Autonomously create and implement a complete spec workflow with multi-agent collaboration, bypassing manual review steps through intelligent consensus-building

Schedule cron jobs and automate recurring tasks

Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".

This skill should be used when the user asks to "create a worktree", "new worktree", "worktree for feature", "git worktree", or needs to work on a feature branch in isolation. Handles Rails-specific credential symlinking (master.key, environment keys) automatically.

Write technical blog posts, tutorials, and documentation in Flatiron School's engaging style. Use for explaining code patterns, debugging stories, or turning complex topics into clear narratives. Triggers on "write a blog post", "tutorial about", "explain how", "technical writing".

Write compelling award submissions, grant applications, and competition entries. Maps achievements to selection criteria using evidence-based narratives. Use whenever the user is applying for a business award (Telstra, chamber of commerce, industry awards), a grant, a competition, or any submission demonstrating merit against defined criteria.

Expert in AWS infrastructure setup including EC2, VPC, security groups, Application Load Balancers, Route53 DNS, and SSL/TLS certificates. Use this skill for AWS infrastructure configuration and deployment.

Awwwards's UI design system. Use when building interfaces inspired by Awwwards's aesthetic - light mode, Inter font, 4px grid.

Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.

Use when the user mentions slow builds, build performance, or build time optimization.

Expert knowledge for Azure Business Process Tracking development including deployment. Use when creating CI/CD pipelines, automating builds, running tests, and deploying tracking solutions via DevOps tools, and other Azure Business Process Tracking related development tasks. Not for Azure Monitor (use azure-monitor), Azure Logic Apps (use azure-logic-apps), Azure Data Factory (use azure-data-factory), Azure Machine Learning (use azure-machine-learning).

Expert knowledge for Azure Cloud Shell development including troubleshooting, limits & quotas, and security. Use when debugging Cloud Shell storage/connectivity, session limits, required storage accounts, or private VNet access, and other Azure Cloud Shell related development tasks. Not for Azure Portal (use azure-portal), Azure Resource Manager (use azure-resource-manager).

Expert knowledge for Azure Education Hub development including troubleshooting, and limits & quotas. Use when managing Azure for Students credits, yearly quotas, renewals, or Dev Tools for Teaching sign-in issues, and other Azure Education Hub related development tasks. Not for Azure Lab Services (use azure-lab-services), Azure DevTest Labs (use azure-devtest-labs), Azure Virtual Desktop (use azure-virtual-desktop).

Expert knowledge for Azure Internet Peering development including troubleshooting. Use when validating Peering Service prefixes, checking prefix registration, verifying routing, or fixing reachability issues, and other Azure Internet Peering related development tasks. Not for Azure ExpressRoute (use azure-expressroute), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure VPN Gateway (use azure-vpn-gateway).

Expert knowledge for Azure Open Datasets development including limits & quotas. Use when handling non-Spark dataset downloads, throttling behavior, quota limits, retry logic, or rate-limit workarounds, and other Azure Open Datasets related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning).

Expert knowledge for Azure Peering Service development including best practices. Use when designing Peering Service prefixes, routing policies, prefix validation rules, or connectivity constraints, and other Azure Peering Service related development tasks. Not for Azure Internet Peering (use azure-internet-peering), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure ExpressRoute (use azure-expressroute).

Expert knowledge for Azure Quotas development including limits & quotas. Use when requesting per-region Storage account quota increases, checking limits, or filing Azure support requests, and other Azure Quotas related development tasks. Not for Azure Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Resource Manager (use azure-resource-manager).

Helps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissions required to grant roles. WHEN: bicep for role assignment, what role should I assign, least privilege role, RBAC role for, role to read blobs, role for managed identity, custom role definition, assign role to identity, what role do I need to grant access, permissions to assign roles.

Deploy, download, and manage cartridge code versions on B2C Commerce instances. Use this skill whenever the user needs to upload or download cartridges to/from a sandbox, activate or delete code versions, watch for local file changes during development, or deploy a subset of cartridges. Also use when pushing code to an instance, pulling code from an instance, or setting up a dev workflow with live reload -- even if they just say 'push my code to the sandbox', 'download the code', or 'how do I activate the new version'.

