DevOps & Infra

g1joshi Skill

Azure Cosmos DB multi-model database with global distribution. Use for Azure.

g1joshi Skill

AWS DynamoDB serverless NoSQL with streams and global tables. Use for AWS serverless.

g1joshi Skill

Supabase PostgreSQL backend-as-a-service with realtime. Use for serverless PostgreSQL.

ariffazil Bundle

Build, test, inspect, install, and deploy MCP servers with FastMCP in Python

ariffazil Bundle

Companion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS.

g1joshi Skill

Snowflake cloud data warehouse with data sharing. Use for cloud analytics.

g1joshi Skill

Microsoft SQL Server with T-SQL, SSMS, and enterprise features. Use for Windows/Azure.

g1joshi Skill

DigitalOcean cloud platform with droplets. Use for simple cloud.

ariffazil Bundle

One-click deploy, publish, and update a local project or Git repository to Alibaba Cloud International (alibabacloud.com), producing an accessible online service with a public IP. Supports full-stack ROS orchestration, automatic cloud-resource provisioning, pre-deployment price confirmation, service health checks, deployment-state recording, hot updates, and optional domain + HTTPS setup. Use when: the user asks to deploy a project to the cloud, put an app online, publish a website, generate an access URL, deploy a Git repo, or update an online version and has NOT named a specific cloud platform; or the user mentions "Alibaba Cloud", "alibabacloud.com", or the international site. Do not use when: the user explicitly targets Aliyun China (aliyun.com), AWS, GCP, Azure, or another specific cloud platform.

g1joshi Skill

Docker Desktop for Mac/Windows. Use for local containers.

g1joshi Skill

PlanetScale serverless MySQL with branching. Use for scalable MySQL.

g1joshi Skill

GitHub Actions CI/CD workflows with reusable actions. Use for GitHub automation.

ariffazil Skill

ASR (Automatic Speech Recognition) ingestion layer using GLM-ASR-2512 (Z.AI). Decode phase of AAA-audio-emd-pipeline. Custom dictionary for arifOS-specific terms, audio chunking for ≤30 s/≤25 MB constraint, stream mode for realtime. Penang-Besi dialect and code-switching support.

ariffazil Bundle

REPO_REALITY_AUDIT::v1.2 — Sovereign doctrine (F13, 2026-08-14). Audit codebase reality, not AI output. Categories: STUB Tiers T1-T4, ORPHAN, SHIM, REALITY_LEAK, AUTHORITY_LEAK, CLAIM_DRIFT (A comment/B architecture/C metric), FAKE_METRIC. Pipeline: SCAN→CONTEXT→REACHABILITY→RUNTIME_IMPACT→VERDICT. HEURISTIC≠MEASUREMENT semantics. Nuclear Rule: no abstract feature without concrete consumer. USE WHEN: audit repo, find stubs, reality audit, orphan/shim detection, verify implementation claims.

g1joshi Skill

Serverless architecture with FaaS and BaaS. Use for cloud functions.

g1joshi Skill

Twelve-factor app methodology. Use for cloud-native apps.

ariffazil Skill

Unified MCP operations skill. General MCP server operations via mcporter CLI, federation MCP management (FastMCP build/deploy/operate), and MCP server health probe + auto-recovery (lifeguard). Merges: FORGE-mcp-ops, FORGE-mcp-federation-ops, FORGE-mcp-lifeguard.

ariffazil Skill

Docker Compose runbook for af-forge VPS. Pinned versions, restart discipline, health checks, compose governance, thermodynamic fleet reasoning, and concrete container commands. Lower machine entropy.

oimiragieo Bundle

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.

ariffazil Bundle

Validate Caddy reverse proxy configs, Cloudflare Origin CA SSL expiry, DNS parity, tunnel status, and Cloudflare tunnel exposure. USE WHEN: "check SSL", "Caddy config valid", "tunnel status", "DNS parity", "SSL expiry", "infra health", "Cloudflare check".

ariffazil Bundle

Multi-modal reasoning bridge — unifies text, image, tabular data, and geospatial evidence into a single reasoning chain. Routes visual analysis through GEOX vision pipeline, tabular data through WEALTH compute, and text through standard LLM reasoning. USE WHEN: "analyze this image + data", "combine visual and textual evidence", "multi-modal prospect evaluation".

