Generate original, complete, highly gripping Chinese short fiction from a story theme, character setup, synopsis, trope, classic-plot inspiration, or draft excerpt. Use when the user asks for 小说, 短篇小说, 故事, 网文样章, 开篇钩子, 悬念改写, 人物欲望强化, 情节升级, 续写, 经典桥段重构, or wants a blend of excellent writers' general narrative techniques without copying protected text or imitating a living author's distinctive style.
Optimize and verify latency-sensitive systems — realtime dashboards, market data feeds, streaming agents, execution gateways, queues, and caches — by tracking p50/p95/p99 latency, freshness age, and queue depth, mapping hot paths, and running live readbacks. Use when p95 latency, throughput, or data freshness matters.
Discover evidence of an organization's maturity toward platform engineering and an Agentic Developer Portal (ADP) by triangulating emails and chat, meetings, work items, code and repositories, CI/CD, infrastructure and cloud systems, service telemetry, documentation, and developer sentiment toward automation. Use for platform maturity discovery, organizational sensing, ADP readiness, current-state assessments, evidence plans, connector mapping, interviews or surveys, developer experience, workflow friction, manual toil, automation adoption, shadow AI usage, or roadmap baselining. Produces a privacy-bounded evidence catalog, confidence-scored signal matrix, platform and ASDLC maturity inputs, ADP readiness gates, contradictions, and a phased roadmap. Never use it to surveil or score individuals.
Append a row to the Spreadsheet Hub whenever a new spreadsheet is created OR a new tab is added to an existing spreadsheet. This is an automatic rule — never skip it. Do not use for logging flow docs (use /flow-plans-log).
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
Draft a new Architecture Decision Record for Pieceful and walk the owner through the decision. Use for /adr or whenever a significant design decision comes up.
Use this skill whenever the user wants to work with FileMaker layout XML. This includes generating paste-ready layout object XML (fmxmlsnippet type LayoutObjectList) from descriptions, reviewing layout XML for silent paste-handler failures, or analysing Save as XML layout exports. Trigger any time the user mentions FileMaker layouts, layout objects, fields, portals, tab controls, popovers, button bars, web viewers, anchoring or autosizing, or LayoutObjectList. Always perform the theme pre-flight before generating, and set object anchoring deliberately whenever an object must resize with the window. Do not attempt FileMaker layout XML from memory alone.
Use boss-cli for ALL BOSS 直聘 operations — searching jobs, viewing recommendations, managing applications, chatting with recruiters, and batch greeting. Invoke whenever the user requests any job search or recruitment platform interaction on BOSS 直聘.
Use when computing the 10D Time-Series Ranked Risk-Adjusted Trend factor from user-supplied OHLCV data or reviewing its bundled real-data validation metrics.
Explain a finished stage to the student in Russian and check understanding with one question at a time. Use after a stage is completed or before the lab defense.
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
An enterprise-grade, AI-powered penetration testing automation CLI tool. Orchestrates multiple specialized AI agents (Planner, ToolAgent, Analyst, Reporter) backed by 4 AI providers (OpenAI, Claude, Gemini, OpenRouter) and 19 integrated security tools through YAML-defined workflows. Produces professional Markdown, HTML, or JSON security reports with full evidence capture and traceability.
This skill should be used when the user reports "macstack lint fails", "prototype does not resolve", "env keys missing", "scaffold broke my files", "cross-stack reference does not work", or any macstack-dev skill errors out. Diagnoses the common failure modes of the macstack.json toolchain.
Before product-market fit, your job is to learn as fast as possible. That means doing things that won't scale - manual onboarding, concierge service, recruiting users one by one. Paul Graham's "Do Things That Don't Scale" is the bible here. This skill synthesizes the hustle playbook that creates escape velocity. Use when "keywords, contexts, " mentioned.