Retrieve and search logs from B2C Commerce instances using the b2c CLI. Use this skill whenever the user needs to view server logs, search for errors, filter log entries by level or time, or monitor logs in real-time. Also use when the user reports a 500 error, broken checkout, failing job, or any server-side issue that needs log investigation — even if they just say "something's broken on the sandbox" or "check the logs".

Generate B2C Commerce cartridges, controllers, hooks, custom APIs, job steps, and Page Designer components from scaffold templates. Use this skill whenever the user needs to create a new cartridge, add a controller or hook to an existing cartridge, bootstrap a custom API endpoint, or generate boilerplate for job steps or Page Designer components — even if they just say "create a new cartridge" or "I need a controller for loyalty".

Browse and retrieve SCAPI OpenAPI schema specifications. Use this skill whenever the user needs to list available SCAPI APIs, inspect endpoint paths or request/response shapes, explore data models for products or orders, check which fields an API returns, or understand SCAPI versioning. Also use when looking up API details before building an integration -- even if they just say 'what fields does the product API return' or 'show me the SCAPI endpoints'.

Generate backend tests (unit, integration, mocks) for existing code. Auto-invoke when user says "write test for", "add test", "test this", or "create test".

Senior QA Engineer with 10+ years Java testing experience. Use when writing unit tests with JUnit, creating integration tests with Testcontainers, implementing API tests, following TDD methodology, or testing reactive code with StepVerifier.

This skill should be used when the user asks about "parallel agents", "background tasks", "run_in_background", "non-blocking agents", "check agent progress", "TaskOutput", "retrieve agent results", or discusses running multiple agents concurrently. Covers patterns for launching agents in background, monitoring progress, and retrieving results.

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout

Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout

Constructive, evidence-based dialogue mode that avoids sycophancy. This skill should be used when the user wants balanced multi-perspective analysis, critical feedback, or rigorous challenge of their ideas. Triggers on "/balanced" or requests for honest/critical/balanced feedback. Supports passive, interactive, tldr, steelman, and decision modes.

Graph-aware task triage with bv and br. Use when prioritizing work, finding bottlenecks, tracking dependencies, or managing local issues across projects.

Bear's UI design system. Use when building interfaces inspired by Bear's aesthetic - light mode, Inter font, 4px grid.

Beehiiv's UI design system. Use when building interfaces inspired by Beehiiv's aesthetic - light mode, Inter font, 4px grid.

Behavior-Driven Development with Given-When-Then scenarios and acceptance criteria

This skill implements Frank Kern's Behavioral Dynamic Response to create powerful, automated email sequences that adapt to user behavior. It enables agents to identify triggers, map branching logic, score lead behavior, and deploy re-engagement campaigns to guide prospects toward conversion with personalized, story-driven content.

Modular grid layout with card-like blocks, clear hierarchy, soft spacing, and subtle visual contrast for organized, scannable interfaces.

Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

Guide for using BillingSDK - open-source React components for pricing tables, subscription management, and billing UI with Dodo Payments.

Fast linting/formatting for TypeScript/React. Use when setting up linter, migrating from ESLint/Prettier, or running code quality checks.

Creates and manages Biome GritQL custom lint rules to enforce coding patterns. Use when creating linter rules, enforcing code conventions, preventing anti-patterns, or when the user mentions Biome, GritQL, custom lint rules, or AST-based linting.

Track and manage work items, tasks, issues, and todos with dependencies using bits. Use when user needs to create tasks, track progress, manage blockers, find ready work, claim/release tasks, close completed work, or organize multi-step projects. Triggers on "bits", "task", "issue", "backlog", "blockers", "dependencies", "what's ready", "track this", "add to my list", "what should I work on".

Use when defining a new role in Bknd authorization system. Covers role properties (implicit_allow, is_default, permissions), permission assignment, role hierarchies, and common role patterns (admin, editor, viewer, anonymous).

Use when setting up a production database for Bknd. Covers SQLite file, LibSQL/Turso, Cloudflare D1, PostgreSQL, Neon, Supabase, and Xata configuration.

Use when deploying a Bknd application to production hosting. Covers Cloudflare Workers/Pages, Node.js/Bun servers, Docker, Vercel, AWS Lambda, and other platforms.

Use when configuring environment variables for Bknd projects. Covers .env files, secrets management, env injection in config, platform-specific variables, and production security.

