Advanced Rust testing anti-patterns and corrections — cfg(test) placement, expect() over unwrap(), mockall expectation ordering, executor mixing (#[tokio::test] vs block_on),…
Reviews Rust test code for unit test patterns, integration test structure, async testing, mocking approaches, and property-based testing.
Use when writing, organizing, or running Rust tests — unit, integration, doc-tests, property-based (proptest), benchmarks (criterion), or mutation testing (cargo-mutants).
Use when structuring a Cargo workspace, wiring features, or building a Rust CI pipeline — fmt, clippy, cargo-deny, cargo-audit, nextest, doc-tests, coverage, MSRV.
Audit Rust trait bounds, generic constraints, and where clauses for simplification, idiomatic placement, and API clarity on changed code or whole-repo baseline audits when…
Use when working on pgtop's TUI components (ratatui widgets, layout, modal states), tokio async tasks (collectors, message passing through watch/mpsc channels), or tokio-postgres…
Implicit Rust TUI and Ratatui skill. Use for terminal UIs, ratatui widgets and layouts, crossterm or termion event loops, terminal rendering architecture, async input, app state…
Use when auditing Rust UB risks in unsafe, FFI, raw pointers, layout, or concurrency. Triggers:
Rust unsafe code skill for systems programming. Use when writing or reviewing unsafe Rust, understanding what operations require unsafe, implementing safe abstractions over unsafe…
L1 supplement - audits Rust-specific hazards: unsafe blocks, uninitialized memory, Send/Sync violations, panic safety in hot paths, drop order, FFI.
Use when auditing Rust unsafe blocks and FFI boundaries, invariants, tests, and tooling. Triggers:
Use when building a REST/HTTP backend in Rust — routing, extractors, shared state, middleware, error responses, database access, and structured logging.
Axum HTTP handlers, Serde serialization, async channels, iterator patterns, trait objects, configuration, and WebAssembly target for Rust web services.
Implicit Rust web service skill. Use for Axum, Tokio, Tower, Hyper, REST APIs, middleware/layers, request extractors, typed errors, tracing, config, graceful shutdown, SQLx,…
Expose local services via secure tunnels using rustunnel. Create public HTTPS/TCP/UDP URLs, peer-to-peer tunnels, and load-balanced pools for testing, webhooks, demos, and…
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential).
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential).
RxJS-with-TypeScript プロジェクトの翻訳用語集。固有名詞（翻訳しない用語）と、各言語 (fr/de/it/es/nl/pt) の 定型訳テーブル（テーブルヘッダー、よく出るフレーズ、コード内日本語フラグメント）。 DeepL 翻訳前後で用語を保護・統一するための辞書として、rxjs-vitepress-i18n ワークフローと併用する。
Развёртывание с sync local↔GitHub↔server, проверками логов, fix-forward и docs/git финализацией. Используй для: /rldyour-flow:ry-deploy, задеплой, прод, продакшен, деплой на…
Profiles ccusage performance. Use when debugging slow Rust CLI commands, TypeScript package scripts, launchers, benchmarks, packaging hot paths, or branch-vs-main speed changes.
Stage1st (S1) 论坛命令行工具，基于 s1cli Python 包。支持登录/登出、浏览版块和帖子、发帖/回帖、搜索帖子、每日签到、查看个人信息、配置管理。当用户询问「S1」「Stage1st」「一阶段论坛」的操作，或要求浏览/发帖/搜索/签到/回帖时使用此 skill。需要已安装 s1cli（pip install s1cli 或 pip…
Structured Autonomy Coder — lê um plano anexado (plan.md ou implementation-steps/) e implementa o código diretamente no projeto, sem gerar arquivos .md intermediários.
วิเคราะห์และสร้างเอกสาร Plan, Architecture และ Database Schema สำหรับระบบ SaaS ที่เน้นตลาดประเทศไทยเป็นหลัก รวบรวม Best Practice สำหรับคนไทย (Beam Checkout, LINE Login/Notify,…
SaaS-dostu, multi-tenant aware kod yazım standartları. Hardcoded yasağı, tam zincir kontrolü, tenant isolation, config-driven yaklaşım.
Optimize cloud and AI costs for modern SaaS stacks (Vercel, Supabase, Neon, Stripe, and AI APIs). Covers token efficiency, serverless database scaling, edge function optimization,…
Use when analyzing an existing project for migration feasibility to the canonical SaaS stack (Turborepo, Next.js, tRPC, Drizzle, Auth.js, Stripe, PageShell).
