthropics/skills for canvas design. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating canvas design as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Claude API

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).

• Give an agent a reusable workflow for claude api.
• Review whether a task needs the Claude API skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Claude API is an agent-readable workflow from anthropics/skills for claude api. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating claude api as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Doc Coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

• Give an agent a reusable workflow for doc coauthoring.
• Review whether a task needs the Doc Coauthoring skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Doc Coauthoring is an agent-readable workflow from anthropics/skills for doc coauthoring. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating doc coauthoring as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Docx

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

• Give an agent a reusable workflow for docx.
• Review whether a task needs the Docx skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Docx is an agent-readable workflow from anthropics/skills for docx. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating docx as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Frontend Design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

• Give an agent a reusable workflow for frontend design.
• Review whether a task needs the Frontend Design skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Frontend Design is an agent-readable workflow from anthropics/skills for frontend design. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating frontend design as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Internal Comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

• Give an agent a reusable workflow for internal comms.
• Review whether a task needs the Internal Comms skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Internal Comms is an agent-readable workflow from anthropics/skills for internal comms. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating internal comms as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Mcp Builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

• Give an agent a reusable workflow for mcp builder.
• Review whether a task needs the Mcp Builder skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Mcp Builder is an agent-readable workflow from anthropics/skills for mcp builder. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating mcp builder as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Pdf

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

• Give an agent a reusable workflow for pdf.
• Review whether a task needs the Pdf skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Pdf is an agent-readable workflow from anthropics/skills for pdf. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating pdf as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Pptx

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.

• Give an agent a reusable workflow for pptx.
• Review whether a task needs the Pptx skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Pptx is an agent-readable workflow from anthropics/skills for pptx. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating pptx as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Skill Creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

• Give an agent a reusable workflow for skill creator.
• Review whether a task needs the Skill Creator skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Skill Creator is an agent-readable workflow from anthropics/skills for skill creator. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating skill creator as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Slack Gif Creator

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.

• Give an agent a reusable workflow for slack gif creator.
• Review whether a task needs the Slack Gif Creator skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Slack Gif Creator is an agent-readable workflow from anthropics/skills for slack gif creator. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating slack gif creator as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Theme Factory

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

• Give an agent a reusable workflow for theme factory.
• Review whether a task needs the Theme Factory skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Theme Factory is an agent-readable workflow from anthropics/skills for theme factory. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating theme factory as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Web Artifacts Builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

• Give an agent a reusable workflow for web artifacts builder.
• Review whether a task needs the Web Artifacts Builder skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Web Artifacts Builder is an agent-readable workflow from anthropics/skills for web artifacts builder. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating web artifacts builder as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Webapp Testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

• Give an agent a reusable workflow for webapp testing.
• Review whether a task needs the Webapp Testing skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Webapp Testing is an agent-readable workflow from anthropics/skills for webapp testing. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating webapp testing as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Artifact workflow

Xlsx

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

• Give an agent a reusable workflow for xlsx.
• Review whether a task needs the Xlsx skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Xlsx is an agent-readable workflow from anthropics/skills for xlsx. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating xlsx as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Agent operations workflow

Verification Before Completion

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always.

• Give an agent a reusable workflow for verification before completion.
• Review whether a task needs the Verification Before Completion skill before changing code, data, or service state.
• Create a source-backed brief that links back to the original skill file.

Verification Before Completion is an agent-readable workflow from obra/superpowers for verification before completion. It gives the agent a trigger, ordered guidance, and source-backed checks instead of treating verification before completion as a generic tool. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Agent planning workflow

Planning With Files

Planning With Files is a star-qualified, source-backed agent skill brief for planning with files.

• Give an agent a reusable workflow for planning with files.
• Review whether a task needs the Planning With Files skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Planning With Files is an agent-readable workflow for planning with files. Its source repo had 23826 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Skill authoring workflow

Agent Skill Creator

Agent Skill Creator is a star-qualified, source-backed agent skill brief for agent skill creator.

• Give an agent a reusable workflow for agent skill creator.
• Review whether a task needs the Agent Skill Creator skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Agent Skill Creator is an agent-readable workflow for agent skill creator. Its source repo had 1603 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Clean

Clean is a star-qualified, source-backed agent skill brief for clean.

