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Use when generating or modifying any Spring Boot class — controllers, services, repositories, DTOs, mappers, or configuration. Enforces strict layer separation and prevents business logic from leaking across boundaries.
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Sets up Convex auth, identity mapping, and access control. Use for login, auth providers, users tables, protected functions, or roles in a Convex app.
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Guide for building and refactoring a FastAPI + Prefect + PostgreSQL/pgvector analytics pipeline that extracts insights from chat data using LLM classification, embeddings, UMAP/HDBSCAN clustering, and narrative generation. Use this skill whenever working on this project's codebase — including adding features, refactoring, debugging, creating new endpoints, modifying pipeline stages, or reviewing architecture decisions. Also trigger when the user asks about project structure, stack decisions, async migration, or best practices for this specific system.
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Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva.
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Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
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Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
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One sentence - what this skill does and when to invoke it
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Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
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Convert Claude markdown subagent files to Codex CLI TOML format. Parses YAML frontmatter and body, applies model/permission/tool mappings, and outputs to agents/codex/<name>.toml.
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Map a thesis's position in its value chain — who it buys from, sells to, and competes with; where the bottleneck and pricing power sit; and whether it owns a critical layer. Use when user says "value chain", "supply chain position", "where does [TICKER] sit", or "who are [TICKER]'s suppliers/customers".
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Map observed site vegetation, species lists, land-cover descriptions, or plant management PFTs to EcoSIM vegetation codes using templates/ecosim_pftpar_20260303.nc.cdl. Use when choosing or validating EcoSIM pft_type values, pfts entries, pfts_short categories, pfts_long plant type meanings, or the combined short-code plus Koppen climate numerical code used by plant management inputs.
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Download, screen, and map non-North-America auxiliary EcoSIM climate variables from global or regional atmospheric-chemistry data sources. Use when a non-US/non-NLDAS site needs annual EcoSIM precipitation chemistry variables such as PHRG, CN4RIG, CNORIG, CSORG, CCARG, CMGRG, CNARG, CKARG, or CCLRG; when deciding whether to use CAMS, EBAS, EANET, or MERRA-2; or when deriving site-specific auxiliary variables after ERA5 climate forcing has been prepared.
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Extract AmeriFlux site metadata and map it to EcoSIM JSON variables. Use when a task needs site latitude, longitude, elevation, mean annual temperature, Koppen climate code, or vegetation type for an AmeriFlux site ID or flux-site name.
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Estimate calcium-normalized Gapon selectivity coefficients from paired exchange and solution chemistry, or initialize depth-explicit EcoSIM Gapon inputs from the closest bundled ecosystem template when paired chemistry is unavailable. Use when deriving or checking EcoSIM GKC4, GKCH, GKCA, GKCM, GKCN, or GKCK values; matching a target ecosystem, climate, vegetation, and management regime to a starting profile; remapping template values to target soil layers; or documenting that template-based values require calibration or tuning.
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Create complete specs (requirements, design, tasks) for all features in roadmap.md using parallel sub-agent dispatch by dependency wave.
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Find nearby places (restaurants, cafes, bars, pharmacies, etc.) using OpenStreetMap. Works with coordinates, addresses, cities, zip codes, or Telegram location pins. No API keys needed.
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Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more. Files can be opened at excalidraw.com or uploaded for shareable links.
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CLI to manage emails via IMAP/SMTP. Use himalaya to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
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Plan safe refactors using blast radius and dependency mapping
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地图 / 行程 / 路线主导的社交卡 — 路线 + 3 个停靠点 / 邻里地图 + 推荐标签 / 一日行程 + 简化路径 / 地点卡 + 迷你地图 + 旅行笔记 / 两区两路线对比。地理必须激进简化，只标必要地点，给清晰路径层级，配 city/date/duration/walking-driving 上下文。触发："做个旅行路线卡 / 行程图卡 / 邻里地图卡 / 周末散步路线 / 城市指南"。NOT 真实地图数据虚构，NOT 地图当背景装饰。
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Hand-drawn paper-wireframe template — white paper background, monochromatic ink palette, SVG turbulence "wobble" filters for pen-quiver authenticity, handwritten fonts (Caveat / Kalam / Ma Shan Zheng / Long Cang), wavy dividers, sketch-rect overlays, marginalia annotations. For PRD illustrations, IA flow docs, low-fidelity layout exploration, "draft / not final" stakeholder communication. Three skeletons (single-page editorial / app multi-screen flow / IA sitemap) — pick one up front based on the artifact, do NOT inherit only the brush strokes.
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Bidirectional Figma skill — read designs and write back to Figma. READ: extract tokens, map Vue/Reka UI components, translate Auto Layout to Tailwind. WRITE: push components, screens, and design tokens from code to Figma. Requires /figma:figma-use skill before every use_figma call.
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Skill for analyzing a project's existing UI in Vue. Activates when the user uses /pwdev-uiux:scan or asks to "analyze the project UI", "map existing components", "understand project patterns", or "create project skill". Generates .planning/ui/project-ui-skill.md with project-specific patterns and tokens.
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Create or revise the SDD Composy technical specification (tasks/prd-SLUG/techspec.md) from the approved PRD, resolved stories, and mapped codebase, with DEC/RISK and TU/TI/E2E traceability and a human gate. Use when the product contracts are approved and architecture is needed — 'criar a spec técnica', 'techspec do prd-SLUG', 'design the solution for…'. Do NOT use to change product scope, before PRD and stories approval, or for design notes outside SDD.
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