DevOps & Infra

adu2021 Skill

Synthesize large-scale training data for LLM agents by generating diverse tool-use trajectories from real Model Context Protocol (MCP) environments. A 1.5M-example dataset created via multi-stage pipeline: query generation, quality filtering, trajectory creation with real tool execution, validation, and diversification.

adu2021 Skill

Deploy multiple reasoning model sizes efficiently by embedding nested submodels within a single parent—use end-to-end trained routers to select submodels at inference, achieving 360× cost reduction vs training families separately.

nota-america Bundle

Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis, validate Container Apps deployment.

nota-america Skill

Generate a weighted sales forecast with best/likely/worst scenarios, commit vs. upside breakdown, and gap analysis. Use when preparing a quarterly forecast call, assessing gap-to-quota from a pipeline CSV, deciding which deals to commit vs. call upside, or checking pipeline coverage against your number.

nota-america Bundle

Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter, batch processing lock, session lock expired, idle timeout, connection inactive, link detach, slow reconnect, session error, duplicate events, offset reset, receive batch.

nota-america Bundle

Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr (compliance cli tool), Azure best practices, Key Vault expiration check, expired certificates, expiring secrets, orphaned resources, compliance assessment.

nota-america Skill

Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.

nota-america Bundle

Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste. WHEN: "Azure costs", "Azure spending", "Azure bill", "cost breakdown", "cost by service", "cost by resource", "how much am I spending", "show my bill", "monthly cost summary", "cost trends", "top cost drivers", "actual cost", "amortized cost", "forecast spending", "projected costs", "estimate bill", "future costs", "budget forecast", "end of month costs", "how much will I spend", "optimize costs", "reduce spending", "find cost savings", "orphaned resources", "rightsize VMs", "cost analysis", "reduce waste", "unused resources", "optimize Redis costs", "cost by tag", "cost by resource group", "AKS cost analysis add-on", "namespace cost", "cost spike", "anomaly", "budget alert", "AKS cost visibility". DO NOT USE FOR: deploying resources, provisioning infrastructure, diagnostics, security audits, or estimating costs for new resources not yet deployed.

nota-america Skill

Plan, create, integrate, or audit a hybrid asset pipeline for a Three.js or web game. Use when choosing among imported meshes, procedural 3D geometry, AI-generated reference art, 2D UI media, sprites, VFX, and performance-ready runtime asset delivery.

nota-america Skill

Analyze pipeline health — prioritize deals, flag risks, get a weekly action plan. Use when running a weekly pipeline review, deciding which deals to focus on this week, spotting stale or stuck opportunities, auditing for hygiene issues like bad close dates, or identifying single-threaded deals.

nota-america Bundle

Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.

nota-america Skill

Search across all connected sources in one query. Trigger with "find that doc about...", "what did we decide on...", "where was the conversation about...", or when looking for a decision, document, or discussion that could live in chat, email, cloud storage, or a project tracker.

nota-america Skill

Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm, criminal planning. 94-95% accuracy. Deploy with vLLM, HuggingFace, Sagemaker. Integrates with NeMo Guardrails.

nota-america Bundle

Build, deploy, modify GitHub Copilot SDK apps on Azure. MANDATORY when codebase contains @github/copilot-sdk or CopilotClient — use this skill instead of azure-prepare. PREFER OVER azure-prepare when codebase contains copilot-sdk markers. WHEN: copilot SDK, @github/copilot-sdk, copilot-powered app, deploy copilot app, add feature, modify copilot app, BYOM, bring your own model, CopilotClient, createSession, sendAndWait, azd init copilot. DO NOT USE FOR: general web apps without copilot SDK (use azure-prepare), Copilot Extensions, Foundry agents (use microsoft-foundry).

nota-america Skill

Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or documenting rollback triggers ahead of time.

findscripter Skill

当需要从管道数据生成季度/期间销售预测、评估缺口或决定承诺/上行单时使用；按阶段概率算加权预测，产出乐观/可能/悲观三档、承诺vs上行拆分、风险标记与缺口分析；不适用于已成交财报口径核算或现金流/营收确认。触发词：销售预测、加权预测、gap-to-quota、pipeline coverage、commit/upside

findscripter Skill

当配置或优化 Odoo CRM 销售管线与报价时使用；做管线阶段设计、报价模板（含可选产品）、分层价格表、销售团队与线索自动分配、预测看板配置；不适用于 Odoo 二开建模、财税本地化合规、脱离 Odoo 的通用销售方法论；触发词：odoo crm、销售管线、pipeline、报价模板、quotation template、价格表、pricelist、线索评分、lead scoring、销售预测

findscripter Skill

当在 AWS 上构建生产级无服务器应用（Lambda、API Gateway、DynamoDB、SQS/SNS 事件驱动）时使用；产出 Handler 结构、SAM/CDK 模板、事件触发与冷启动优化的可执行方案；不适用于 GCP/Azure 无服务器、容器化部署或纯本地后端。触发词：Lambda、SAM、冷启动

findscripter Skill

当设计 K8s 平台架构、多集群战略、GitOps 与渐进式交付、服务网格/安全/多租户时使用；产出集群拓扑、GitOps 仓库结构、安全策略与可观测性方案；不适用于本地单节点开发集群或纯应用代码排障；触发词：Kubernetes、GitOps、ArgoCD、服务网格、多集群、平台工程