• Give an agent a reusable workflow for clean.
• Review whether a task needs the Clean skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Clean is an agent-readable workflow for clean. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Dashboard

Dashboard is a star-qualified, source-backed agent skill brief for dashboard.

• Give an agent a reusable workflow for dashboard.
• Review whether a task needs the Dashboard skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Dashboard is an agent-readable workflow for dashboard. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Shadcn

Shadcn is a star-qualified, source-backed agent skill brief for shadcn.

• Give an agent a reusable workflow for shadcn.
• Review whether a task needs the Shadcn skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Shadcn is an agent-readable workflow for shadcn. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Minimal

Minimal is a star-qualified, source-backed agent skill brief for minimal.

• Give an agent a reusable workflow for minimal.
• Review whether a task needs the Minimal skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Minimal is an agent-readable workflow for minimal. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Modern

Modern is a star-qualified, source-backed agent skill brief for modern.

• Give an agent a reusable workflow for modern.
• Review whether a task needs the Modern skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Modern is an agent-readable workflow for modern. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Enterprise

Enterprise is a star-qualified, source-backed agent skill brief for enterprise.

• Give an agent a reusable workflow for enterprise.
• Review whether a task needs the Enterprise skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Enterprise is an agent-readable workflow for enterprise. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Professional

Professional is a star-qualified, source-backed agent skill brief for professional.

• Give an agent a reusable workflow for professional.
• Review whether a task needs the Professional skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Professional is an agent-readable workflow for professional. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Editorial

Editorial is a star-qualified, source-backed agent skill brief for editorial.

• Give an agent a reusable workflow for editorial.
• Review whether a task needs the Editorial skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Editorial is an agent-readable workflow for editorial. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Publication

Publication is a star-qualified, source-backed agent skill brief for publication.

• Give an agent a reusable workflow for publication.
• Review whether a task needs the Publication skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Publication is an agent-readable workflow for publication. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Bento

Bento is a star-qualified, source-backed agent skill brief for bento.

• Give an agent a reusable workflow for bento.
• Review whether a task needs the Bento skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Bento is an agent-readable workflow for bento. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Brutalism

Brutalism is a star-qualified, source-backed agent skill brief for brutalism.

• Give an agent a reusable workflow for brutalism.
• Review whether a task needs the Brutalism skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Brutalism is an agent-readable workflow for brutalism. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Glassmorphism

Glassmorphism is a star-qualified, source-backed agent skill brief for glassmorphism.

• Give an agent a reusable workflow for glassmorphism.
• Review whether a task needs the Glassmorphism skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Glassmorphism is an agent-readable workflow for glassmorphism. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Neumorphism

Neumorphism is a star-qualified, source-backed agent skill brief for neumorphism.

• Give an agent a reusable workflow for neumorphism.
• Review whether a task needs the Neumorphism skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Neumorphism is an agent-readable workflow for neumorphism. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Riso

Riso is a star-qualified, source-backed agent skill brief for riso.

• Give an agent a reusable workflow for riso.
• Review whether a task needs the Riso skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Riso is an agent-readable workflow for riso. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Storytelling

Storytelling is a star-qualified, source-backed agent skill brief for storytelling.

• Give an agent a reusable workflow for storytelling.
• Review whether a task needs the Storytelling skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Storytelling is an agent-readable workflow for storytelling. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Design system workflow

Vibrant

Vibrant is a star-qualified, source-backed agent skill brief for vibrant.

• Give an agent a reusable workflow for vibrant.
• Review whether a task needs the Vibrant skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Vibrant is an agent-readable workflow for vibrant. Its source repo had 1370 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Ab Test Planner

Ab Test Planner is a star-qualified, source-backed agent skill brief for ab test planner.

• Give an agent a reusable workflow for ab test planner.
• Review whether a task needs the Ab Test Planner skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Ab Test Planner is an agent-readable workflow for ab test planner. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Ab Test Readout

Ab Test Readout is a star-qualified, source-backed agent skill brief for ab test readout.

• Give an agent a reusable workflow for ab test readout.
• Review whether a task needs the Ab Test Readout skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Ab Test Readout is an agent-readable workflow for ab test readout. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Accessibility Audit

Accessibility Audit is a star-qualified, source-backed agent skill brief for accessibility audit.

