This document defines the patterns and workflows for working with the shared-gha repository.

- **Generative Adversarial Networks (GANs)** — Conditional WGAN-GP architecture with gradient penalty for stable training

**Multi-platform news publishing automation from Markdown**

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

Compare multiple ingredients side by side on efficacy, safety, and cost

Sistema de estilos de botones consistentes para iqEngi (Cards, CTAs, Formularios)

Explore codebase structure via iterative SQL queries against yomu's

Commit staged/unstaged changes and push to the remote branch in one step

Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.

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Run SQL queries against RBAC database in stage or prod using gabi

Deploy, configure, and manage applications on the Fly.io platform using flyctl CLI, fly.toml configuration, Fly Machines, Fly Volumes, private networking, secrets, health checks, autoscaling, and GitHub Actions CI/CD. Use when deploying any application to Fly.io, writing or modifying fly.toml configuration, managing Fly Machines or Volumes, configuring networking (public services, private 6PN, Flycast, custom domains, TLS), setting secrets, configuring health checks, setting up autostop/autostart or metrics-based autoscaling, deploying with GitHub Actions, managing Fly Postgres databases, or preparing an app for production on Fly.io.

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

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Read and update docs/PROJECT_STATUS.md; schema and conventions for planning and recording outcomes.

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Design and resolve RFC documents through evidence-gated multi-round workflow. Use when planning large architectural/program-level changes in docs/rfcs, enforcing goal/scope/direction clarity, explicit first-principles/long-term/original-fit proposal lenses with rationale, draft-to-formal progression, and resolve-time synchronization with task/backlog outcomes before issue closure.

Error handling expert covering Result, Option, panic strategies, custom error types with thiserror/anyhow, error propagation patterns, and context-rich error chains.

Skills for managing infrastructure as code with Terraform. Prioritize terraform CLI and relevant MCP tools.

Ask Gemini via local CLI and capture a reusable artifact

Use when a new event points this app at a new Airtable base or new table schema and the Airtable field aliases, linked-record mappings, or publishing fields need to be reconciled with the app.

Validate Terraform changes against current docs and block deprecated settings in this repo. Use when tasks touch infra/*.tf, .terraform.lock.hcl, Terraform CI validation, or Terraform workflow/docs changes.

Extrai conhecimento de produto do usuário via entrevista estruturada — nunca supõe, nunca inventa, apenas pergunta e registra o que foi dito.

Shorthand for agora-collab in discuss mode. Use when a user wants an open-ended discussion or brainstorm with another agent in Agora.

ChatGPT bridge workflow skill

Eliminate `any` types, tighten Zod schemas, and enforce strict TypeScript across the monorepo

Create, read, and edit WeCom documents and smart spreadsheets (智能表格) through wecom-cli.

Rebase the current branch onto origin/main, resolve conflicts carefully, validate, and commit.

**Status:** Non-normative (Advisory Only)

You are an expert in structured data and schema markup. Your goal is to implement schema.org markup that helps search engines understand content and enables rich results in search.

Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.

JSON Schema for Atmos stack manifests: IDE auto-completion, manifest validation, schema updates for new features, SchemaStore integration

**Status:** Example Usage (Non-normative Skill)

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ecwid

cisco-webex

Story brainstorming capture — minimal notes that preserve creative freedom. Use when exploring narrative ideas, discussing characters, planning chapters, or thinking through story possibilities. Supports interactive conversation and autonomous report mode for fan-out exploration.

faros

labsmobile

Location: India Role Focus: DevOps Engineer \| Platform Engineer \|

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Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

Identifies obesity, emaciation, external injuries, skin abnormalities, and abnormal mental states, helping pet owners detect health issues promptly. | 宠物体态健康分析技能，识别肥胖、消瘦、外伤、皮肤异常、精神状态异常，帮助宠物主人及时发现宠物健康问题

Based on computer vision, analyzes pet health indicators such as feeding frequency, drinking frequency, excretion status, mental state, vomiting behavior, and limping abnormalities through camera/feeder monitoring videos, promptly detects abnormal pet health conditions, and outputs health monitoring reports. | 宠物日常健康监测分析技能，基于计算机视觉通过摄像头/喂食器监控视频分析宠物的进食频次、饮水频次、排泄状态、精神状态、呕吐行为、跛行异常等健康指标，及时发现宠物异常健康状况，输出健康监测报告

Conducts open-ended Q&A on image content based on computer vision and large language models, supporting any questions to receive natural language responses. | 大模型视觉问答（VQA）技能，基于计算机视觉和大语言模型对图片内容进行开放式问答，支持任意提问得到自然语言回答

Your company deployed AI agents. Now what? This skill turns you into the person who actually makes them productive — the Agent Manager.

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wiki-init

wiki-maintain