When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking.
Architecting high-performance caching strategies, Cache-Aside/Write-Through/Write-Behind patterns, Redis Pub/Sub, Streams, eviction policies, distributed locking (Redlock), and…
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do — from…
Master production PySpark and Apache Spark analytics, distributed data pipelines, Delta Lake/Iceberg optimization, memory management, and skew resolution.
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
Designing, simulating, and optimizing quantum circuits using Google Cirq and TensorFlow Quantum. Use when building grid-qubit layouts, custom gate definitions, noisy density…
Engineering patterns for GDPR, CCPA/CPRA, and global data privacy compliance. Use when implementing Data Subject Rights (DSAR) workflows, Right-to-be-Forgotten erasure pipelines,…
Production Application Security (AppSec) standards, OWASP Top 10 vulnerability remediation, SAST/DAST pipeline integration, secure code review, threat modeling, and defensive…
Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly.
Use when you have a spec or requirements for a multi-step task, before touching code — from hamzabellouch/agent-skills
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or wh — from…
Architect enterprise Open Banking platforms, PSD2/PSD3 compliant APIs, financial message modeling in ISO 20022 (pacs.008, camt.053, pain.001 XML/JSON), mTLS authentication with…
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated c — from…
Master enterprise Kubernetes Helm chart creation, templating, values schema validation, dry-run testing, releases, and rollback management.
Production-grade FHIR R4/R5 data modeling, HL7 v2 message parsing, SMART on FHIR authorization, HIPAA-compliant patient record exchange, and HAPI FHIR integration.
Master high-frequency FIX (Financial Information eXchange) protocol messaging (FIX 4.2/4.4/5.0 SP2), QuickFIX engine configuration, low-latency binary encoding (SBE), session…
Establish production-grade reproducible research workflows in Jupyter notebooks, kernel environment lockfiles, notebook linting, nbconvert automated execution, parameterization…
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix.
Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows. — from hamzabellouch/agent-skills
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze…
Implement automated machine learning model performance monitoring, statistical data drift (KS-test, PSI, Wasserstein distance), concept drift detection, and prediction quality…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from hamzabellouch/agent-skills
Best practices for building robust integrations, CLI apps, and complex scenarios on Zapier and Make (Integromat).
Production-grade load, stress, spike, and endurance testing using Grafana k6 and Python Locust. Use when designing performance test suites, defining SLAs/SLOs, simulating…
نظام تخطيط الملفات بنمط Manus لتنظيم وتتبع تقدم المهام المعقدة. ينشئ ملفات task_plan.md و findings.md و progress.md.
Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations.
基於 Manus 風格的檔案規劃系統，用於組織和追蹤複雜任務的進度。建立 task_plan.md、findings.md 和 progress.md 三個檔案。當使用者要求規劃、拆解或組織多步驟專案、研究任務或需要超過5次工具呼叫的工作時使用。支援 /clear 後的自動會話恢復。觸發詞：任務規劃、專案計畫、制定計畫、分解任務、多步驟規 — from…
Production-grade MongoDB schema design patterns, indexing strategies, ESR rule (Equality, Sort, Range), aggregation framework optimization, and sharding/partitioning…
Master high-performance exploratory data analysis (EDA) using Pandas and Polars, missing value profiling, outlier detection, data distribution analysis, correlation matrices, and…
gws CLI: Shared patterns for authentication, global flags, and output formatting. — from hamzabellouch/agent-skills
Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive.
Enterprise mobile application automation using Appium 2.0+, UIAutomator2 (Android), XCUITest (iOS), WebdriverIO, and Python.
Master enterprise Playwright end-to-end (E2E) automation, Page Object Model (POM) architecture, cross-browser testing, network mocking, visual regression testing, and CI pipeline…
When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context — from…
Architectural patterns, security IPC, performance optimization, native integration, and production best practices for building cross-platform desktop applications using Tauri (v2)…
Guidance for production-grade ESP32 Arduino and Embedded C/C++ development. Use when building firmware for ESP32, ESP32-S3, or ESP32-C3 microcontrollers, optimizing FreeRTOS…
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before makin — from…
Production architecture, multi-process IPC security, V8 memory management, native node modules, window lifecycle optimization, and cross-platform desktop execution using Electron.
High-performance in-process analytics using DuckDB and Polars, zero-copy Apache Arrow integration, lazy evaluation, SIMD vectorized processing, and out-of-core data pipelines.
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates.
High-performance local LLM fine-tuning, DPO/ORPO preference alignment, and QLoRA/LoRA optimization using Unsloth and Axolotl.
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradatio — from…
Master right-to-left (RTL) and bidirectional (BiDi) UI design, CSS logical properties (`margin-inline`, `padding-block`), layout direction switching (Arabic, Hebrew, Persian),…
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax.
The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substant — from…
Enterprise Apache Airflow 2.x DAG authoring, TaskFlow API, deferrable operators, idempotent execution models, and production workflow orchestration.
Master production-grade Terraform and OpenTofu module architecture, state management, dependency injection, testing, and multi-environment orchestration.
Production-grade Flutter state management (Riverpod 2.x, BLoC/Cubit), widget tree optimization, immutable state modeling, declarative routing (GoRouter), clean architecture, and…
Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts.
Best practices for implementing SOC 2 Type II compliance controls, continuous evidence collection, infrastructure policy-as-code, and automated security monitoring.
Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6- — from…
When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or bran — from…
Move a Google Calendar event to a new time and automatically notify all attendees.
Best practices for Prisma ORM schema design, high-performance query optimization, preventing N+1 problems, zero-downtime database migrations, connection pooling, and multi-tenant…
Production-grade React Native & Expo architecture, high-performance UI (JSI, Reanimated 3, FlashList, Skia), Expo Modules API (C++ / Swift / Kotlin native modules), Fabric…
Add a list of attendees to an existing Google Calendar event and send notifications. — from hamzabellouch/agent-skills
When the user wants to set up a recurring, self-running marketing workflow — a repeatable loop an AI agent runs on a cadence (weekly, daily, on a trigger) rather than a o — from…
Use when executing implementation plans with independent tasks in the current session — from hamzabellouch/agent-skills
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
Elite website image-to-code skill for Codex. For visually important web tasks, it must first generate the design image(s) itself, deeply analyze them, then implement the — from…