Production deployment checklist for MaintainX integrations. Use when preparing to deploy a MaintainX integration to production, verifying production readiness, or auditing…
Implement MaintainX API rate limiting, pagination, and backoff patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for…
Production-grade architecture patterns for MaintainX integrations. Use when designing system architecture, planning integrations, or building enterprise-scale MaintainX solutions.
GNU Make skill for C/C++ build systems. Use when writing or debugging Makefiles, understanding pattern rules and automatic dependency generation, managing CFLAGS/LDFLAGS,…
Use to sequence your work on a change — make it work, then make it right, then make it fast, in that order; keep one concern per change; don't tangle a feature with a refactor.
Makefile best practices, patterns, and templates for GNU Make 4.x — dependency graphs, task-runner workflows, parallel-safe recipes, self-documenting help targets, and…
Write Makefiles for any project type. Use when setting up build automation, defining multi-target builds, managing dependencies between tasks, creating project task runners, or…
Generate Makefiles with testing, linting, formatting, and automation targets for new projects.
Uses checkmake to inspect Makefiles for style issues, fragile targets, and maintainability problems before build automation breaks in CI.
CRITICAL: Entry-level skill for Makepad 2.0 GUI development. This is the FIRST skill to load for any Makepad task — it provides design judgment anchors ABOVE the other 13 — from…
CRITICAL: Use for Makepad 2.0 performance optimization and debugging. Triggers on: makepad performance, makepad debug, makepad profiling, makepad gc, new_batch, texture_c — from…
CRITICAL: Entry-level skill for Makepad 2.0 GUI development. This is the FIRST skill to load for any Makepad task — it provides design judgment anchors ABOVE the other 13 — from…
CRITICAL: Use for Makepad 2.0 performance optimization and debugging. Triggers on: makepad performance, makepad debug, makepad profiling, makepad gc, new_batch, texture_c — from…
CRITICAL: Use for Makepad packaging and deployment. Triggers on: deploy, package, APK, IPA, 打包, 部署, cargo-packager, cargo-makepad, WASM, Android, iOS, distribution, installer,…
This category provides reference materials for debugging, code quality, and advanced layout patterns.
Consulta la documentación oficial de MakerKit (next-supabase-turbo) bajo demanda. Usa cuando necesites información sobre patrones, configuración o APIs de MakerKit que no — from…
Consulta la documentación oficial de MakerKit (next-supabase-turbo) bajo demanda. Usa cuando necesites información sobre patrones, configuración o APIs de MakerKit que no — from…
Analyzes existing code and guides new type design to make invalid states unrepresentable using type system techniques such as sum types, newtypes, typestate, branded types, and…
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design.
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design.
Guides Mana Hub Core users through a fresh install, Supabase setup, bridge/connector configuration, agent setup, doctor checks, and safe customization.
Architecture Decision Records (ADRs)をdocs/adr/ディレクトリで管理します。 新しいADRの作成、既存ADRの編集、ADR索引の確認を行います。 ユーザーがアーキテクチャ決定の記録、ADRの作成・更新・検索を依頼したときに使用してください。…
Finds oversized files, binary bloat, and accidental artifact commits in a repo — large files currently tracked, large blobs hiding in git history, LFS migration candidates, asset…
Provision and sync AWS IAM resources — IAM roles, permission boundaries, IAM Identity Center permission sets, and OIDC identity provider trust policies — from a core-iam.yaml and…
Sets up server-state with TanStack Query (caching, mutations, optimistic updates, hydration) and picks the right client-state tool; used when wiring data fetching or untangling…
Docker コンテナを管理する。「コンテナ一覧」「docker ps」「コンテナ確認」「コンテナ止めて」「コンテナ起動」「コンテナ再起動」「コンテナに入って」「コンテナの状態」「実行中のコンテナ」「コンテナのリソース」「docker stats」「docker inspect」「コンテナのログ」「docker logs」などで起動。
Manage Harness deployment freeze windows via MCP. Create, list, get, update, and delete project-level freeze windows; toggle them Enabled/Disabled; and get or enable/disable the…
Provision and sync the GCP landing zone — Organization, Folders, Projects, Organization Policies, Billing Account links, and budget alerts — from a landing-zone-design.md and…
Docker イメージを管理する。「イメージ一覧」「docker images」「イメージ確認」「ビルドして」「docker build」「イメージ作成」「イメージ取得」「docker pull」「イメージダウンロード」「イメージの履歴」「docker history」などで起動。 — from…
Sicheres Secrets-Management in Kubernetes implementieren — mit SealedSecrets fuer GitOps, External Secrets Operator fuer Cloud-Secret-Manager und Rotationsstrategien.