findscripter Skill

当准备上线发布、变更含数据库迁移或特性开关、需在发版前核验 CI 状态与审批、或想提前约定回滚触发条件时使用；做生成结构化的发布前/中/后核查清单并产出回滚触发阈值文档；不适用于发布流程编排与版本号策略（用 release-manager）、CI/CD 流水线脚本实现或事故复盘。触发词：发布前检查、上线清单、回滚触发、冒烟测试

findscripter Skill

当对 AWS 云环境做获授权红队/渗透评估时使用；做 IAM 枚举、提权、元数据 SSRF 取凭证、S3/Lambda/EC2/SSM 利用与持久化并产出审计发现；不适用于无书面授权的测试、纯合规扫描或非 AWS 平台；触发词：AWS渗透、IAM提权、IMDS SSRF、S3桶、Pacu

findscripter Skill

当需要在部署前/部署后系统性排查云配置错误（IAM 提权链、S3 公开暴露、安全组开放高危端口、IaC 安全缺口）时使用；做云安全态势评估（CSPM），产出按严重级别分类、附带 MITRE ATT&CK 映射与最小权限整改建议的发现清单；不适用于已发生的云入侵应急响应（见 incident-response）或应用层漏洞渗透（见 security-pen-testing）。触发词：云安全审计、IAM 提权、S3 公开桶、安全组、CSPM、配置错误

findscripter Skill

当用 Docker/docker-compose 自托管部署或排障 Odoo 时使用；产出生产级 compose、odoo.conf、备份/更新命令与 Nginx+SSL 反代约束；不适用于 Odoo.sh 云托管、多容器水平扩展与共享 filestore。触发词：Odoo 部署、docker-compose、PostgreSQL 容器、反向代理、workers 调优

findscripter Skill

当需要创建、修改或调试 Apify Actor（无服务器 Docker 抓取/自动化程序）时使用；引导选模板、配 input/output schema 与 actor.json、写入口逻辑、本地 apify run 测试并 apify push 部署；不适用于已有现成 Actor 直接调用（用 apify-ecommerce-scraper）、无 APIFY_TOKEN、或普通网页抓取无需打包为 Actor。触发词：apify actor、apify create、apify push、input_schema、actor.json、爬虫部署、serverless scraper、crawlee

findscripter Skill

当需要降低 AWS/Azure/GCP/OCI 云账单、对资源做 rightsizing、治理浪费或落地预算管控时使用；产出成本可视化标签体系、预留/Spot 定价策略、生命周期与自动伸缩配置及预算告警；不适用于纯应用性能调优或本地数据中心成本。触发词：云成本、rightsizing、预留实例、Spot、FinOps、成本告警

findscripter Skill

当用 Cloudflare Workers 把逻辑部署到边缘、接入 KV/D1/R2/Durable Objects 存储、做边缘缓存与请求改写、降低延迟时使用；产出 wrangler.toml 配置、绑定接入与 fetch 处理器代码；不适用于传统 Node/Express、AWS Lambda、GCP Functions 或不用边缘特性的纯前端。触发词：Cloudflare Workers、Wrangler、KV/D1/R2、边缘

findscripter Skill

当需要把文本/文稿转成自然口播的播客音频时使用；经 Azure OpenAI Realtime API（gpt-realtime-mini）走 WebSocket 流式收 PCM 音频+逐字稿，转 WAV 并 base64 回传前端播放；不适用于无 Azure 凭据、要求精确逐字音色克隆或长篇离线批量 TTS 的场景，后者回退专用 TTS；触发词：文本转语音播客、文稿配音、Realtime 语音合成、PCM 转 WAV

adu2021 Skill

Modern CI/CD pipelines integrating agent-generated code exhibit a structural failure in responsibility attribution. Decisions are executed through formally correct approval processes, yet no entity possesses both the authority to approve those decisions and the epistemic capacity to meaningfully understand their basis. We define this condition as responsibility vacuum: a state in which decisions occur, but responsibility cannot be attributed because authority and verification capacity do not coi...

adu2021 Skill

Build action-conditioned world models with explicit state tracking using WildWorld's 108M+ frames from Monster Hunter: Wilds. Includes data acquisition protocol with skeleton and world state annotations, quality filtering pipeline removing temporal discontinuities and cutscenes, and WildBench evaluation metrics (video quality, camera control, action following, state alignment) for assessing long-horizon consistency and state-aware predictions.

nota-america Skill

Post-deploy canary monitoring. (gstack)

nota-america Skill

Image-native presentation pipeline usable in Codex and Claude Code. Generate whole-slide raster images one slide at a time with slides-grab image, passing the reference template page as --reference so the model copies the layout and style and only swaps the content. Use when visual fidelity to an existing template matters more than editable text.

nota-america Skill

Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. (gstack)

nota-america Skill

Configure deployment settings for /land-and-deploy.

nota-america Bundle

Use when setting up, hardening, or reviewing a cloud server for self-hosting, including DNS, SSH, firewalls, Nginx, static-site hosting, reverse-proxying an app, HTTPS with Let's Encrypt or ACME clients, safe HTTP-to-HTTPS redirects, or optional post-launch network tuning such as BBR.

nota-america Skill

Land and deploy workflow. (gstack)

nota-america Bundle

Use when self-hosting OpenClaw on a cloud server, hardening a remote OpenClaw gateway, choosing between SSH tunneling, Tailscale, or reverse-proxy exposure, or reviewing Podman, pairing, sandboxing, token auth, and tool-permission defaults for a secure personal deployment.