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DevOps & Cloud
Deployment, cloud, containers, CI/CD, monitoring, and infrastructure
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- Delft3D**Package**: `hydrocraft-delft3d-ocean` v1.0.0 **Model**: Delft3D (D-Flow FM + Delft3D-FLOW) — Deltares **Created by**: Jianyun Zhang Research Group, Hohai University **Last updated**: 2026-03-26 **Stats**: 5 tools | 6 skill documents | 16 diagnostic triplets | ~2,000 lines of validated Python **Validation status**: `example_validated` (F34 test case, structured + unstructured grids) ---Votes: 0GitHub stars: 200
- DocsAssemble all input components into a runnable configuration, create batch files, execute DNDCv.CAN v9.6.0 (as a Windows PE32 executable either natively on Windows or via Wine on Linux), monitor execution, handle errors, and manage spinup procedures.Votes: 0GitHub stars: 200
- Cell2Fire**Package**: `hydrocraft-cell2fire-wildfire` v1.0.0 **Model**: Cell2Fire W (C2F-W) — unified Scott&Burgan, FBP-Canada, Kitral fire spread simulator **Source**: https://github.com/fire2a/C2F-W **Last updated**: 2026-03-26 **Stats**: 4 tools | 5 skill documents | 15+ diagnostic triplets | ~2,000 lines of validated Python **Validation status**: `build_validated` (Vilopriu 2013, Scott&Burgan model) ---Votes: 0GitHub stars: 200
- DocsThin wrapper for the preserved detailed note: [s0_preflight.md](s0_preflight.md).Votes: 0GitHub stars: 200
- CaMa FloodCaMa-Flood v4.20 river routing and floodplain model. Routes gridded runoff (from VIC, wflow, HYPE, etc.) through a global river network to produce discharge, water depth, and flood inundation extent.Votes: 0GitHub stars: 200
- CE QUAL W2**Package**: `hydrocraft-cequalw2-reservoir` v1.0.0 **Model**: CE-QUAL-W2 v4.5 (2D laterally-averaged hydrodynamic and water quality) **Created by**: Jianyun Zhang Research Group, Hohai University **Last updated**: 2026-03-24 **Stats**: 16 tools | 6 skill documents | 32 diagnostic triplets | 3,434 lines of validated Python **Validation status**: `binary_only` (pending source compilation and example validation) ---Votes: 0GitHub stars: 200
- Docs> **Stage ID**: s8_execution > **Pipeline order**: 8 of 10 > **Depends on**: s7_model_assemblyVotes: 0GitHub stars: 200
- Source Verificationsource-verification — Verify articles, claims, and web sources by separating what is directly supported, what is partially supported, and what is unverified or misleading.Votes: 0GitHub stars: 56
- ZeudeEnterprise AI adoption platform for Claude Code — measures team usage via OpenTelemetry, syncs skills/MCP servers/hooks from a central dashboard, and delivers context-aware skill suggestions at prompt time. Solves the Intention-Action Gap: organizations that deploy Zeude see 3x adoption improvement (6% → 18%). Requires Supabase (config) and ClickHouse (analytics). Triggers on: zeude, ai adoption, claude code adoption, enterprise claude, opentelemetry claude, skill sync, team claude management.Votes: 0GitHub stars: 47
- Web Game DevelopmentRoute Three.js and browser game-development requests into the narrowest matching sub-skill of the 19-skill MengTo/Skills game-development family — level authoring, map editing, cameras, enemy systems and AI, monster rigs, action combat, encounter design, inventory, hybrid/Vesperfall assets, VFX, audio feedback, mobile controls, performance tuning, QA, changelogs, and release. Use when a task touches any of those for a playable web game, and fetch the matching sub-skill before doing the work i...Votes: 0GitHub stars: 47
- Wai PlayRoute web-game auto-playtesting with WAI Play (waiterve/wai-play): decide whether the next move is a testability check, authoring or repairing the `GameFlowAgentAPI` bridge, running a real browser playtest, reading the five-dimension quality report, or unblocking a key node the agent cannot reach. Use when the user wants an AI agent to actually play their HTML5 / canvas / vibe-coded web game and return reproducible evidence, scores, and fix suggestions across the five supported types (survivo...Votes: 0GitHub stars: 47
- Unity CliInstall, configure, and use the Unity Command Line Interface (CLI) for automated production workflows, project management, and cloud integration. Use when setting up CLI-based build automation, CI/CD pipelines, Editor/module management, authentication, or localhost API calls via the experimental Unity Pipeline package. Designed for verifiable, machine-readable game production workflows where the build machine must be describable and tests must return evidence. Triggers on: Unity CLI, unity co...Votes: 0GitHub stars: 47
- TokhubSet up, run, and contribute to TokHub (github.com/yaojingang/TokHub) — an open-source AI API relay monitoring, recommendation, and OpenAI-compatible gateway system with L1/L2/L3 channel health probing, usage metering, alerts, audit, and Docker self-hosting. Use when the user asks about TokHub, "AI API 中转站监控", cloning/running the Go + React monorepo (TOKHUB_ROLE, sqlc, TimescaleDB, NATS), the L1/L2/L3 probe algorithm, the OpenAI-compatible `/gateway/v1/*` endpoint, or contributing a PR to TokH...Votes: 0GitHub stars: 47
- Threejs LoadersLoad and manage Three.js assets with LoadingManager, GLTFLoader, DRACOLoader, KTX2Loader, texture/HDR loaders, async error handling, caching, progress reporting, and resource ownership. Use when importing GLB/GLTF models, textures, HDR assets, or compressed geometry, or when fixing slow, failed, duplicated, or leaky asset loads. Triggers on: Three.js loader, GLTFLoader, GLB, glTF, DRACOLoader, KTX2Loader, LoadingManager, texture loader, HDR loader, loading progress, asset cache.Votes: 0GitHub stars: 47
