Recommends git branching strategies and workflows based on team size, deployment frequency, and project requirements. Use when choosing branching models, planning workflows, or optimizing git processes. Use when this capability is needed.
Defines patterns for implementing FastAPI REST endpoints, including route definition, request/response models, error handling, and integration tests. Use when implementing any API endpoint to ensure consistency and best practices across endpoints. Use when this capability is needed.
Defines the pattern for updating project documentation when completing features. Use when marking features as complete to ensure consistent documentation of implementation status, test coverage, and deliverables. Use when this capability is needed.
Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without heavy MCP overhead. Use when this capability is needed.
Routes Flutter work to the correct specialist skill by reading pubspec.yaml. Activate this skill whenever the user is working in a Flutter project (any .dart file, pubspec.yaml, lib/ folder, or mention of Flutter, Dart, Riverpod, Provider, BLoC). It detects the project's stack (Firebase vs Supabase, Riverpod vs others, navigation, monetization) and tells the model which sibling skills to consult next. Trigger this skill BEFORE writing any Flutter code so the resulting code matches the project's existing patterns instead of imposing new ones. Critical for solo founders maintaining multiple Flutter apps with different stacks. Use when this capability is needed.
Pre-flight dependency risk assessment for the planning phase. Use BEFORE writing code when choosing libraries, designing architecture, or setting up a new project. Prevents dependency hell, version conflicts, and abandoned-library traps. Especially critical for ML/AI projects with heavy dependencies. Use when this capability is needed.
Create or update evaluation scenarios for the tests/evaluation framework, including session-based scenarios and A/B comparisons Use when this capability is needed.
Build durable, fault-tolerant workflows in .NET using the Durable Task SDK with Azure Durable Task Scheduler. Use when creating orchestrations, activities, entities, or implementing patterns like function chaining, fan-out/fan-in, human interaction, or stateful agents. Applies to any .NET application requiring durable execution, state persistence, or distributed transactions without Azure Functions dependency. Use when this capability is needed.
Build durable, fault-tolerant workflows in Python using the Durable Task SDK with Azure Durable Task Scheduler. Use when creating orchestrations, activities, entities, or implementing patterns like function chaining, fan-out/fan-in, human interaction, or stateful agents. Applies to any Python application requiring durable execution, state persistence, or distributed transactions without Azure Functions dependency. Use when this capability is needed.
Security control system for OAuth 2.0 and OpenID Connect social login. Enforces discovery, strict security invariants, and deterministic outputs before any code is written. Covers OAuth login, provider integration, auth code plus PKCE flow, token and session handling, account linking, multi provider auth, and framework adapters (Next.js, Express, Node). Triggers on login flows, callbacks, token exchange, refresh, cookies, and adapter setup. Use when this capability is needed.
Configure zero-downtime deployment strategies including blue-green, canary, and rolling deployments. Implement traffic shifting, health checks, and rollback procedures. Use when implementing production deployment strategies or zero-downtime releases. Use when this capability is needed.
Build, optimize, and troubleshoot Docker containers and images. Create efficient Dockerfiles, manage container lifecycle, configure networking and volumes, and debug container issues. Use when working with Docker, containerization, or container troubleshooting. Use when this capability is needed.
LinkedIn Ads campaign management for the Spanish market (Spain). Setup, optimize, scale, and audit LinkedIn Ads campaigns for lead gen, SaaS, and services targeting Spain. Use when managing LinkedIn Ads for Spanish B2B clients, launching campaigns in Spain, auditing Spanish LinkedIn Ads accounts, creating Thought Leader Ads, managing conversation ads, targeting audiencias B2B, or adapting LinkedIn strategy for the Spanish/European market. Covers all ad formats (TLA, Image, Video, Document, Carousel, Conversation, Spotlight, Text), targeting, bidding, Lead Gen Forms, ABM, CAPI tracking, and Revenue Attribution for Spain. Use when this capability is needed.