Use when implementing password reset or change functionality in a Bknd application. Covers server-side password changes, building forgot-password flows with email tokens, and security considerations.

Run a blackbox test of the project's CLI or executable. Use this skill whenever the user wants to "blackbox test", "test the CLI blindly", "test as an outsider", "test without reading source", "QA test the tool", "smoke test the CLI", "exploratory testing", or says anything like "pretend you don't know the code and test it". Also triggers when the user mentions "blackbox", "black box", "blind test", or "external test" in the context of testing their project. This skill works with any tech stack — Python, Node, Rust, Go, or anything else that produces a CLI.

Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure

You MUST use this before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements, and design before implementation.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Use when rough ideas need design before code, requirements are fuzzy, multiple approaches exist, or you need to explore options before implementation

Create feature branches with naming conventions, load full issue context and impact analysis, and decompose acceptance criteria into atomic parallel tasks with dependencies. Use when starting work on a GitHub issue. This skill MUST be consulted because starting code without context causes misaligned implementations and wasted effort.

PR creation workflow for Agent Config following the issue-first enforcement system. Trigger: When creating a pull request, opening a PR, or preparing changes for review.

Brand monitoring and mention tracking via the Brand.dev API. Use when asked to monitor brand mentions, track sentiment, find PR opportunities, detect logo usage, or analyze brand presence online. Trigger phrases: "brand monitoring", "mention tracking", "brand sentiment", "PR opportunities", "logo detection", "brand.dev", "brand mentions", "media monitoring".

When the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring. Also use when the user mentions "brand monitoring," "brand watch," "trademark watch," "brand mentions," "impersonation detection," "counterfeit detection," or "brand abuse monitoring." For enforcement, use brand-protection.

Brex's UI design system. Use when building interfaces inspired by Brex's aesthetic - light mode, Inter font, 4px grid.

Generate contextual briefings for legal work — daily summary, topic research, or incident response

OWASP A02 - Broken Authentication Detection. Use this skill when reviewing login systems, session management, password handling, or authentication flows. Activate when: login, authentication, password, session, token, JWT, OAuth, credentials, sign in, logout, remember me, forgot password, password reset, MFA, 2FA.

QA a web or app feature from a ticket, URL, acceptance criteria, or plain-language description, then generate reusable browse flows for regression coverage. Uses the `browse` skill for the actual browser or simulator interaction and keeps the QA loop focused on scenarios, evidence, and report quality.

Generate comprehensive API docs from Bruno (.bru) files by mapping requests to a Django implementation (DRF/Django Ninja), including auth, multi-tenant filtering, schemas, and code references.

Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism.

Optimize budget allocation. Use when: channel spend reallocation, data-driven budget planning, ROI-based justification.

Fix the findings recorded in a crate issue file one at a time, with failing test first, minimal fix second, full crate verification third, and issue-file status updates after each successful fix. Use for Rust crate issue lists that already exist and need disciplined sequential repair.

Build an interactive HTML dashboard with charts, filters, and tables

Initialize bulletjournal plugin settings for this vault. Use when the user says "init bulletjournal", "setup bulletjournal", "configure bulletjournal", or "/bulletjournal:init". Writes .claude/bulletjournal.local.md with vault paths and tool paths so other bulletjournal skills work without hardcoded values.

Automate the version bump ritual — three independent tracks (marketplace, psd-coding-system, psd-productivity)

Use when writing a TypeScript script with Bun. Covers the template, conventions, and required patterns.

Data-driven business analysis with modern analytics, BI tools, and strategic insights. Use when analyzing business data, creating dashboards, running experiments, or generating data-driven recommendations.

Generate, update, review, delete, and transform business cases in four formats (one-pager, lean canvas, short-form, full). Interviews the user to fill gaps when input is insufficient.

Cozy cafe-inspired interface with warm tones, soft typography, and clean layouts for a relaxed browsing experience.

Cal's UI design system. Use when building interfaces inspired by Cal's aesthetic - light mode, Inter font, 4px grid.

Search and query Calibre library databases. Use when the user asks about books, TBR (to-be-read), reading lists, Calibre library queries, book searches, or mentions Calibre. Also use for queries about book ratings, authors, reading status, or library statistics.

