The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.
Multi-brand and theming: derive palettes from base, palette overrides, data-theme, white-label UI using UDS tokens.
Use this skill when writing MongoDB queries, repository methods, or service logic in Aegis. It enforces strict multi-tenancy by ensuring communityId is always included.
Derives the project's dependency list from **actual imports in source files** — one
This skill provides comprehensive guidance for using NotebookLM via both the `nlm` CLI and MCP tools.
Refactoring assessment and patterns. Use after mutation testing validates test strength (MUTATE phase) to assess improvement opportunities.
Discover available effects, actions, and placeholders in a Sandestin project. Use when asking what effects exist, searching for functionality, or needing example invocations. Keywords: effects, actions, dispatch, describe, grep, sample.
Run MovieFinder project QA pipeline - detekt, unit tests, jacoco coverage report
Trusted-lane execution and reporting skill for README-first AI repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, or end-to-end orchestration by itself.
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Refactoring
Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.
Raspberry Pi hardware integration for Moestuin — DHT22, soil moisture via ADS1115, GPIO relays for pumps, ffmpeg webcam capture, and mock drivers. Use when touching hardware code or deploy scripts.
Cuando necesites crear una nueva página (ruta) en la app Next.js. Incluye page.tsx, loading.tsx, error.tsx y opcionalmente layout.tsx.
Produce a per-act chapter-level outline with beat intent, value shifts, causal dependencies, and continuity touchpoints. Produces canon/acts/act-{N}-outline.md.
Creer un nouvel endpoint API REST Laravel. Utiliser automatiquement quand on demande de creer une route, un controller ou un endpoint API.
Use when the Integrator is performing git operations — committing, branching, merging feature branches, resolving conflicts, managing branch lifecycle, or maintaining commit history. Activates for any git-related work.
Set a one-off Telegram reminder at a specific time. Use when the user asks to be reminded about something at a given time.
Analyze the impact of changing a file — what depends on it, what tests to run
Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.
* BDD Style: `describe/it` syntax for tests
Create an isolated worktree in `.worktrees/` branched from up-to-date main, with spec directory scaffolded.
Deploy a service or static site publicly via CasaOS + VPS reverse proxy. Covers DNS, SSL, nginx config, Docker containers, and static files.
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Implements a game from its architecture document using strict TDD. Use after architect-game produces an architecture doc.
Best practices and patterns for generating clean, secure, maintainable code
- **target** (required): Component name or page route to export
Use when counting nonblank text lines after an internal sort, especially when you want case-insensitive grouping in a compact shell wrapper.
Skill per scrivere articoli blog in italiano per il sito di FIM Insurance Broker (www.fimbroker.it).
Connect users in two independent directions:
Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement. Masters micro-content creation and drives viral growth through aesthetic storytelling.
Closes a session cleanly so the vault, memory, and git history all reflect the work.
description: Automated pipeline from SPEC.md to ready-to-execute tasks — runs autonomously by default with parallel task execution
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Port a feature from archive branches into the current Orbital Breach codebase without breaking current invariants.
Guardrails for edits to core/security/compliance-manager.js that preserve PCI/GDPR/PSD2/SOX/HIPAA controls (masking, encryption, SCA, consent checks, and audit logging). Use when changing compliance validators, security handling, or audit flows.
Ensures new Rails views, layouts, and page-level UI in rails-pokedex are designed in Google Stitch and retrieved via MCP before coding. Use when creating ERB templates, layouts, partials, styling overhauls, or any new user-facing page; when refactoring views; or when the user mentions Stitch, UI de página, telas, or frontend Rails.
Use PROACTIVELY when discovering, creating, renaming, or removing workflow definitions. MUST BE USED when adding a new user-facing flow that needs testing, or when the user asks for workflow changes. Owns the four-file workflow contract (registry + spec + bug file + fix-loop binding).
Design system architect. Audits current design, researches landscape, proposes complete system. Creates DESIGN.md.
Reference for agents working with the workflow checkpoint system.
Review an entity store PR
Standardized mobile bottom navigation implementation for internal Next.js applications. Provides role-based filtering, smooth animations, persistent state, and submenu expansion with accordion-based More menu. Supports Next.js 15+ with App Router, TypeScript, Zustand state management, and Framer Motion animations. Includes complete ready-to-use components with icon grid layouts, comprehensive documentation, and customization guides.
Orchestrate all test harnesses and CI test runs.
Forge Dev 파이프라인 모든 Check(3, 3.5, 3.6, 3.7, 3.8)를 통합한 최종 검수 체크리스트를 생성한다. Phase 3 모든 Check 완료 후 PR 생성 직전 또는 릴리스 전 최종 점검 시 실행. 빌드/테스트, Spec 추적성, UI 품질, 코드 리뷰, 보안 5개 영역을 종합 판정한다.
Mandatory core-4 reviewer with P0-P3 severity classification and specialist escalation
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Research and improve Claude skills with current best practices. Triggers on requests to improve skills, update skills, research best practices for skills, enhance skill quality, or modernize existing skills.
Implement features using Spec Driven Development (SDD) workflow. Creates design and task documents with approval gates.
Using git to commit current changes
Create a GitHub pull request from current working changes. Handles all git states - uncommitted changes, no branch, unpushed commits, etc. Analyzes diffs and changesets to generate a PR with filled-in template. Opens the PR in the browser when done. Use when the user asks to create a PR, open a PR, submit changes, or push for review.