针对包含特定字段（如车牌号、应付金额、进出时间等）的停车数据DataFrame，执行筛选、统计、比率计算及模糊匹配等操作。

针对包含位图字段的用户行为快照表，利用SQL窗口函数和位图差集运算，计算每日新增和流失的用户数量。

A reusable skill for authoring WeChat Official Account articles that explain core LLM concepts (e.g., quantization, continual learning) to non-technical audiences—using plain conversational Chinese, concrete analogies, verifiable public sources, and strict avoidance of jargon, formulas, or decorative symbols.

Managing cloud infrastructure using declarative and imperative IaC tools. Use when provisioning cloud resources (Terraform/OpenTofu for multi-cloud, Pulumi for developer-centric workflows, AWS CDK for AWS-native infrastructure), designing reusable modules, implementing state management patterns, or establishing infrastructure deployment workflows.

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Investigate problem, verify findings, and derive solutions

Create and manage mind maps on ProcessOn including node operations, styling, real-time collaboration, and export. Use when the user asks about ProcessOn mind maps, needs to create mind maps, organize ideas visually, collaborate on mind maps, or export mind map diagrams.

Integrate the Tauri v2 barcode scanner plugin for QR code and barcode scanning with camera permissions. Use when adding barcode/QR scanning features, handling camera permissions, or processing scan results on mobile platforms.

Configure the Tauri v2 CLI plugin to parse command-line arguments using a JSON schema and route them to app behavior. Use when defining CLI argument schemas, handling startup arguments, or integrating CLI with single-instance mode.

Position windows relative to the system tray or screen using the Tauri v2 positioner plugin with multi-display support. Use when aligning popup or tray windows, handling multi-monitor positioning, or ensuring consistent placement across platforms.

**YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.**

Author and manage holdout scenarios for behavioral validation. Scenarios are stored outside the codebase in .agents/holdout/ where implementing agents cannot see them. Triggers: scenario, holdout, behavioral scenario, create scenario, list scenarios.

NIH funding trend analysis to identify high-priority research areas.

'Orchestrate brainstorm, research, plan, and pre-mortem into an execution packet.'

Phoenix context design — creating/splitting contexts, Scope (1.8+), Ecto.Multi, PubSub, routers, plugs, controllers. Use when editing contexts, routers, or designing boundaries.

Assists R&D teams with patent technical disclosure drafting and patent/novelty search analysis; use when users ask to write a patent disclosure, structure an invention description, search related patents, or assess novelty.

Query the Open Targets Platform to retrieve targets, diseases, or evidence records when you need target-disease association data and evidence-based scores for therapeutic discovery.

Access the STRING database to map identifiers, retrieve protein–protein interaction networks, and run functional/PPI enrichment when you need interaction context for a gene/protein set.

> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

Framework for assessing IT service providers, technology vendors, and third-party partners. Creates structured risk assessments across financial, operational, compliance, security, and reputational dimensions with regulatory checklists (GDPR, DORA, NIS2, SOX). Use when: (1) Evaluating new vendors or technology providers, (2) Conducting third-party risk assessments for procurement, (3) Performing critical vendor due diligence for regulatory compliance, (4) Creating vendor onboarding documentation, (5) Establishing ongoing vendor monitoring processes, (6) Assessing vendor concentration risk, or (7) Generating executive-level vendor risk reports.

Bump PAC CLI binary version and/or cli-wrapper npm package. Always produces two PRs — main and release/stable.

Full autonomous research workflow using swarm mode for parallel execution

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Strip AI writing patterns from academic text while preserving economics content and formal structure.

Work on the core package (types, validation, normalization, diff). Use when modifying DSL processing logic or data flow.

Integrate Replicate AI models with background processing, S3 storage, and credit systems

Navigate Supabase database tables, relationships, and query patterns. Use when you need to understand how tables connect, write queries, or find the right data source.

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Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation, audit execution, and audit follow-up activities.

markdown-url

Plan lifecycle management for Codex plans stored in $CODEX_HOME/plans (default ~/.codex/plans). Use when a user asks to create, find, read, update, delete, or manage plan documents for implementation work or overview/reference documentation.

Expert at performing task X automatically. Auto-invokes when the user wants to do Y, needs help with Z, or encounters situation W.

神秘接触 - Stella终于与盖亚星球的智慧生命面对面接触,一次改变一切的遭遇

风暴求生 - 盖亚星球遭遇极端天气,Stella必须在双星磁暴和狂风暴雨中保护自己和营地

Analyze competitor website structures, messaging patterns, and unique features. Use when researching competition, identifying gaps, or informing content strategy.

You are the Keeper of the Recipe. Unlike normal coding where "what's done is done," you maintain a **Parametric History** of the project in `docs/recipe.yaml`.

When this skill is invoked, dispatch a dedicated oracle agent using the Task tool:

Google Cloud Platform CLI - manage GCP resources including Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, and more.

在 /flow-init 阶段强制触发，用于捕捉需求的原始意图、探索方案、记录决策。确保后续流程有明确的北极星可追溯。

Deploy cloud-based AI agent swarms with event-driven workflow automation using Flow Nexus platform. Supports hierarchical, mesh, ring, and star topologies with E2B sandbox distribution.

This SOP provides a systematic workflow for training and deploying neural networks using Flow Nexus platform with distributed E2B sandboxes. It covers architecture selection, distributed training, ...

Comprehensive Flow Nexus platform management covering authentication, sandboxes, storage, databases, app deployment, payments, and monitoring. This SOP provides end-to-end platform operations.

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

This skill helps you work with the receipt scanning tools in the nonprofit_finance_db project. It includes manual entry tools, automated OCR scanning, and database integration for tracking receipts...