Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy
Bridge THIS Claude Code or Codex session to Telegram, Discord, Feishu/Lark, QQ, or WeChat so the user can chat with Claude from their phone.
Fullstack development with bkend.ai BaaS — authentication, database, API integration. Triggers: fullstack, BaaS, login, signup, database, web app, 풀스택, 인증, init dynamic.
Add any SaaS API as a first-class integration. Provide the service name — ops-integrate discovers auth patterns, tests connectivity, and registers the API in your partner registry…
Lightweight green/red status panel for every configured integration. No gather, no actions.
IM bridge for AI coding tools — chat with Claude Code / Codex from Telegram, Discord, or Feishu. Approve permissions, get streaming responses, manage sessions from your phone.
Define contact and interactions - contact pairs, tie constraints, connectors. Use when user mentions contact, friction, tie, parts touching, or bonded surfaces.
Use when configuring Sentry alerts, managing issues, or setting up notifications. Covers alert rules, issue triage, and integrations.
Connect to REST APIs, manage authentication, and process responses. Use for API integration tasks.
Integration with Applicant Tracking Systems and automated recruitment workflow management
Create a structured plan directory with Ralph Wiggum Loop integration for backend Django projects. Generates PLAN.md (task index), task files, and RALPH-PROMPT.md (the actual…
End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac.
bkend.ai MCP tools and AI integration expert skill. Covers 28 MCP tools (Fixed 3 + Project 6 + Table 9 + Data CRUD 5 + Env 3 + Schema 2), 4 MCP resources, OAuth 2.1 + PKCE…
Integracao com BMAD Method para escala adaptativa e workflows guiados. Detecta nivel de complexidade e ajusta agentes automaticamente.
Deep integration with computational fluid dynamics tools for aerodynamic analysis across all flight regimes
Deep integration with computational fluid dynamics tools for internal and external flow analysis
Chroma local vector database setup and operations for development and production
Use when annotating code with structured metadata, tags, and markers for AI-assisted development workflows.
Implement code changes by learning from and precisely matching existing codebase patterns, ensuring seamless integration with surrounding code.
Search and annotate music from ingested YouTube history. Uses Horus Music Taxonomy (HMT) for bridge-based memory integration.
AI-driven integration of cellular imaging, laser microdissection, and ultra-sensitive mass spectrometry for spatially-resolved single-cell proteomics.
AI-powered patient digital twin creation for clinical trial simulation, treatment outcome prediction, and personalized medicine using real-world data and multi-omics integration.
Discover new books using OpenLibrary API with Federated Taxonomy integration. Recommends books based on subjects, authors, and HMT bridge attributes.
Discover new movies using TMDB API with Federated Taxonomy integration. Recommends movies based on genres, directors, and HMT bridge attributes. Can be invoked via /dogpile movies.
Provides comprehensive tools for working with Electronic Health Records (EHR) using the HL7 FHIR standard.
Expert guidance for enterprise resource planning systems, business logic, domain modeling, and ERP integration patterns.
Gene fusion detection skill for oncology applications with multiple caller integration
Comprehensive fuzzing operations with AFL++, libFuzzer, and OSS-Fuzz integration
Deep integration with Ghidra and IDA Pro for binary analysis and reverse engineering
Use when customizing gluestack-ui themes and design tokens. Covers theme provider setup, design tokens, dark mode, NativeWind integration, and extending themes.
Golden dataset lifecycle patterns for curation, versioning, quality validation, and CI integration. Use when building evaluation datasets, managing dataset versions, validating…
Detect dropped HA integrations by computing per-domain unavailable-entity ratios from the latest context snapshot.
Keycloak OIDC integration with Harness pipelines, EKS IRSA, service account authentication, and realm-as-code patterns
Harness MCP (Model Context Protocol) server integration for AI-powered CD operations, pipeline management, Git repositories, pull requests, code review comments, and bidirectional…
Aspen HYSYS integration skill for dynamic simulation, pressure-flow networks, and process dynamics
Interactive setup wizard for Jira MCP server registration. Guides through prerequisites check, credential collection, MCP server registration, and connection validation.
LabVIEW instrument control skill for DAQ systems, hardware integration, and real-time data acquisition
LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory
LangFuse LLM observability integration for tracing, analytics, and cost tracking
Human-in-the-loop integration for LangGraph workflows with approval and intervention points
Expert skill for LLVM integration including IR generation, optimization passes, and native code emission
Maintenance planning and scheduling skill with TPM integration and predictive maintenance support
TAM/SAM/SOM calculation with data source integration (CB Insights, PitchBook, etc.)
Deep integration with media monitoring platforms for coverage tracking, sentiment analysis, and reporting
Render Mermaid diagrams to images with theme customization and Markdown integration
Milvus distributed vector database configuration for large-scale RAG applications
Vision, audio, video generation, and multimodal LLM integration patterns. Use when processing images, transcribing audio, generating speech, generating AI video (Kling v3, Sora 2,…
Implement frontend UI and integrate with backend APIs — state management and API clients. Triggers: UI integration, frontend-backend, API client, 프론트엔드 통합, UI 구현.
Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design
Pinecone vector database setup, configuration, and operations for RAG applications
Expert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis
Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on "parse sarif", "read scan results", "aggregate findings",…
Test equipment integration for signal analysis (oscilloscope and logic analyzer)
AI-powered spatial integration of multi-omics datasets using probabilistic alignment for comprehensive tissue atlas construction and cellular state mapping.
Create DevForgeAI-aware Claude Code subagents with structural anti-skip enforcement (Execute-Verify-Record pattern) across all 6 phases.
End-to-end supply chain visibility integration skill connecting systems and data sources
TensorFlow/Keras model training skill with callbacks, distributed strategies, and TensorBoard integration.
Deep integration with vehicle dynamics simulation tools for handling, ride, and stability analysis
Variant Effect Predictor skill for comprehensive variant annotation with clinical database integration
Phân tích, gom nhóm, và ĐỒNG BỘ THÔNG MINH giữa Tổng Quan listing và actual group headers. v5.1.0: Intelligent Analysis with agent integration - phân tích thực sự cả hai với hỗ…