Analyze code-change prompts into structured intent JSON with goal, constraints, missing info, normalized prompt, complexity, and confirmation gating. Use before implementation for build, fix, debug, review, and docs tasks. Use when this capability is needed.
Use when user asks where to put configuration, skills, or learnings, or discusses sharing config across projects. Provides decision criteria for the three-tier architecture (global ~/.claude, plugin, project-local .claude) to prevent duplication and ensure reusability. Invoke before creating new skills or configuration to determine the correct tier and location.
Use when reviewing OpenAI API usage, answering questions about OpenAI endpoints, or validating implementations against the official API specification. Provides expert knowledge on chat completions, embeddings, models, audio, assistants, batch processing, and moderations endpoints. Essential for code reviews involving OpenAI integrations and determining if features/parameters are part of the official API.
Dependency management guidelines for Jarvy - crate selection criteria, feature flag best practices, version management, security auditing with cargo-audit and cargo-deny. Use when this capability is needed.
Identify code duplication, cyclomatic complexity, large files, and maintainability anti-patterns. Use at phase checkpoints or on-demand to quantify technical debt. Use when this capability is needed.
Enhances image resolution, sharpness, and clarity using Python/Pillow. Perfect for app store icons (1024x1024), screenshots, and social media images. Use when this capability is needed.
Required workflow for any change to FastAPI routes, Pydantic schemas, or session state in MantisAnalysis. Includes contract-drift detection, error-path tests, and frontend wiring verification. Use when this capability is needed.
Homebrew formula maintenance workflows for Python CLIs and taps, including version bumps, SHA/resource updates, testing, audits, and releases. Use when this capability is needed.
Complete guide for building interactive 3D spaces in Portals. Use when creating spaces, configuring triggers/effects, writing function expressions, setting up NPCs, quests, token trading, iframes, or any Portals development task. Covers Interactive Studio, Function Effects, building tools, and all game mechanics. Use when this capability is needed.
Expert guidance for Dagster data orchestration including assets, resources, schedules, sensors, partitions, testing, and ETL patterns. Use when building or extending Dagster projects, writing assets, configuring automation, or integrating with dbt/dlt/Sling. Use when this capability is needed.
Generates path-specific instruction files (.github/instructions/*.md) with JIT loading via applyTo glob patterns. Performs LLM-driven repository analysis to discover file patterns and extract scope-specific rules. Use when the user requests scoped, framework-specific, or directory-specific rules for testing, components, docs, config files, or language-specific files to prevent context pollution. Works for code, documentation, configuration, and data files.
Generates the global repository constitution file (.github/copilot-instructions.md). Works for code repositories, documentation repositories, data repositories, and mixed repos. Performs LLM-driven deep repository analysis including docs, code patterns, build systems, documentation generators, and data schemas. Generates constitutional rules following context economics (under 1000 lines). Enforces positive constraints and no hardcoded secrets.
Seven prompts for founder-led content creation from Clifton Sellers ($4M agency). Use when pressure-testing ideas, mining experience for content, enforcing clarity, building content systems, protecting voice, mapping content to sales, or prioritizing weekly focus. Core principle - AI amplifies conviction and experience, not generates on your behalf. Use when this capability is needed.
Accessibility guidelines for video content including contrast, timing, and readable typography. Use this when designing video layouts, choosing colors/fonts, setting animation durations, or ensuring emoji and visual elements are accompanied by text alternatives. Use when this capability is needed.
Your approach to handling global version control. Use this skill when working on files where global version control comes into play. Use when this capability is needed.
Executes a covered pair trade (target + cover) on Polymarket with estimate, confirmation, and position recording. Use when entering a new position from a detected portfolio opportunity. Also use when the user says "buy", "trade", "open a position", "place an order", "enter", or wants to act on any portfolio opportunity. Use when this capability is needed.
Embeds PDB debugging symbols into EXE/DLL files. Use when configuring embedded debug symbols, single-file deployment, Source Link integration, or dotnet publish settings. Use when this capability is needed.
