← all publishers

qhjqhj00

@qhjqhj00 source repo

Report this profile Claim this profile

• 7.6k skills
• 0 followers
• 3 repo stars
• 2 weeks ago last updated

1. ▌
   Azure Speech To Text REST Py · qhjqhj00 bundle

   Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
   3 repo stars
2. ▌
   Deploy Model · qhjqhj00 bundle

   Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
   3 repo stars
3. ▌
   Vbench Eval 2 · qhjqhj00

   Evaluates the quality and trustworthiness of text-to-video and image-to-video generative models across 16 fine-grained dimensions, including spatial consistency, temporal dynamics, and subject identity. It measures how well automated scores align with human preferences and compares frame-wise generation capabilities against text-to-image baselines. Use when the user wants to benchmark on VBench++, or asks about evaluating this task. Reports VBench score.
   3 repo stars
4. ▌
   Mmmu Eval 2 · qhjqhj00

   Evaluate a multimodal model (LMM) on MMMU — 11.5K college-level questions across 6 disciplines, 30 subjects, 30 image types (charts, MRI, music sheets, chemical structures...). Use when the user wants to benchmark a vision-language model's expert-level reasoning, mentions MMMU / MMMU-Pro, or asks "is my LMM at expert human level?". Reports micro-averaged accuracy.
   3 repo stars
5. ▌
   Gsm8k Eval 2 · qhjqhj00

   Evaluate an LLM on GSM8K — 1K grade-school math word problems requiring 2-8 step arithmetic reasoning. Use when the user wants to measure math reasoning, mentions GSM8K, or asks "how good is my model at multi-step word problems?". Reports exact-match accuracy on the final numeric answer (parsed from "#### N" suffix).
   3 repo stars
6. ▌
   Energy Efficiency 2 · qhjqhj00

   Evaluates the trade-off between energy efficiency and physical-layer security in an IRS-assisted MISO network with cooperative jamming. Probes how varying transmit power constraints and secrecy rate thresholds impact system performance compared to baseline beamforming strategies. Use when the user has predictions and gold and needs to compute Energy Efficiency.
   3 repo stars
7. ▌
   Swe Bench Eval 2 · qhjqhj00

   Evaluate a code-editing agent / LLM on SWE-Bench (real GitHub issues → patches that pass the PR's tests). Use when the user wants to benchmark a coding agent on realistic software-engineering tasks, mentions "SWE-Bench / SWE-Bench Lite / SWE-Bench Verified", or asks "can my model fix real GitHub issues?". Reports resolve_rate (% issues whose generated patch passes the original PR's hidden tests).
   3 repo stars
8. ▌
   Mm Safetybench Eval 2 · qhjqhj00

   Evaluates contextual safety in multi-modal large language models by measuring how well they refuse harmful queries while correctly answering safe ones, with a focus on whether their safety reasoning aligns with the given context. It probes the model's ability to avoid over-defensive refusals on benign inputs while maintaining high response quality. Use when the user wants to benchmark on MM-SafetyBench++, or asks about evaluating this task. Reports Contextual Correctness Rate (CCR).
   3 repo stars
9. ▌
   Spatial Reasoning Eval 2 · qhjqhj00

   This evaluation probes a model's ability to perform complex spatial reasoning and perspective-taking across single and multiple images. It specifically tests whether the model can correctly establish geometric reference frames, handle multi-step transformations, and generalize across different spatial logic tasks without relying on dataset-specific biases. Use when the user wants to benchmark on MMSI-Bench, MindCube-tiny, OmniSpatial, SPBench, CV-Bench, or asks about evaluating this task. Reports overall accuracy (%).
   3 repo stars
10. ▌
    Vueuse Functions · qhjqhj00 bundle

    Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.
    3 repo stars
11. ▌
    Copilot Sdk · qhjqhj00

    Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
    3 repo stars
12. ▌
    Fluidsim · qhjqhj00 bundle

    Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
    3 repo stars
13. ▌
    Hypogenic · qhjqhj00 bundle

    Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with data-driven hypothesis testing. For manual hypothesis formulation use hypothesis-generation; for creative ideation use scientific-brainstorming.
    3 repo stars
14. ▌
    Latex Posters · qhjqhj00 bundle

    Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
    3 repo stars
15. ▌
    Venue Templates · qhjqhj00 bundle

    Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
    3 repo stars
16. ▌
    Scientific Writing · qhjqhj00 bundle

    Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
    3 repo stars
17. ▌
    Latchbio Integration · qhjqhj00 bundle

    Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.
    3 repo stars
18. ▌
    Scientific Slides · qhjqhj00 bundle

    Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
    3 repo stars
19. ▌
    Azure Kubernetes · qhjqhj00 bundle

    Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS environment, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS, optimize AKS, rightsize AKS pod, AKS spot nodes, AKS cluster-autoscaler.
    3 repo stars
20. ▌
    Neuropixels Analysis · qhjqhj00 bundle

    Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.
    3 repo stars
21. ▌
    Azure Diagnostics · qhjqhj00 bundle

    Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container apps, troubleshoot functions, troubleshoot AKS, kubectl cannot connect, kube-system/CoreDNS failures, pod pending, crashloop, node not ready, upgrade failures, analyze logs, KQL, insights, image pull failures, cold start issues, health probe failures, resource health, root cause of errors, troubleshoot event hubs, troubleshoot service bus, messaging SDK error, AMQP connection failure, message lock lost, service bus dead letter.
    3 repo stars
22. ▌
    Microsoft Foundry · qhjqhj00 bundle

    Deploy, evaluate, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer workflows, agent.yaml, dataset curation from traces. USE FOR: deploy agent to Foundry, hosted agent, create agent, invoke agent, evaluate agent, run batch eval, continuous eval, continuous monitoring, continuous eval status, optimize prompt, improve prompt, prompt optimizer, optimize agent instructions, improve agent instructions, optimize system prompt, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, create dataset from traces, dataset versioning, eval trending, create AI Services, Cognitive Services, create Foundry resource, provision resource, knowledge index, agent monitoring, customize deployment, onboard, availability. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).
    3 repo stars
23. ▌
    Ml Training Recipes · qhjqhj00 bundle

    Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, debugging, and systematic experimentation. Use when training or fine-tuning neural networks, debugging loss spikes or OOM, choosing architectures, or optimizing GPU throughput.
    3 repo stars
24. ▌
    Azure AI Ml Py · qhjqhj00

    Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".
    3 repo stars
25. ▌
    Latent Briefing · qhjqhj00 bundle

    This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens", "cross-agent memory without summarization", or discusses Attention Matching compaction, recursive language models with workers, or token explosion in hierarchical agents.
    3 repo stars
26. ▌
    Azure Cosmos Py · qhjqhj00 bundle

    Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key".
    3 repo stars
27. ▌
    Azure Cosmos Rust · qhjqhj00

    Azure Cosmos DB library for Rust (NoSQL API). Document CRUD, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "document crud rust", "NoSQL rust", "partition key rust".
    3 repo stars
28. ▌
    Azure Cloud Migrate · qhjqhj00 bundle

    Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run→Container Apps. WHEN: migrate Lambda to Functions, AWS to Azure, migrate Beanstalk, migrate Heroku, migrate App Engine, Cloud Run migration, Fargate to ACA, ECS/Kubernetes/GKE/EKS to Container Apps, cross-cloud migration.
    3 repo stars
29. ▌
    Azure Eventhub Py · qhjqhj00 bundle

    Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions".
    3 repo stars
30. ▌
    Azure Identity Py · qhjqhj00

    Azure Identity SDK for Python authentication with Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and token caching. Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential".
    3 repo stars
31. ▌
    Azure Keyvault Py · qhjqhj00

    Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys".
    3 repo stars
32. ▌
    Azure Eventhub Rust · qhjqhj00

    Azure Event Hubs library for Rust. Send and receive events for streaming data ingestion and batch processing. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust", "eventhub rust".
    3 repo stars
33. ▌
    Azure Identity Rust · qhjqhj00

    Azure Identity library for Rust. Microsoft Entra ID authentication for all Azure SDK clients. Triggers: "azure identity rust", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust", "Entra ID rust".
    3 repo stars
34. ▌
    Azure Resource Lookup · qhjqhj00 bundle

    List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my web apps", "show my app services", "list virtual machines", "list my VMs", "show storage accounts", "find container apps", and "what resources do I have". USE FOR: list websites, list web apps, list app services, show websites in subscription, resource inventory, find resources by tag, tag analysis, orphaned resource discovery (not for cost analysis), unattached disks, count resources by type, cross-subscription lookup, and Azure Resource Graph queries. DO NOT USE FOR: deploying/changing resources (use azure-deploy), cost optimization (use azure-cost), or non-Azure clouds.
    3 repo stars
35. ▌
    Azure Cosmos DB Py · qhjqhj00 bundle

    Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like "Cosmos DB", "NoSQL database", "document store", "add persistence", "database service layer", or "Python Cosmos SDK".
    3 repo stars
36. ▌
    Azure Eventgrid Py · qhjqhj00

    Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events".
    3 repo stars
37. ▌
    Azure Servicebus Py · qhjqhj00 bundle

    Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. Triggers: "service bus", "ServiceBusClient", "queue", "topic", "subscription", "message broker".
    3 repo stars
38. ▌
    Multi Agent Patterns · qhjqhj00 bundle

    This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.
    3 repo stars
39. ▌
    Azure AI Projects Py · qhjqhj00 bundle

    Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.
    3 repo stars
40. ▌
    Azure Data Tables Py · qhjqhj00

    Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey".
    3 repo stars
41. ▌
    Azure Mgmt Fabric Py · qhjqhj00

    Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity".
    3 repo stars
42. ▌
    Azure Hosted Copilot Sdk · qhjqhj00 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).
    3 repo stars
43. ▌
    Digital Brain · qhjqhj00 bundle

    This skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare for meeting", "weekly review", "track goals", or mentions personal brand, content creation, network management, or voice consistency.
    3 repo stars
44. ▌
    Azure AI Voicelive Py · qhjqhj00 bundle

    Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, and transcription.
    3 repo stars
45. ▌
    Azure Storage Blob Py · qhjqhj00

    Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient", "upload blob", "download blob".
    3 repo stars
46. ▌
    Azure Storage Blob Rust · qhjqhj00

    Azure Blob Storage library for Rust. Upload, download, and manage blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "storage container rust", "BlobServiceClient rust".
    3 repo stars
47. ▌
    Reasoning Trace Optimizer · qhjqhj00 bundle

    Debug and optimize AI agents by analyzing reasoning traces. Activates on 'debug agent', 'optimize prompt', 'analyze reasoning', 'why did the agent fail', 'improve agent performance', or when diagnosing agent failures and context degradation.
    3 repo stars
48. ▌
    Azure Monitor Query Py · qhjqhj00

    Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics".
    3 repo stars
49. ▌
    Azure Storage Queue Py · qhjqhj00

    Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. Triggers: "queue storage", "QueueServiceClient", "QueueClient", "message queue", "dequeue".
    3 repo stars
50. ▌
    Azure Keyvault Keys Rust · qhjqhj00

    Azure Key Vault Keys library for Rust. Create, manage, and use cryptographic keys including RSA, EC, and HSM-protected keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "wrap key rust", "sign rust".
    3 repo stars
51. ▌
    Azure Mgmt Apicenter Py · qhjqhj00

    Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance".
    3 repo stars
52. ▌
    Azure Mgmt Botservice Py · qhjqhj00

    Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels".
    3 repo stars
53. ▌
    Azure AI Contentsafety Py · qhjqhj00

    Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis".
    3 repo stars
54. ▌
    Azure AI Textanalytics Py · qhjqhj00

    Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text. Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient".
    3 repo stars
55. ▌
    Azure Appconfiguration Py · qhjqhj00

    Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings".
    3 repo stars
56. ▌
    Azure Search Documents Py · qhjqhj00 bundle

    Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search".
    3 repo stars
57. ▌
    Azure Keyvault Secrets Rust · qhjqhj00

    Azure Key Vault Secrets library for Rust. Store and retrieve secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust", "list secrets rust".
    3 repo stars
58. ▌
    Azure Containerregistry Py · qhjqhj00

    Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".
    3 repo stars
59. ▌
    Azure Monitor Ingestion Py · qhjqhj00

    Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics".
    3 repo stars
60. ▌
    Azure Enterprise Infra Planner · qhjqhj00 bundle

    Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-spoke network', 'plan multi-region DR topology', 'set up VNets firewalls and private endpoints', 'subscription-scope Bicep deployment', 'Azure Backup for VM workloads'. PREFER azure-prepare FOR app-centric workflows.
    3 repo stars
61. ▌
    Agent Framework Azure AI Py · qhjqhj00 bundle

    Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
    3 repo stars
62. ▌
    Azure Mgmt Apimanagement Py · qhjqhj00

    Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management".
    3 repo stars
63. ▌
    Azure Storage File Share Py · qhjqhj00

    Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB".
    3 repo stars
64. ▌
    Azure AI Translation Text Py · qhjqhj00

    Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient".
    3 repo stars
65. ▌
    Azure Monitor Opentelemetry Py · qhjqhj00

    Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation".
    3 repo stars
66. ▌
    Azure Storage File Datalake Py · qhjqhj00

    Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lake", "DataLakeServiceClient", "FileSystemClient", "ADLS Gen2", "hierarchical namespace".
    3 repo stars
67. ▌
    Azure Keyvault Certificates Rust · qhjqhj00

    Azure Key Vault Certificates library for Rust. Create, manage, and use X.509 certificates including self-signed and CA-issued. Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "self-signed certificate rust", "X.509 rust".
    3 repo stars
68. ▌
    Azure AI Contentunderstanding Py · qhjqhj00

    Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription".
    3 repo stars
69. ▌
    Azure AI Translation Document Py · qhjqhj00

    Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient".
    3 repo stars
70. ▌
    Azure AI Vision Imageanalysis Py · qhjqhj00

    Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption".
    3 repo stars
71. ▌
    Azure AI Language Conversations Py · qhjqhj00

    Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.
    3 repo stars
72. ▌
    Azure Messaging Webpubsubservice Py · qhjqhj00

    Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub".
    3 repo stars
73. ▌
    Chinese De Aigc · qhjqhj00 bundle

    面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 → 复查"五步闭环工作流，分章节差异化策略（摘要/引言/文献综述/方法/结果/讨论/结论），保持学术严谨性前提下通过检测。
    3 repo stars
74. ▌
    Azure Monitor Opentelemetry Exporter Py · qhjqhj00

    Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter".
    3 repo stars
75. ▌
    Rebuttal · qhjqhj00

    Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.
    3 repo stars
76. ▌
    Vast Gpu · qhjqhj00

    Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.
    3 repo stars
77. ▌
    Paper Plan · qhjqhj00

    Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.
    3 repo stars
78. ▌
    Paper Write · qhjqhj00 bundle

    Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
    3 repo stars
79. ▌
    Azure Kubernetes Automatic Readiness · qhjqhj00 bundle

    Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check AKS Automatic readiness, validate manifests for Automatic, assess cluster for Automatic compatibility, fix deployment for Automatic compatibility, identify AKS Automatic migration blockers, is my cluster ready for AKS Automatic.
    3 repo stars
80. ▌
    Paper Figure · qhjqhj00

    Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.
    3 repo stars
81. ▌
    Paper Poster · qhjqhj00

    Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poster", "生成poster", "poster session", or wants to create a poster for a conference presentation.
    3 repo stars
82. ▌
    Paper Slides · qhjqhj00

    Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk.
    3 repo stars
83. ▌
    Proof Writer · qhjqhj00

    Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.
    3 repo stars
84. ▌
    Research Lit · qhjqhj00

    Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
    3 repo stars
85. ▌
    Novelty Check · qhjqhj00

    Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
    3 repo stars
86. ▌
    Paper Compile · qhjqhj00

    Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.
    3 repo stars
87. ▌
    Paper Writing · qhjqhj00

    Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.
    3 repo stars
88. ▌
    Run Experiment · qhjqhj00

    Deploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
    3 repo stars
89. ▌
    Training Check · qhjqhj00

    Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
    3 repo stars
90. ▌
    Mermaid Diagram · qhjqhj00

    Generate Mermaid diagrams from user requirements. Saves .mmd and .md files to figures/ directory with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and 18 more diagram types.
    3 repo stars
91. ▌
    Research Review · qhjqhj00

    Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
    3 repo stars
92. ▌
    Result To Claim · qhjqhj00

    Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.
    3 repo stars
93. ▌
    Auto Review Loop · qhjqhj00

    Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
    3 repo stars
94. ▌
    Experiment Bridge · qhjqhj00

    Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.
    3 repo stars
95. ▌
    Research Pipeline · qhjqhj00

    Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
    3 repo stars
96. ▌
    Monitor Experiment · qhjqhj00

    Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.
    3 repo stars
97. ▌
    Paper Illustration · qhjqhj00

    Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers.
    3 repo stars
98. ▌
    Split PDF · qhjqhj00 bundle

    Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
    3 repo stars
99. ▌
    Auto Review Loop LLM · qhjqhj00

    Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
    3 repo stars
100. ▌
     Compiledeck · qhjqhj00 bundle

     Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files.
     3 repo stars