Generate meta-analysis forest plots for binary classification data. Input is a CSV file containing study names, event counts and sample sizes for experimental and control groups.
Generate forest plots for meta-analysis of continuous data. Input a CSV file containing study names, means, standard deviations, and sample sizes for experimental and control…
Generate forest plots for meta-analysis of survival data. Input is a CSV file containing study names, HR and 95% confidence intervals, output forest plot PNG and data table CSV.
App-Lifecycle, Config-Validierung, Kamera-Capture, Test-Infrastruktur, CI — aktivieren wenn an src/main.py, src/utils/config.py, src/cv/capture.py oder tests/ gearbeitet wird
Operate Meta's Graph API and Instagram Graph API from the command line via the `meta` CLI (https://github.com/crimeacs/meta-graph-cli).
Structured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enumerate edge ca — from…
Analyzes forest plots for meta-analysis, generating detailed descriptions and formatting figure legends in Chinese or English.
Infrastructure code review patterns. Use when reviewing CI/CD workflows, Dockerfiles, deployment configs, and IaC.
Uses the Metabase REST API to export question results as CSV and render dashboard PNGs on schedule. Compares key metrics against user-defined thresholds and fires alerts to…
Use when you have a ranked list of metabolite identifiers (PubChemCIDs, KEGG IDs, or chemical names) from differential abundance or ANOVA testing and need to determine which…
Use when when annotating large-scale untargeted metabolomics datasets where reference library coverage is incomplete and you need to infer metabolite identities for unannotated…
Use when a Python-based metabolomics analysis package has been relocated to a new GitHub organization (e.g., metabolomics-cloud) and you need to confirm that the migration…
Assessing metadata type coverage across Salesforce deployment channels (Metadata API, SFDX, unlocked packages, managed packages) and mapping component dependency graphs using…
Use when comparing metadata between two Salesforce orgs (UAT vs Prod, dev sandbox vs full copy, fork sandbox vs source) to surface drift, identify items needing deployment, or…
Configure shared coordination state (objectives, handoffs, approvals, events) across multiple agents and machines via METAGIT_STATE_URL, optional DynamoDB / MongoDB DocumentStore…
Search on-disk file contents across managed workspace repos via ripgrep (or Python fallback). Use when hunting code strings, configs, or Terraform/Docker patterns — not for…
Extract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard…
20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU…
Institutional Desk-Level Fully Automated Trading OS for XAU/USD and XAG/USD. Event-driven, risk-first, multi-engine architecture that runs as a continuous analysis and execution…
Use when designing metamorphic tests for oracle-poor behavior using invariants and input relations. Triggers:
Metathink - Optimize Claude Code usage through metacognitive strategies. Use extended thinking, context engineering, task decomposition, and chain-of-thought prompting.
Drives deterministic code red-green-refactor. Use before writing or changing any implementation file — write a failing test first, watch it fail, write minimal code to pa — from…
Use when you have loaded normalized methylation beta-value matrices from Illumina EPIC or 450k arrays and need to move beyond single-CpG differential methylation testing to…
Cria landing pages de alto impacto visual com HTML/CSS/JS puro. Zero build step, zero dependencia, hospedagem Netlify. Pipeline automatizada da copy ao deploy.
Review metravel diffs for correctness, project-rule compliance, validation gaps, and residual risk. Use when Codex needs a focused reviewer pass before handoff, approval, or…
VictoriaMetrics MetricsQL query language as a PromQL superset: rollup extensions, behavioral differences from PromQL (rate/increase semantics, implicit conversions, auto-aligned…
MEXC Futures WebSocket workflows for public streams, private account/order/position streams, ping/pong, subscriptions, and depth maintenance.
MEXC Spot WebSocket workflows for public streams, protobuf handling, depth maintenance, listen keys, and private streams without exposing API keys.