• Give an agent a reusable workflow for accessibility audit.
• Review whether a task needs the Accessibility Audit skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Accessibility Audit is an agent-readable workflow for accessibility audit. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Ai Ethics Review

Ai Ethics Review is a star-qualified, source-backed agent skill brief for ai ethics review.

• Give an agent a reusable workflow for ai ethics review.
• Review whether a task needs the Ai Ethics Review skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Ai Ethics Review is an agent-readable workflow for ai ethics review. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Ai Product Canvas

Ai Product Canvas is a star-qualified, source-backed agent skill brief for ai product canvas.

• Give an agent a reusable workflow for ai product canvas.
• Review whether a task needs the Ai Product Canvas skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Ai Product Canvas is an agent-readable workflow for ai product canvas. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Api Docs Writer

Api Docs Writer is a star-qualified, source-backed agent skill brief for api docs writer.

• Give an agent a reusable workflow for api docs writer.
• Review whether a task needs the Api Docs Writer skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Api Docs Writer is an agent-readable workflow for api docs writer. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Api Versioning Strategy

Api Versioning Strategy is a star-qualified, source-backed agent skill brief for api versioning strategy.

• Give an agent a reusable workflow for api versioning strategy.
• Review whether a task needs the Api Versioning Strategy skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Api Versioning Strategy is an agent-readable workflow for api versioning strategy. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Architecture Decision Record

Architecture Decision Record is a star-qualified, source-backed agent skill brief for architecture decision record.

• Give an agent a reusable workflow for architecture decision record.
• Review whether a task needs the Architecture Decision Record skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Architecture Decision Record is an agent-readable workflow for architecture decision record. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Assumption Mapper

Assumption Mapper is a star-qualified, source-backed agent skill brief for assumption mapper.

• Give an agent a reusable workflow for assumption mapper.
• Review whether a task needs the Assumption Mapper skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Assumption Mapper is an agent-readable workflow for assumption mapper. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Capacity Planning

Capacity Planning is a star-qualified, source-backed agent skill brief for capacity planning.

• Give an agent a reusable workflow for capacity planning.
• Review whether a task needs the Capacity Planning skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Capacity Planning is an agent-readable workflow for capacity planning. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Changelog Generator

Changelog Generator is a star-qualified, source-backed agent skill brief for changelog generator.

• Give an agent a reusable workflow for changelog generator.
• Review whether a task needs the Changelog Generator skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Changelog Generator is an agent-readable workflow for changelog generator. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Churn Analysis

Churn Analysis is a star-qualified, source-backed agent skill brief for churn analysis.

• Give an agent a reusable workflow for churn analysis.
• Review whether a task needs the Churn Analysis skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Churn Analysis is an agent-readable workflow for churn analysis. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Cohort Analysis

Cohort Analysis is a star-qualified, source-backed agent skill brief for cohort analysis.

• Give an agent a reusable workflow for cohort analysis.
• Review whether a task needs the Cohort Analysis skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Cohort Analysis is an agent-readable workflow for cohort analysis. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Competitive Intelligence Monitor

Competitive Intelligence Monitor is a star-qualified, source-backed agent skill brief for competitive intelligence monitor.

• Give an agent a reusable workflow for competitive intelligence monitor.
• Review whether a task needs the Competitive Intelligence Monitor skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Competitive Intelligence Monitor is an agent-readable workflow for competitive intelligence monitor. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Customer Journey Map

Customer Journey Map is a star-qualified, source-backed agent skill brief for customer journey map.

• Give an agent a reusable workflow for customer journey map.
• Review whether a task needs the Customer Journey Map skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Customer Journey Map is an agent-readable workflow for customer journey map. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Dashboard Brief

Dashboard Brief is a star-qualified, source-backed agent skill brief for dashboard brief.

• Give an agent a reusable workflow for dashboard brief.
• Review whether a task needs the Dashboard Brief skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Dashboard Brief is an agent-readable workflow for dashboard brief. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Data Analysis Standard

Data Analysis Standard is a star-qualified, source-backed agent skill brief for data analysis standard.

• Give an agent a reusable workflow for data analysis standard.
• Review whether a task needs the Data Analysis Standard skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Data Analysis Standard is an agent-readable workflow for data analysis standard. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Data Pipeline Spec

Data Pipeline Spec is a star-qualified, source-backed agent skill brief for data pipeline spec.