R-Paketabhaengigkeiten mit renv fuer reproduzierbare Umgebungen verwalten. Behandelt Initialisierung, Snapshot/Restore-Workflow, Fehlersuche bei haeufigen Problemen und…
Terraform/Terragrunt のバージョンを管理する。「terraform バージョン」「tfenv」「tgswitch」「tf バージョン切り替え」「terraform インストール」「バージョン確認」「tf version」「terraform 1.5 にして」「tg バージョン」などで起動。 — from…
Rewrite engineer-to-future-self content (CODEX.md change-log entries, commit messages, debugging notes) for the user-facing surfaces of the Clinic-calendar app — the bilingual…
Aide à identifier, prioriser et planifier le remboursement de la dette technique avec des métriques de suivi.
Diagnóstico de eficácia por gestor cruzando múltiplos sinais (span de controle, atrito do time, engajamento médio, taxa de promoção) num score composto 0-100 com bandas…
Guides pediatric allergy evaluation with testing interpretation and immunotherapy considerations. Use when evaluating pediatric allergies, interpreting allergy testing, or…
Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching.
Manage local Airflow environment with Astro CLI (Docker and standalone modes). Use when the user wants to start, stop, or restart Airflow, view logs, query the Airflow API,…
Manages versioned, idempotent Azure SQL migrations that run on every deployment via sqlcmd in GitHub Actions.
Guides blood product compatibility testing with antibody identification and crossmatch protocols. Use when managing blood bank testing, resolving antibody workups, or selecting…
Selects appropriate cardiac imaging modality based on clinical question and pretest probability. Use when choosing cardiac imaging, selecting stress testing modality, or ordering…
Manage dotfiles with chezmoi. Use when adding files to chezmoi, running chezmoi add/apply/diff/status, debugging why changes aren't appearing, working with chezmoi templates or…
Manages CockroachDB cluster capacity across all tiers. Self-Hosted covers node decommissioning for permanent removal and adding nodes for expansion.
Designs and executes compliance testing programs with sampling methodology and findings documentation.
Structures credit portfolio analysis with concentration metrics, correlation assessment, and stress testing.
Test database testing including fixtures, transactions, and rollback management. Use when performing specialized testing.
Expert at organizing and managing documentation structure across projects. Auto-invokes when organizing documentation files, setting up documentation frameworks, creating…
ドキュメント生成ワークフロー：ADR作成、スキル生成、ルール生成。 技術ドキュメントのためのテンプレートとプロセスを提供。 トリガー: ADR, documentation, architecture decision, rulify, skill generation, MADR。
Structures EHR implementation planning with workflow analysis, data migration, and go-live readiness.
Structures infertility workup with ovarian reserve testing, semen analysis, and treatment algorithms.
Structures FX hedging programs with exposure identification, instrument selection, and hedge effectiveness testing.
Structures investment compliance testing with guideline monitoring and breach reporting. Use when monitoring investment guidelines, testing compliance, or reporting breaches.
Use when working with Gcp Iot Core — google Cloud IoT platform management using Pub/Sub, Cloud Functions, and device management patterns that replaced the deprecated IoT Core.
Drive spec-driven project management via GitHub Issues — decompose a feature into dependency-linked task issues, label them ready / blocked / epic / in-progress, track progress,…
Applies ASCCP cervical cancer screening guidelines with HPV co-testing and colposcopy indications. Use when managing cervical screening, applying ASCCP guidelines, or determining…
Structures hedge accounting documentation with effectiveness testing and ASC 815/IFRS 9 compliance. Use when documenting hedge relationships, testing effectiveness, or managing…
Guides hereditary cancer risk assessment with genetic testing criteria and management recommendations.
Structures goodwill and long-lived asset impairment testing with fair value estimation and documentation.
Structures infectious disease control programs with prevention, testing, and treatment access protocols.
Tracks infrastructure asset performance with maintenance planning, capital expenditure optimization, and end-of-life valuation.