Helps locate React/Vue/Angular components, UI elements, and frontend code. Auto-activates when users ask where components are defined, how to find UI code, or locate specific frontend features. Uses codebase patterns to guide search. Use when this capability is needed.
This skill should be used when the user asks to "automate workflows", "create CI/CD pipelines", "automate deployments", "setup GitHub Actions", "optimize build processes", "automate testing", or needs comprehensive workflow automation and process optimization. Use when this capability is needed.
Inventory, extract, and analyze tranches of declassified UAP/UFO files — including war.gov/UFO/ "PURSUE" releases, FBI Vault, NARA boxes, and AARO publications. Use this skill whenever the user points at a folder of UAP/UFO/declassified PDFs, asks "what's in this release?", references war.gov/UFO/, AARO, PURSUE, FOIA tranches, FBI 62-HQ-83894, or asks for keyword/entity/redaction analysis across a corpus of declassified documents — even if they don't explicitly ask for an "analysis." Also triggers on requests to compare tranches, summarize a single declassified PDF, classify documents by agency, or surface (b)(1)/(b)(6)/NOFORN redaction patterns. Produces a standardized inventory.csv, per-file digest, entities.json, and REPORT.md. Use when this capability is needed.
HTTP server in Swift using FlyingFox to stream MJPEG video to web browsers including Tesla's limited browser. Use this skill when building actor-based HTTP servers, implementing JavaScript polling for browser compatibility, adding HTTP Basic Auth for PIN protection, or streaming live video with proper cache headers. Use when this capability is needed.
Use when building browser-based presentation slide decks, creating training presentations, generating React+Vite slide decks with animations, or making professional slides. Triggers on slide deck, presentation, training slides, Vite slides, Framer Motion slides, animated presentations.
Create, publish, delete, and submit Claude Code plugins. Use when user wants to (1) create a new plugin with proper structure, (2) create or configure a plugin marketplace, (3) publish plugins to GitHub/GitLab, (4) delete/uninstall plugins, (5) validate plugin structure, or (6) prepare and submit plugins to the official Anthropic directory. Use when this capability is needed.
Use this skill when the user asks about creating videos with React, Remotion framework, programmatic video generation, video animations, or needs help with Remotion projects
Analyse Microsoft Copilot Studio agent YAML files and score agent instructions using the ROCKET framework (Role, Objectives, Constraints, Knowledge, Execute, Tone). Use when reviewing, auditing, improving, or templating Copilot Studio agent instructions. Triggers on phrases like "score my agent", "review these instructions", "ROCKET framework", "framework details", "framework template", "template for agent instructions", "help with Role", "help with Constraints", or when a .yaml file containing Copilot Studio agent configuration is provided. Use when this capability is needed.
Guide users through creating custom translation handlers for unsupported field types. Use when user asks to "create custom handler", "handle encrypted fields", "handle computed properties", "handle value objects", "extend handler chain", "custom translation handler", or needs to translate field types not supported by built-in handlers. Use when this capability is needed.
Analyze and apply high-level essay traits extracted from the local distilled reference set for clear, thesis-first nonfiction writing. Use when the assistant needs to draft or revise essays, blog posts, memos, or argument-heavy prose with conversational clarity, sharp distinctions, concrete examples, compact analogies, and optional footnoted caveats. Apply the structural traits only; do not imitate Paul Graham's exact voice or reuse distinctive phrasing. Use when this capability is needed.
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal landscape. Activate Use when this capability is needed.
Marketing and promotion specialist for Claude ecosystem technology - MCP servers, skills, plugins, and agents. Expert in community engagement, registry submissions, content marketing, and developer Use when this capability is needed.
Audit LLM token cost estimates against actual API usage. Activate on 'cost verification', 'token estimate accuracy', 'API cost audit', 'estimation variance'. NOT for pricing lookups, budget Use when this capability is needed.
End-to-end form handling with react-hook-form, Zod schemas, validation patterns, error messaging, field arrays, and multi-step wizards. Use for complex forms, validation architecture, autosave, Use when this capability is needed.