• Give an agent a reusable workflow for data pipeline spec.
• Review whether a task needs the Data Pipeline Spec skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Data Pipeline Spec is an agent-readable workflow for data pipeline spec. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Data Quality Audit

Data Quality Audit is a star-qualified, source-backed agent skill brief for data quality audit.

• Give an agent a reusable workflow for data quality audit.
• Review whether a task needs the Data Quality Audit skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Data Quality Audit is an agent-readable workflow for data quality audit. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Database Migration Plan

Database Migration Plan is a star-qualified, source-backed agent skill brief for database migration plan.

• Give an agent a reusable workflow for database migration plan.
• Review whether a task needs the Database Migration Plan skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Database Migration Plan is an agent-readable workflow for database migration plan. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Database Schema Design

Database Schema Design is a star-qualified, source-backed agent skill brief for database schema design.

• Give an agent a reusable workflow for database schema design.
• Review whether a task needs the Database Schema Design skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Database Schema Design is an agent-readable workflow for database schema design. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Dependency Audit

Dependency Audit is a star-qualified, source-backed agent skill brief for dependency audit.

• Give an agent a reusable workflow for dependency audit.
• Review whether a task needs the Dependency Audit skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Dependency Audit is an agent-readable workflow for dependency audit. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Design System Audit

Design System Audit is a star-qualified, source-backed agent skill brief for design system audit.

• Give an agent a reusable workflow for design system audit.
• Review whether a task needs the Design System Audit skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Design System Audit is an agent-readable workflow for design system audit. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Developer Onboarding Doc

Developer Onboarding Doc is a star-qualified, source-backed agent skill brief for developer onboarding doc.

• Give an agent a reusable workflow for developer onboarding doc.
• Review whether a task needs the Developer Onboarding Doc skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Developer Onboarding Doc is an agent-readable workflow for developer onboarding doc. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Feature Flag Guide

Feature Flag Guide is a star-qualified, source-backed agent skill brief for feature flag guide.

• Give an agent a reusable workflow for feature flag guide.
• Review whether a task needs the Feature Flag Guide skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Feature Flag Guide is an agent-readable workflow for feature flag guide. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Incident Postmortem

Incident Postmortem is a star-qualified, source-backed agent skill brief for incident postmortem.

• Give an agent a reusable workflow for incident postmortem.
• Review whether a task needs the Incident Postmortem skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Incident Postmortem is an agent-readable workflow for incident postmortem. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Infra As Code Review

Infra As Code Review is a star-qualified, source-backed agent skill brief for infra as code review.

• Give an agent a reusable workflow for infra as code review.
• Review whether a task needs the Infra As Code Review skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Infra As Code Review is an agent-readable workflow for infra as code review. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Launch Readiness

Launch Readiness is a star-qualified, source-backed agent skill brief for launch readiness.

• Give an agent a reusable workflow for launch readiness.
• Review whether a task needs the Launch Readiness skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Launch Readiness is an agent-readable workflow for launch readiness. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Load Testing Plan

Load Testing Plan is a star-qualified, source-backed agent skill brief for load testing plan.

• Give an agent a reusable workflow for load testing plan.
• Review whether a task needs the Load Testing Plan skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Load Testing Plan is an agent-readable workflow for load testing plan. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Metric Tree Builder

Metric Tree Builder is a star-qualified, source-backed agent skill brief for metric tree builder.

• Give an agent a reusable workflow for metric tree builder.
• Review whether a task needs the Metric Tree Builder skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Metric Tree Builder is an agent-readable workflow for metric tree builder. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Monitoring Setup Guide

Monitoring Setup Guide is a star-qualified, source-backed agent skill brief for monitoring setup guide.

• Give an agent a reusable workflow for monitoring setup guide.
• Review whether a task needs the Monitoring Setup Guide skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Monitoring Setup Guide is an agent-readable workflow for monitoring setup guide. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub

Product and operations workflow

Oncall Runbook

Oncall Runbook is a star-qualified, source-backed agent skill brief for oncall runbook.

• Give an agent a reusable workflow for oncall runbook.
• Review whether a task needs the Oncall Runbook skill before changing code, data, or service state.
• Use a source-backed brief from a repo with at least 1000 GitHub stars.

Oncall Runbook is an agent-readable workflow for oncall runbook. Its source repo had 1015 GitHub stars at collection time, so it passes the expansion star threshold. Use it as a brief only while the linked SKILL.md remains available and the risk boundary is still accurate.

Detail GitHub