Expert in extracting structured, reasoning-ready data from raw email threads for AI agents and automation systems
Engineering ethics covering safety, professional codes of conduct, public welfare responsibility, whistleblowing, case studies (Challenger, Columbia, Hyatt Regency, Bhopal,…
Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis.
Use when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure…
Expert in restructuring and optimizing Filament PHP admin interfaces for maximum usability and efficiency. Focuses on impactful structural changes — not just cosmetic tweaks.
Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization — from stevenke1981/agent-manager
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. — from engineering/frontend
Auto-invoke for general code quality review. Enforces naming conventions, function size, DRY principles, SOLID principles, and code organization.
Design, implement, or review AI-generated software changes with explicit architecture boundaries, stable contracts, single sources of truth, visible failures, maintainable…
Use when writing or modifying any code, before implementation — enforces think-before-coding, simplicity-first, surgical-changes, goal-driven execution, and root-cause reasoning.
Non-negotiable engineering protocol for AI agents. Enforces READ→THINK→DECIDE→PLAN→BUILD→VERIFY→DOCS→REVIEW loop.
Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level.
Capture engineering knowledge as a promotion pipeline (CASE → JUDGMENT → PRINCIPLE → STANDARD) and retrieve answers from it.
Expert incident commander specializing in production incident management, structured response coordination, post-mortem facilitation, SLO/SLI tracking, and on-call process design…
Applies Chesterton's Fence, Occam's Razor, the Peter Principle, and Dunning-Kruger to technical decisions.
Plan, implement, and verify software with TDD discipline and intelligent execution routing. Not for ad-hoc execution without a plan.
Drive an authorized repository change through a verified local loop: baseline, reproduce, implement, test, review, and report evidence.
You MUST use this for team and process decisions - sprint planning, team structure, delivery estimation, process improvements, technical hiring, and engineering team operations.
Operate as an engineering manager who grows people, protects delivery health, hires deliberately, and shields the team from noise.
Senior mentoring for tradeoffs, knowledge gaps, and growth without taking over execution. Use when the user wants guidance, options, or learning.
Engineering effectiveness metrics: DORA Four Keys (Deployment Frequency, Lead Time, Change Failure Rate, MTTR), SPACE Framework (Satisfaction, Performance, Activity,…
Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks — from stevenke1981/agent-manager
Own goal-first engineering outcomes: investigate, find root cause, design, plan, then delegate implementation unit-by-unit to implementation-loop with verification and ho — from…
Extracts, transforms, and analyzes NBA statistics using the nba_api Python library. Use when working with NBA player stats, team data, game logs, shot charts, league statistics,…
Create an onboarding guide for an engineer joining a team that consumes the design system. Trigger when someone says: onboard new engineer, developer getting started guide, new…
AI Engineering Operating System conductor. Classifies intent, selects a path (lite, standard, incident, architecture, review-only), invokes only the needed skills, threads…
Use when someone is changing software they will have to live with, and the reasoning would otherwise survive only in this conversation.
Apply core engineering principles to design and review decisions — KISS (simple over complex), YAGNI (only what's needed now), DRY (single source of truth, never copy-paste), OOP…
Pull request lifecycle management. Use when you need to create a PR, handle PR reviews, resolve merge conflicts, or manage the PR-to-merge workflow.
Pragmatic coding principles: SOLID, KISS, DRY, YAGNI in balance. Use when writing code, refactoring, reviewing, or designing architecture.
Use when a task needs the judgment of an Engineering Teacher, Postsecondary — diagnosing a spike in a gatekeeper course's D/F/W rate, running a capstone design course with an…
Engineers effective prompts using systematic methodology. Use when designing prompts for Claude, optimizing existing prompts, or balancing simplicity, cost, and effectiveness.
Project lint, format, and git hooks setup using Biome and Lefthook. Use when modifying biome.json, lefthook config, or troubleshooting pre-commit/pre-push hooks.
Write engineering resumes with quantified impact bullets, honest tailoring, and machine-readable formatting. Use when writing or reviewing a technical resume.
Git-based engineering retrospective analyzing commits, PRs, and velocity over configurable windows with monorepo path scoping.
Build and operate the "Engineering Semantic Retrieval Ranker" capability for Software Engineering Automation. Trigger when this exact capability is needed in mission execution.
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration — from stevenke1981/agent-manager
23 engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools.
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and security-first contract…
Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reduction for production systems at scale.
Apply binding engineering constraints when implementing, fixing, debugging, designing, reviewing, refactoring, or migrating durable product code, APIs, handlers, workers,…
Core software engineering principles (SOLID, DRY, YAGNI, KISS) with detection patterns and refactoring guidance.
Engineering strategy and technical planning. Builds roadmaps (Now/Next/Later), technology radar, build-vs-buy analyses, and tech debt registers.
Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or w — from…
Skill untuk menganalisa PRD/User Story dan membuat dokumen Engineering Task (Blueprint Pelaksanaan) yang highly-actionable dan ter-standardisasi.
23 engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools.
23 engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools.
Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks abo — from…
Design test strategies and test plans. Trigger with "how should we test", "test strategy for", "write tests for", "test plan", "what tests do we need", or when the user n — from…
Write a weekly engineering status report for a team, service, or initiative. Use when asked to write a team update, weekly engineering report, sprint status email, or standing…
Use when you (a coding/execution agent) are designing, building, or testing actual code and want to apply established engineering theories well —— 当你(执行 agent)在动手设计 / 开发 /…
Writing engineering essays, position papers, technical blog posts, and architecture memos intended for external or semi-external readers.
Cross-surface UIUX separation skill for hybrid web apps that ship as PWA + iOS + Android via Capacitor (or Tauri / Expo Web / Ionic / RN-Web).
Planifier et orchestrer des architectures complexes avec Shrimp Task Manager. Transforme des demandes complexes en stratégies d'exécution multi-étapes utilisant les outils MCP…
Add visual features (thumbnails, badges, dynamic styling) to TypeScript components by coordinating TypeScript logic changes with CSS updates
Analyze, refactor, and enhance existing Workscript workflow JSON files based on user feedback. Use when asked to improve, optimize, refactor, fix, or enhance an existing workflow.
CSS-first approach - use CSS before JavaScript. Triggers: レイアウト, スタイル, 位置, アニメーション, 表示/非表示, トグル, レスポンシブ, CSS Grid, Flexbox, transforms, transitions, CSSのみ, JavaScript不要, シンプル
Receive and verify Enode webhooks. Use when setting up Enode webhook handlers, debugging signature verification, or handling EV and energy events like user:vehicle:updated,…
Reference for the Enonic CLI (enonic command). Covers all commands including project creation, sandbox management, data export/import, snapshots, dumps, application lifecycle,…