基于 Manus 风格的文件规划系统，用于组织和跟踪复杂任务的进度。创建 task_plan.md、findings.md 和 progress.md 三个文件。当用户要求规划、拆解或组织多步骤项目、研究任务或需要超过5次工具调用的工作时使用。支持 /clear 后的自动会话恢复。触发词：任务规划、项目计划、制定计划、分解任务、多步骤规划 — from…
Architectural patterns, security IPC, performance optimization, native integration, and production best practices for building cross-platform desktop applications using Tauri (v2)…
Production-grade embedded Rust guidelines for Raspberry Pi (bare-metal no_std and Linux embedded std/rppal/embedded-hal).
When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration fri — from…
Production-grade FHIR R4/R5 data modeling, HL7 v2 message parsing, SMART on FHIR authorization, HIPAA-compliant patient record exchange, and HAPI FHIR integration.
Deploy containerized workloads, Azure Container Apps, Azure Kubernetes Service (AKS), and App Services using Azure Bicep and Azure CLI.
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…
Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development…
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product p — from…
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies — from hamzabellouch/agent-skills
Production DICOM medical imaging standards, DICOMweb RESTful services (WADO-RS, STOW-RS, QIDO-RS), PACS integration, anonymization/de-identification, and Cornerstone.js web…
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…
Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information…
Production-grade iOS SwiftUI architecture, state management (@Observable, @State, @Binding, @Environment), Modern Swift Concurrency (async/await, Actors, Task Groups),…
Industrialized DevSecOps pipeline integration combining Static Application Security Testing (SAST), Dynamic Application Security Testing (DAST), Software Composition Analysis…
Designing resilient, eventual-consistency distributed transactions using the Saga Pattern (Choreography and Orchestration).
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…
Implement production-grade i18next localization workflows, dynamic locale switching, ICU message syntax formatting, fallback strategies, namespaces, and automated translation…
Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear.
Build and manage end-to-end MLOps pipelines using MLflow for experiment tracking, model registry, artifact logging, autologging, model evaluation, and deployment serving.
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…
Manus-artiges Dateiplanungssystem zur Organisation und Verfolgung des Fortschritts komplexer Aufgaben. Erstellt task_plan.md, findings.md und progress.md.
Master right-to-left (RTL) and bidirectional (BiDi) UI design, CSS logical properties (`margin-inline`, `padding-block`), layout direction switching (Arabic, Hebrew, Persian),…
Best practices for building autonomous robotics software using ROS 2 (Humble/Jazzy) and Nav2. Use when implementing ROS 2 C++/Python nodes, lifecycle nodes, tf2 coordinate…
Complete architecture patterns, state management with Svelte 5 Runes ($state, $derived, $effect, $props), SvelteKit SSR/streaming pipelines, form actions, and production…
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.
Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — 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 optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.
Implement resilient microservice architectures using Circuit Breakers, Exponential Backoff with Jitter, Bulkheads, Rate Limiting, Dead Letter Queues (DLQ), and Graceful…
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement.
Production-grade load, stress, spike, and endurance testing using Grafana k6 and Python Locust. Use when designing performance test suites, defining SLAs/SLOs, simulating…
Draft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters, LaTeX cover/response…
Master production Docker multi-stage builds, container image layer caching, security hardening, non-root user execution, distroless images, and minimal footprint optimizations.
Master enterprise Kubernetes Helm chart creation, templating, values schema validation, dry-run testing, releases, and rollback management.
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
Enterprise Salesforce development patterns, Apex triggers architecture, Lightning Web Components (LWC), SOQL query optimization, security bulkification, and Salesforce REST/SOAP…
Apply Gmail labels to matching messages and archive them to keep your inbox clean. — from hamzabellouch/agent-skills
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
Production malware analysis workflows, reverse engineering methodologies, isolated sandbox triage, static/dynamic binary analysis, memory forensics, and YARA detection rule…
When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes.
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…
When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
Production architecture, multi-process IPC security, V8 memory management, native node modules, window lifecycle optimization, and cross-platform desktop execution using Electron.
Autonomous drone autopilot control, telemetry stream parsing, and offboard mission execution using MAVLink, MAVSDK, and PX4 / ArduPilot.
Establish production-grade reproducible research workflows in Jupyter notebooks, kernel environment lockfiles, notebook linting, nbconvert automated execution, parameterization…
Add a list of attendees to an existing Google Calendar event and send notifications. — from hamzabellouch/agent-skills
Design resilient high-availability distributed systems, active-active multi-region replication, leader election, consensus protocols (Raft), dynamic load balancing, and…
Architect and implement secure, PCI-DSS compliant payment processing integrations with Stripe and Adyen, featuring idempotent webhook handling, tokenization, multi-currency…
When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery.
12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit).
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific — from…
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "cont — from…
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and — from…
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.
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…
Production-grade guidance for Apache Kafka event streaming, partition strategies, consumer group management, transactional messaging, and Confluent Schema Registry integration…
Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look — from…
Advanced Solidity smart contract development, security hardening, vulnerability defense, and testing framework using Foundry (Forge, Cast, Anvil).