Multi-tenant SaaS mimari desenleri. Kullanıcı multi-tenant yapı, tenant izolasyonu, rol/yetki sistemi, üyelik-davet akışı, tenant bazlı ayarlar, abonelik/plan yapısı veya yeni bir…
Price SaaS around a value metric with tier design, seat-vs-usage decisions, and low-risk price testing. Use when setting or revisiting software pricing and packaging.
Advises on SaaS pricing strategy using Daniel Priestley's oversubscription principles and Patrick Campbell's value-based framework.
Audit a SaaS product for conversion, activation, retention, and expansion using Revenue Centric Design (RCD) and behavioral science.
SaaS uygulaması için test stratejisi kur. Vitest ile birim test, Playwright ile E2E test, API route testi, webhook mock, Stripe test modu ve CI entegrasyonu.
Design or critically review one complete modern SaaS web platform joining public acquisition surfaces and an authenticated product across value proposition, onboarding, UI/UX, web…
SAC Bot debugging patterns — counter bugs, classifier patching, server restart, message truncation
Turn a confirmed specification, root-cause finding, or impact analysis into an atomic, verifiable, reversible implementation plan with explicit scope and risk controls.
Review a code change or PR broadly for correctness, compatibility, security, maintainability, and tests.
Validate code quality and commit changes. Supports Python, Shell, and Markdown. Use for code commits.
Performs deployment with pre-flight checks, atomic replacement, post-deploy verification, and automatic rollback. Use before any deployment to staging or production.
Implement one small, safe, verified production fix after a clear diagnosis. Use safe-test-implementation for test-only changes and documentation-sync for documentation-only…
Безопасные Django-миграции для PostgreSQL в production: expand-and-contract, zero-downtime, lock management, PgBouncer, data migrations, squashing.
Safe file-operation and issue-creation protocol for Agent Orchestra. Use when choosing workspace tools, avoiding unsafe file writes, or creating GitHub issues under the workflow…
Safe refactoring patterns - code smell detection thresholds, baby-step refactoring, characterization tests, Expand-Migrate-Contract, Strangler Fig, primitive obsession, value…
techniques for de-risking agent releases. Use this to implement Canary, Blue-Green, and A/B testing strategies while leveraging GitOps for reliable rollbacks.
Add the smallest set of high-value tests from a test-gap analysis, confirmed behavior, or verified fix, following the repository's real framework and conventions.
Financial services compliance engine — PCI-DSS, PSD2, AML/KYC, Open Banking. (v5.0.0)
Sagemaker Endpoint Deployer - Auto-activating skill for ML Deployment. Triggers on: sagemaker endpoint deployer, sagemaker endpoint deployer Part of the ML Deployment skill…
Come scoprire e pilotare app surface-ai (FE Angular + BE Python) via i tool MCP del Core. Usala quando devi navigare/cliccare/compilare una UI surface-ai o invocare operazioni di…
Advanced interactive features for the SakThai-Agent dashboard — real-time updates, WebSocket agent streaming, Doctor diagnostics, Agent Mode switching, Integrations management,…
Saleor is a leading open source headless e-commerce platform built with Python and Django. It provides a GraphQL API for building custom storefronts, managing products, processing…
Set up CI/CD pipelines for SalesLoft integrations with GitHub Actions. Use when automating SalesLoft integration tests, validating OAuth tokens, or running cadence sync validation…
Diagnose and fix SalesLoft API errors: 401, 403, 422, 429, and 5xx. Use when encountering SalesLoft errors, debugging failed requests, or troubleshooting OAuth token issues.
Collect SalesLoft debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic info for…
Deploy SalesLoft integrations to Vercel, Fly.io, and Cloud Run. Use when deploying SalesLoft-powered apps to production, configuring platform secrets, or setting up webhook…
Create a minimal working SalesLoft example — list people and create a person. Use when starting a new SalesLoft integration, testing your setup, or learning the People and…
Configure SalesLoft local development with API mocking and sandbox testing. Use when setting up a development environment, building integration tests, or creating mock SalesLoft…
Optimize SalesLoft API performance with caching, pagination strategies, and connection pooling. Use when experiencing slow API responses, reducing latency for bulk operations, or…
Handle SalesLoft cost-based rate limiting with backoff and request budgeting. Use when hitting 429 errors, optimizing API throughput, or implementing pagination-aware rate limit…
Production architecture for SalesLoft API integrations with service layer, webhook processing, and CRM sync patterns.
Monitor SAM.gov federal contract opportunities (and follow-on awards) by NAICS, PSC, agency, set-aside, and keyword — produces a daily pipeline report with pursue/no-pursue…
Run all review skills (self, SOLID, test coverage, security, docs), merge findings, apply auto-fixes, generate unified summary.
Sample skill for testing the skill-tester validation pipeline. Demonstrates proper skill structure with scripts, references, and assets.