식품의약품안전처(MFDS) 공식 OpenAPI를 k-skill-proxy 경유로 조회해 의약품과 식품의 공식 안전 정보를 확인합니다. 의약품(e약은요·안전상비의약품)과 식품(건강기능식품 원료 인정현황·개별인정형·품목제조 신고·검사부적합·회수·판매중지)을 통합 조회합니다.
Search, grep, browse, and read across registered MFS data sources via the `mfs` CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue…
Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk,…
Use when the user asks to add a connector, create a connector, implement a connector for a service, add a tool to a connector, update a connector tool, or asks about connector…
Use when writing the explicit contribution statement for a Management Science (INFORMS) manuscript — turning an analytical result or empirical finding into a decision-relevant…
Use when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical results, or estimating and validating…
Use when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach (optimization, stochastic, game/economic…
Use when planning and drafting the revision and point-by-point response for a Management Science (INFORMS) R&R — prioritizing the Department Editor's binding concerns, addressing…
Use to understand how Management Science (INFORMS) review and decisions work — the Department/area-editor desk screen, the high desk-reject rate, double-anonymized refereeing, the…
Use when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload, double-anonymization, author-year house style,…
Use when building exhibits for a Management Science (INFORMS) manuscript — propositions and numerical-illustration figures for analytical papers, or result/identification tables…
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative…
Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs…
Use when deciding which mgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Management Science (INFORMS) manuscript.
Use when polishing the prose of a Management Science (INFORMS) manuscript — front-loading the result, keeping notation lean, writing for a cross-department reader, and conforming…
Expert guidance for micro — asynchronous HTTP microservices framework by Vercel. Use when building lightweight HTTP servers, API endpoints, or microservices using the mic — from…
Use when a task needs the judgment of a Microbiologist — identifying an organism from a culture (biochemical panel, MALDI-TOF, or 16S rRNA sequencing), investigating a…
End-to-end 16S amplicon workflow from FASTQ reads to differential abundance. Orchestrates DADA2 ASV inference, taxonomy assignment, diversity analysis, and compositional — from…
Embedded firmware development for microcontrollers including memory-mapped I/O, GPIO, interrupts, timers, UART/SPI/I2C serial protocols, PWM generation, ADC sampling,…
Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones.
MicroK8s'in yerleşik nginx Ingress Controller'ını etkinleştirmek, IngressClass yapılandırmasını anlamak ve COS/uygulama servislerini HTTP/HTTPS üzerinden dışarı açmak gerektiğinde…
MicroK8s'te LoadBalancer tipi Kubernetes servislerine IP atamak için MetalLB addon'unu kurmak, IP aralığı tanımlamak ya da mevcut IP havuzunu güncellemek gerektiğinde kullan.
MicroK8s'te 3-node yüksek erişilebilirlik (HA) cluster kurmak, dqlite Raft quorum'unu anlamak ve node kayıplarında cluster sağlığını koruma stratejisini uygulamak gerektiğinde…
MicroK8s snap kurulumu ve kümenin temel hazır hale getirilmesi için kullanılır; COS öncesi zorunlu adımdır.
MicroK8s'i snap ile yüklemek, Kubernetes kanalını seçmek (1.29/stable, 1.30/stable vb.), kullanıcıyı microk8s grubuna eklemek ve temel hazırlığı tamamlamak gerektiğinde kullan.
Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and cloud-native microservices
Create and manage isolated microVM sandboxes for safe code execution, testing, and development. Use when the user needs to run untrusted code, create isolated environments,…
Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean architecture, observability, and resilience.
Customize generated microservices.sh apps safely. Use inside a generated app when changing config, hooks, overlays, routes, UI, content, schemas, admin screens, smoke checks, or…
Plan new microservices.sh applications. Use when a user wants to build an app, choose a template, select modules, compare starters, scope an MVP, or turn a product idea into a…
Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and produces service boundary diagrams an — from…
Distributed systems expert specializing in service decomposition, orchestration, and microservices architecture patterns.