- System Environment SetupBuild reproducible developer environments for real projects: local toolchains, runtime versions, Docker Compose or dev containers, onboarding flows, local service parity, bootstrap scripts, and environment troubleshooting. Use when the user needs a repo to run consistently across machines, containers, or staged environments, even if they only say setup dev environment, onboarding, Docker, devcontainer, local parity, bootstrap, or make this runnable. This is the canonical broader environment-s...Votes: 0GitHub stars: 47
- Performance ProfilingGuide performance profiling for Apple platform apps with Instruments, Xcode diagnostics, and MetricKit. Use when investigating app hangs, stutters, high CPU, memory leaks, memory growth, OOM crashes, slow launch, battery drain, thermal issues, App Store performance readiness, or when adding os_signpost and measurement hooks.Votes: 0GitHub stars: 47
- OpikRun Comet's Opik — open-source LLM observability, evaluation, and optimization — from one routing-first skill: install the Python/TypeScript SDK, stand up a server (Comet.com cloud, Docker Compose via `./opik.sh`, or Kubernetes/Helm), wire tracing through `@opik.track` or one of 50+ framework integrations (OpenAI, Anthropic, LangChain, LangGraph, LlamaIndex, CrewAI, DSPy, Ollama, Bedrock, Vercel AI SDK, …), score outputs with LLM-as-a-judge metrics (Hallucination, Moderation, Answer Relevance...Votes: 0GitHub stars: 47
- OpenstoryWork with OpenStory (github.com/openstory-so/openstory), the open-source AI script-to-video sequence platform built on Bun + TanStack Start + Cloudflare Workers (D1, R2, Workflows, Durable Objects) with Drizzle, Better Auth, and Fal.ai/OpenRouter models. Routes one request to one mode: run it locally (`bun install && bun dev` on Miniflare, `FAL_KEY` / `OPENROUTER_KEY`), trace the storyboard pipeline (scene split, casting, prompts, frame images, motion, music), author a Cloudflare Workflow und...Votes: 0GitHub stars: 47
- OpenoctaOperate openocta/openocta, the Apache-2.0 desktop and service AIOps agent for natural-language inspection, alert analysis, data queries, remediation, local knowledge, Skills, MCP, channels, and webhooks. Route one request to fit check, release install or upgrade, gateway and model configuration, security hardening, integration, troubleshooting, or source build. Use when the user names OpenOcta, Open Octa, its `openocta` CLI, port 18900, Knowledge Vault, OpenOcta Skills, digital employees, or ...Votes: 0GitHub stars: 47
- Open Generative AiOperate Anil-matcha/Open-Generative-AI, the MIT-licensed Next.js and Electron studio that fronts MuAPI image, video, audio, lip sync, workflow, and agent models with optional local sd.cpp and Wan2GP inference. Route one request to fit check, desktop release install, source or Docker self-host, API key and provider configuration, local inference setup, model catalog verification, troubleshooting, or upgrade. Use when the user names Open Generative AI, Anil-matcha/Open-Generative-AI, its Image,...Votes: 0GitHub stars: 47
- Npm Git InstallRoute Node package-delivery ambiguity into one install packet: temporary Git bridge, SHA-pinned shared bridge, private-auth Git path, tarball / `npm pack` artifact, workspace / `file:` inner-loop, or publish-first registry handoff. Use when the user wants to install an npm / pnpm / Yarn / Bun package from a branch, tag, commit, fork, private repo, monorepo package, or unreleased fix, and the real question is which delivery path is safest rather than how Git or package registries work in gener...Votes: 0GitHub stars: 47
- Multiplayer Game ArchitectureDesign and review the networking contract for multiplayer games before engine or backend implementation. Use when a team must choose dedicated-authoritative, listen-server, relay-assisted peer, lockstep, snapshot, or asynchronous models; assign authority for movement, combat, inventory, economy, and match state; plan prediction, reconciliation, interpolation, lag handling, matchmaking, reconnects, protocol versions, and cheat resistance; select WebSocket, WebRTC DataChannel, WebTransport, or ...Votes: 0GitHub stars: 47
- Monitoring ObservabilityRoute observability work from the current packet into one monitoring brief. Use when the main job is deciding service-health signals, telemetry rollout, dashboard/alert coverage, pipeline freshness/schema monitoring, or game live-ops visibility; choosing between service reliability, telemetry foundation, review audit, data/pipeline, and live-ops modes; and naming one smallest implementation slice. Route outage-log root cause to `log-analysis`, code-level failure isolation to `debugging`, bott...Votes: 0GitHub stars: 47
- Looker Studio BigqueryRoute BigQuery-backed Looker Studio work into one stakeholder-reporting packet: dashboard-spec, slow-dashboard triage, refresh-shape choice, audience split, or exec-handoff. Use when the user needs KPI boards, PM/ops reviews, marketing / GTM reporting, product funnel summaries, or game/live-ops telemetry dashboards on top of curated BigQuery data. Route KPI explanation to `data-analysis`, repeated anomaly hunting to `pattern-detection`, telemetry/alerting coverage to `monitoring-observability...Votes: 0GitHub stars: 47