Prepare for a sales call with account context, attendee research, and suggested agenda. Works standalone with user input and web research, supercharged when you connect your CRM, email, chat, or transcripts. Trigger with "prep me for my call with [company]", "I'm meeting with [company] prep me", "call prep [company]", or "get me ready for [meeting]".

Guides the user through calling Rust backend functions from the Tauri frontend using the invoke function, defining commands with the

Build multi-channel campaign plans. Use when: objectives, audience targeting, channel mix, budget, timeline, KPIs.

Guides the agent through upgrading a Capacitor app project to a newer major version. Covers multi-version jumps, dependency alignment, native platform checks, and verification. Do not use for plugin library upgrades or non-Capacitor mobile frameworks.

Guides the agent through upgrading a Capacitor plugin to a newer major version. Covers dependency alignment, native platform changes, example app verification, and multi-version jumps. Do not use for app project upgrades or non-Capacitor plugin frameworks.

When the user wants to design, optimize, or audit carousel/slider layouts for content display. Also use when the user mentions "carousel," "slider," "carousel layout," "testimonial carousel," "gallery carousel," "quote carousel," "image slider," or "carousel accessibility." For hero-area patterns, use hero-generator.

META-DISCOVERY ONLY — answers the question "what cap-table tools or commands exist?" when the user is lost about what's available. NEVER use this skill for any request that names a cap-table topic (stakeholders, grants, vesting, SAFEs, notes, valuations, ownership, waterfall, financing, exposure, etc.) — those are always direct data requests, even if the user phrases them vaguely. The matching specialist skill wins every time over this one.

Turn client wins into formatted case studies for proposals, social proof, and sales conversations. Use when someone needs to document results, build credibility, or create reusable proof assets.

Gather results from completed subagent including commits, metrics, and state updates

Causal mediation analysis in R, including direct and indirect effects, assumptions, and sensitivity analysis.

Systematic Fishbone analysis exploring problem causes across six categories

Draft → generate verification questions → answer independently via tools → revise. Catches hallucinated facts in reports and reviews. MANDATORY for Phase 4 security/test claims. Paper: Dhuliawala et al. 2023.

This skill enables the creation of high-converting 5-day challenge funnels. It covers everything from ideation and content creation to community management and monetization strategies, helping users to generate leads, engage their audience, and drive sales.

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Generate changelog entries from commits for any project type

Guide for using Zotero MCP tools to manage references, search academic papers, generate citations, and build knowledge graphs. Use when user asks about Zotero, citations, bibliography, literature review, academic search, or knowledge graph.

Monitor CI/CD pipeline status after pushes and investigate failures.

Meta-cognitive decision support that analyzes current context and surfaces intelligent next-step options to the user. Use this skill when: (1) User explicitly invokes /checkpoint, (2) Significant work has been completed and a checkpoint is valuable, (3) Uncertainty or ambiguity exists about requirements or approach, (4) Task complexity has expanded beyond initial scope, (5) Before finalizing or committing to ensure nothing is missed. This skill pauses execution, assesses the situation holistically, and presents 2-5 contextually-appropriate options via AskUserQuestion, with a recommended option and rationale.

Allows you to view the user's screen as well as several hours of history. Use when the user makes a reference to their recent work, for which it'd be helpful to see the screen. This skill MUST be used whenever you need to resolve ambiguity in a user request, where the user hasn't specified enough context to do the task. Examples include disambiguating the specific user/app/document/error the user is referring to. You must also use this skill if the user asks about any question regarding Chronicle or asks what you can see from the screen.

Build production Rust CLIs with Clap: subcommands, config layering, validation, exit codes, shell completions, and testable command surfaces

Resolve ambiguities interactively with tracked changes. Works with scope, code review, and other skills.

Query Claude Code configuration, file locations, MCP settings, and official documentation. Use this skill proactively when the conversation involves: - Claude Code settings, configuration, config, settings - MCP server setup, mcp.json, mcpServers - ~/.claude.json, .mcp.json, settings.json locations - hooks, slash commands, skills configuration - Claude Code features, API, SDK questions

How to build Claude Code-specific components — agents, hooks, plugins, marketplaces, MCP servers. User preferences, gotchas Claude gets wrong, and architecture decisions. Use when creating Claude-only components that need tool restrictions, hooks, or plugin infrastructure. For skills, use the agent-skills skill instead — skills default to the universal AgentSkills format.