Check and analyze WaveCap transcriptions. Use when the user wants to inspect transcript quality, find problematic transcriptions, compare original vs corrected text, or audit…
Map workflows, extract SOPs, and identify automation opportunities through systematic process capture and AI tractability assessment.
Thin orchestrator for resolving low-confidence plan tasks with evidence, explicit precursor tasks, stable task IDs, and checkpoint-aware reassessment.
Check methods reporting against CONSORT, JARS, DA-RT standards.
Common agent patterns and templates for Claude Code. Use when implementing agents to follow proven patterns for proxy mode, TodoWrite integration, and quality checks.
Handle mental health crisis situations in AI coaching safely. Use when implementing crisis detection, safety protocols, emergency escalation, or suicide prevention featur — from…
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns.
Docker and Docker Compose configuration and troubleshooting. Use for containers, services, volumes, networking, health checks, and deployment patterns.
Design schemas, write queries for MongoDB and PostgreSQL. Use for database design, SQL/NoSQL queries, aggregation pipelines, indexes, migrations, replication, performance…
Extract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese).
Use when searching for concepts, ideas, or similar content without exact keywords; when user asks "find similar to...", needs semantic discovery, research across perspect — from…
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Image-to-video (or text-to-video) via any FAL video model (Kling, Seedance, Veo), ROUTED THROUGH THE GooseWorks fal-proxy so the call bills the Ads agent.
Use when evaluating whether a new feature, dependency, or abstraction is truly needed. 5-step root cause challenge.
Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture.
Canon de estilo narrativo para SyV - 13 reglas de construcción de prosa basadas en proporción áurea, elipsis emocional y sincretismo técnico-litúrgico — from…
Centralized model versioning, staging, and lifecycle management. Activates for "model registry", "model versioning", "model staging", "deploy to production", "rollback model",…
Create a research plan with parallel investigation tasks. Use when exploring a topic, analyzing external code, or gathering information to inform an implementation plan.
Generates professional API documentation, user guides, and architectural documentation from code and specifications.
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance — from…
Investigation flow (Glob -> Grep -> Read), evidence-based research with file:line references, structured output format for AI consumption.
Real-time news analyst. Monitors emergency news, breaking developments, and general news articles to assess immediate market impact and sentiment shifts for trading signals.
Эксперт active learning. Используй для ML с участием человека, uncertainty sampling, annotation workflows и labeling optimization. — from majiayu000/claude-skill-registry
Analyze completed experiments and craft executive-ready summaries with insights and recommendations. — from majiayu000/claude-skill-registry
Interactive REPL workflows with Codex CLI including session management, multimodal conversations, and automated execution.
Create feature spec files from project docs, commit and push to main, and create matching feature branches from main. — from majiayu000/claude-skill-registry
Evaluate GitHub contributors for MLOps/engineering roles. Use when analyzing candidates, researching GitHub profiles, or updating CONTRIBUTORS.md with hiring assessments.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown.
Leverage Claude Opus 4.5's extended thinking capabilities for deep reasoning, complex analysis, and multi-step synthesis.
Caching patterns for Tzurot v3. Use when implementing cache layers, TTL strategies, or debugging cache issues. Covers Redis patterns, cache-aside, and invalidation.
Reference for Claude Code Tasks — tool parameters, status lifecycle, dependency management, and conventions
Generate Ralph-compatible prompts for entire projects from scratch. Creates comprehensive prompts with architecture phase, implementation phases, testing, and documentation.
Google Gemini API with @google/genai SDK. Use for multimodal AI, thinking mode, function calling, or encountering SDK deprecation warnings, context errors, multimodal format…
Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. — from majiayu000/claude-skill-registry
Performs Codex-assisted project health diagnostics, identifies capability gaps, and produces prioritized improvement plans.
Transformiert Anforderungen in Best-Practice Prompts nach Claude 4.x Standards (Dezember 2025). Basiert auf: - Nate B.
Extend CE to non-tabular data modalities (vision, audio, timeseries, text) via ADR-033 plugin contracts, modality naming rules, and extension safety guardrails.
Track and analyze Claude Code usage statistics for CircleTel development. Use to monitor productivity, track model usage, view usage streaks, and optimize development workflow…
Generate visual hierarchy diagrams of agent system showing levels and delegation. Use for documentation or onboarding. — from majiayu000/claude-skill-registry
Company-specific procedures, standards, templates, and best practices for engineering documentation, project management, and professional communication in building energy…
다각도 코드 리뷰 스킬. UI/UX, 성능, 디자인, 코드 품질, 엣지케이스, 보안 등 6가지 관점에서 체계적인 코드 리뷰를 수행합니다. 코드 변경 후, PR 생성 전, 기능 구현 완료 후에 사용하세요.
Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
Analyze customer message text for sentiment, urgency, and emotional tone.
Strategic analyst that maps competitive landscapes, identifies white space opportunities, and provides positioning recommendations.
Prüft KI-Anbieterverträge gegen die unternehmenseigenen Governance- Positionen; kennzeichnet Training auf Daten, Haftung, Modelländerungen und KI-Richtlinien-Konsistenz — from…
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead — from majiayu000/claude-skill-registry
Applies Alex Hormozi's $100M Money Models frameworks to design, evaluate, and improve Skool community monetization strategies.
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) — from…
Test speleothem earthquake detection against modern earthquake catalogs. Use when validating methodology, checking if cave detects known earthquakes, building validation matrix.
全面代码库审计 — 自适应并行深度分析（前后端契约、数据完整性、异常处理/安全、架构/技术债、配置/缓存），输出按严重程度排序的统一报告和修复路线图。Use when user asks to audit, analyze, or review an entire codebase for design issues, find hidd — from…
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
Export RFP data, evaluations, and pursuits in CSV and other formats. Use when implementing data export features, building reports, or extracting data for analysis.
Use when setting up Bknd SDK in a frontend application. Covers Api class initialization, token storage, auth state handling, React integration with BkndBrowserApp and use — from…
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Identify bug-introducing commits using semantic analysis that extends traditional SZZ algorithm. Distinguishes semantic changes from refactorings or code movements using…
Analyst consensus snapshot for listed companies via Longbridge — current revenue / EPS / target-price consensus estimates and analyst rating distribution.
Automatically applies when implementing monitoring and alerting. Ensures proper metric instrumentation, alerts, SLO/SLI definition, dashboards, and observability patterns.
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.
Vibecode brand design system with colors, typography, spacing, and component guidelines. Use when designing UI, styling components, or ensuring brand consistency in the Vibecode…
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that — from…