Menu
Skills in this repository
SkillsMP has collected 722 skills from Sheshiyer/skill-clusters. Open a skill to review its source and details.
Sheshiyer/skill-clustersShowing 40 of 722 collected skills.
Evidence-first mailbox triage, drafting, send verification, and sent-mail-safe follow-up workflow for an autonomous agent operator. Use when the user wants to organize email, draft or send through the real mail surface, or prove what landed in Sent.
Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost management. Informed by energy procurement managers with 15+ years experience at large commercial…
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos,…
Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for an autonomous agent operator. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of…
Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix. ALWAYS use this skill when the user needs to: set up a project with system-level dependencies (compilers, databases, native libraries like…
Accessibility patterns for React and Next.js — semantic HTML, ARIA attributes, form labeling, keyboard navigation, focus management, and screen reader support. USE WHEN building any interactive UI component or form.
Set a frontend design direction for production UI work. USE WHEN building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic…
GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the user wants to manage GitHub issues, PRs, CI status, releases, contributors,…
Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping to raw tool calls.
Shared reference for the healthcare cluster: the three-layer data-protection contract (classify → access-control → audit), the patient-safety bias (alerts block, never silently pass), the alert-severity matrix, and the CRITICAL-vs-HIGH deploy-gate thresholds.…
Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting…
Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay…
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
Generate iOS app icons as PNG imagesets for Xcode asset catalogs from SF Symbols (5000+ Apple-native) or Iconify API (275k+ open source icons from 200+ collections). Use when generating icons, creating icon assets, adding icons to asset catalog, or searching…
Shared reference for the JVM cluster: the language × framework decision (Kotlin vs Java; Spring Boot vs Quarkus vs Ktor), the build/test/coverage toolchain, the persistence choice (JPA/Hibernate vs Exposed), and the patterns → TDD → security → verification…
Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.
Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when…
Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims…
Apply concrete design-engineering details that make interfaces feel polished. Use when reviewing or improving UI spacing, typography, borders, shadows, motion, hit areas, icons, text wrapping, and interaction states.
Build reusable Manim explainers for technical concepts, graphs, system diagrams, and product walkthroughs, then hand off to the wider video stack if needed. Use when the user wants a clean animated explainer rather than a generic talking-head script.
Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or…
Evidence-first live messaging workflow for an autonomous agent operator. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before replying, or prove which message source was actually checked.
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
Shared reference for the mobile-flutter cluster: the state-management decision (which solution, and the immutable-state contract it implies), the layered-architecture rule, the async/lifecycle safety rules, and the Dart/Flutter/KMP version & tooling matrix.…
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. USE WHEN motion-patterns is not enough and you need gestures,…
Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. USE WHEN setting up the motion foundation any other motion skill depends on.
Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built on motion-foundations tokens and springs. USE WHEN implementing a concrete UI animation pattern.
Shared reference for the native-iOS cluster: the iOS 26 / Swift 6.2 / Xcode 26 baseline, availability-gating discipline for the new frameworks, the data-race-safety (actor isolation + Sendable) model, and shared SwiftUI conventions. USE WHEN adopting Swift…
Shared reference for the Laravel cluster: the layered request flow (controller → service → action → model), typed Eloquent + Form Request validation, the standard JSON response envelope, the test/CI matrix, and the version/tooling baseline. USE WHEN…
Read a plan document, decompose it into steps, design a per-step agent chain from the available agent catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never invokes /orchestrate itself. Use when the user has a multi-step plan…
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope,…
Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains the internal execution layer. Use when the user wants backlog control, PR triage, or…
Shared reference for the python-backend cluster: the thin-adapter model (web/API layer over a typed, tested core), the Django-vs-FastAPI decision, boundary validation, the test/verify gate, and the shared tooling matrix. USE WHEN choosing a Python web…
Shared reference for the quality-eval cluster: the four quality gates (write → commit → CI → ship), the evidence ladder that says what proves a pass at each, pass@k vs a single green run, and the AI write-and-review blind spot. USE WHEN deciding what counts…
Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and…
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or refactoring event-driven services.
React 18/19 patterns including hooks discipline, server/client component boundaries, Suspense + error boundaries, form actions, data fetching, state management decision trees, and accessibility-first composition. Use when writing or reviewing React components.