oimiragieo Bundle

Azure DevOps integration covering pipelines, boards, repos, artifacts, and work item management via Azure CLI and REST API

boshi-xixixi Bundle

当用户需要实现 GitOps 工作流、自动化 Kubernetes 部署或设置声明式基础设施管理时使用。此 Skill 提供使用 ArgoCD 和 Flux 实现自动化声明式持续交付的完整指南。

ariffazil Skill

EMD (Encode → Metabolize → Decode) orchestration doctrine for audio in the arifOS federation. The constitutional loop that binds ASR → LLM reasoning → TTS into a single governed pipeline. Every audio exchange in arifOS flows through this reflex arc.

oimiragieo Bundle

AWS cloud operations for CloudWatch, S3, Lambda, EC2, and IAM

ariffazil Skill

Build GitHub Actions CI/CD pipelines, Docker multi-stage builds, and deploy-verify patterns for VPS af-forge. Cover test → build → deploy → smoke-test → rollback lifecycle.

boshi-xixixi Bundle

当用户需要在中国环境部署 Flutter 项目、配置国内镜像加速或解决依赖下载问题时使用。此 Skill 提供 Flutter 项目初始化、部署和运行时的完整镜像配置方案。

oimiragieo Bundle

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

oimiragieo Bundle

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

oimiragieo Bundle

Docker Compose container orchestration and management. Manage multi-container applications, services, networks, and volumes. Use for local development, testing, and orchestration of containerized applications.

tibsfox Skill

Unit Circle Laboratory + sc-dev-team autonomous mission control. Provides human-in-the-loop automation layer, pipeline management, context lifecycle, stuck-state prevention. UC re-execution series and dev branch milestones. Adapted from uc-lab pattern for code plan/execute/verify/complete. Auto-activates during UC milestone work; trigger: user says 'bring up the dev team'.

tibsfox Bundle

Pipeline retirement protocol for completed work items. Implements a 7-stage validate-commit-push-submit-notify-cleanup-terminate pipeline with irreversibility after push. Done means gone.

ariffazil Bundle

Operational doctrine for Audio Intelligence with 'qualia rasa' in the arifOS federation. Defines qualia as high-fidelity acoustic variance — agents simulate biological imperfection (breath, pause, hesitation, dry wit, nasal resonance) synchronously with semantic context. Bridge doctrine between AGI-audio-quantum-cognition physics and AAA-audio-emd-pipeline reflex arc.

tibsfox Skill

MLOps and the production ML lifecycle -- model packaging and serving, CI/CD for ML, experiment tracking, model registries, reproducibility, production monitoring for data and concept drift, retraining pipelines, A/B and shadow deployment, and rollback. Covers batch vs online/real-time inference, REST endpoints, feature stores, data and version pinning, deterministic pipelines, performance-decay detection, and retraining triggers. Use when deploying models to production, serving predictions, monitoring for data or concept drift, setting up ML CI/CD, tracking experiments, managing a model registry, or planning retraining, shadow rollout, and rollback.

crestapps Skill

Skill for configuring SMS messaging in Orchard Core. Covers SMS provider setup (Log, Twilio, Azure Communication Services), ISmsService for programmatic sending, custom SMS provider implementation, workflow SMS activities, notification integration, and provider configuration. Use this skill when requests mention Orchard Core SMS, Configure and Send SMS Messages, Available SMS Providers, Enabling SMS Features, Configuring Twilio, Configuring Azure Communication Services via Admin UI, or closely related Orchard Core implementation, setup, extension, or troubleshooting work. Strong matches include work with OrchardCore.Sms, OrchardCore.Sms.Azure, OrchardCore.Notifications.Sms, OrchardCore.Settings, OrchardCore.Workflows. It also helps with Configuring Twilio, Configuring Azure Communication Services via Admin UI, Configuring Default Azure Communication Services via, plus the code patterns, admin flows, recipe steps, and referenced examples captured in this skill.

crestapps Bundle

Guidance for configuring and sending email in Orchard Core with the OrchardCore.Email module, SMTP or Azure Communication Services providers, IEmailService, MailMessage, Result, Liquid templates, workflow activities, recipes, and provider selection. Use this skill when requests mention OrchardCore.Email Module, Email Providers, Configuring SMTP Settings, Via Admin UI, Via Recipe, Via Configuration Provider, ISmtpService migration, MailKitSmtpService migration, or closely related Orchard Core implementation, setup, extension, or troubleshooting work.