Expert in maximalist interior wall decoration including bold color choices, freehand paintings, statement wallpapers, eclectic lamp arrangements, gallery walls, and curated chaos. Embraces Use when this capability is needed.
Modern web applications with authentic neobrutalist aesthetic. Bold typography, hard shadows (no blur), thick black borders, high-contrast primary colors, raw visual tension. Extrapolates neobrutalism Use when this capability is needed.
Docusaurus build health validation and deployment safety for Claude Skills showcase. Pre-commit MDX validation (Liquid syntax, angle brackets, prop mismatches), pre-build link checking, post-build Use when this capability is needed.
Convert web pages to Markdown format using Jina AI's reader service. Use when the user asks to convert, generate, create, transform, or download a web page, website, or URL into Markdown, MD, or md format. Handles various phrasings like "convert this page to markdown", "generate markdown from this website", "create md file from this URL". Use when this capability is needed.
Use when planning or designing features and need to understand current codebase state, find existing patterns, or verify assumptions. Prevents hallucination by grounding decisions in reality.
Use when reviewing milestones in a design document or creating well-formed milestones from scratch. Covers job stories, descriptions, acceptance criteria, and demos.
Validate and fix documentation integrity in SolTechnology.Core — module/doc parity, indexes, tables, Mermaid diagrams, links, ADR formatting, numbered lists. Use when this capability is needed.
Handles experimental features that lack proper ticketing by retroactively creating Linear tickets and PRs from commits. Utilizes `git` and `gh` commands via Gemini CLI's `run_shell_command` to formalize experimental work.
Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. Use when this capability is needed.
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design. Use when this capability is needed.
Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change. Use when this capability is needed.
Exports design assets from Figma files using the GET /v1/files/:key and /v1/images/:key endpoints. Supports SVG, PNG, and PDF export with scale and format parameters. Use when this capability is needed.
Generates dynamic GitHub Actions CI/CD matrix strategies using the GitHub REST API and YAML AST parsing via js-yaml. Automatically detects language versions, OS targets, and dependency variations from repository configuration files.
Federates data from multiple GraphQL and REST APIs using Apollo Federation gateway. Implements schema stitching with automatic type merging and the DataLoader pattern for N+1 prevention. Use when this capability is needed.
Detects breaking changes in GraphQL schemas using graphql-inspector and the GraphQL introspection query. Compares schema versions, identifies removed fields, changed types, and deprecated directive usage. Use when this capability is needed.
Manages federated GraphQL schemas using Apollo Studio API and Hive Schema Registry. Validates schema composition, detects breaking changes, and enforces naming conventions across subgraph services.
Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict tracking, and operation-log undo. Built in Rust with 27k+ GitHub stars, it works directly on existing Git repositories. Use when this capability is needed.
Executes diagnostic workflows against Kubernetes clusters using kubectl and the Kubernetes Python client (kubernetes.client). Checks pod health, resource quotas, event logs, and node conditions for rapid incident triage. Use when this capability is needed.
Investigates CrashLoopBackOff and OOMKilled pod failures using kubectl and the Kubernetes API. Correlates container logs, event streams, and resource metrics from metrics-server to diagnose root causes automatically. Use when this capability is needed.
Generates comprehensive API test suites from OpenAPI specs using Postman Collection SDK and Newman CLI. Creates parameterized test scenarios with environment-specific variables, auth flows, and assertion chains.
Queries the Terraform Cloud API to inspect plan outputs, apply logs, and state file changes. Analyzes resource diffs including module-level changes, provider version constraints, and Sentinel policy evaluation results. Use when this capability is needed.
Parses terraform plan -json output and queries the Terraform Cloud API /runs endpoint to review infrastructure changes. Detects destructive operations, estimates cost impact via Infracost API, and validates against OPA policies. Use when this capability is needed.
Enable structured proposal of new skills before implementation. Follows 'propose -> review -> approve -> implement' governance pattern. Advisory enforcement. Use when this capability is needed.