Test-Driven Development (TDD) — red-green-refactor, test-first, spec first, Arrange-Act-Assert, F.I.R.S.T. principles; writing tests before code; making tests fast and isolated.
Apply when you write, change, or keep a test. Call the code the way its users do and assert the result they observe against a literal expected value.
Testing strategy and architecture — test pyramid (unit / integration / e2e), test doubles taxonomy (stub / mock / spy / fake), coverage-vs-confidence, mutation testing, flaky-test…
Use when preparing, structuring, or pressure-testing a negotiation with principled negotiation / BATNA: separate people from the problem, focus on interests rather than positions,…
Validate an architecture document or decision against a set of Architecture Principles using the TOGAF quality criteria (Completeness, Robustness, Understandability, Consistency,…
Place labeled, greppable print statements at decision points to trace the real execution, then remove them cleanly.
Complete pipeline for Otto Cap 104-1018 Distressed Dad Hat (catalog 396) with DTFlex/DTFilm technique on Printful.
Use when users with a CodeScene instance ask what to improve first across a project, which hotspots matter most, or how to rank refactoring candidates.
Use when asked for framework-specific best practices, implementation guidelines for React/Vue/Svelte/Next.js, or stack-specific patterns.
Prisma 7 ORM with Rust-free client, 90% smaller bundles, TypedSQL, Omit API, and ESM-first architecture. Use when working with database, schema, migrations, queries, or relations.
Prisma Compute deployment and hosting guide. Use whenever the user mentions Prisma Compute, `prisma.compute.ts`, `defineComputeConfig`, deploying or hosting a Prisma app,…
Fix Prisma "Too many connections" and connection pool exhaustion errors in serverless environments (Vercel, AWS Lambda, Netlify).
Comprehensive Prisma ORM development guidelines with TypeScript, schema design, migrations, and best practices.
Decision and migration guide for Prisma ORM MongoDB projects on v6, which have no upgrade path to v7.
Route a vague Prisma Next prompt to the right specific skill. Use for "help me with Prisma Next", "what is Prisma Next", "explain Prisma Next", "I'm new to PN", "where do I…
Best practices for Prisma ORM schema design, high-performance query optimization, preventing N+1 problems, zero-downtime database migrations, connection pooling, and multi-tenant…
Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records,…
Prisma Postgres setup and operations guidance across Console, create-db CLI, Management API, and Management API SDK.
Set up a new Prisma Postgres database and connect it to a local project using the Management API. Use when asked to "set up a database", "create a Prisma Postgres project", "get a…
Migrate a Prisma + Postgres data layer to Drizzle on Cloudflare D1 inside a microservices.sh app. Use when a user has an existing Prisma schema and Postgres database (Neon,…
Use to plan Prisma over PostgreSQL/MySQL — expressing the approved schema in the Prisma schema, migration workflow, client usage patterns (select scope, N+1 avoidance,…
Expert guidance for Prisma ORM v7 (7.0+). Use when working with Prisma schema files, migrations, Prisma Client queries, database setup, or when the user mentions Prisma,…
Prisma ORM best practices, schema design, migrations, seeding, and query optimization for PostgreSQL. Use when working with database schemas, migrations, or Prisma queries.
Design privacy API patterns including data subject API for DSAR endpoints, consent API for preference management, deletion API with cascading delete orchestration, and audit API…
Design and enforce privacy and data protection controls across application, API, and database layers.
Build privacy-preserving data sharing platforms using synthetic data generation with the SDV library, data clean rooms, secure enclaves, and utility measurement.
Use when implementing or auditing privacy controls in products, infrastructure, analytics, or data flows; translate privacy principles into classification, minimization, consent,…
העלאת מאמר (מקרה בוחן) על בית פרטי שהסתיימה בנייתו לאתר i-feel.co.il — מהתמונות הגולמיות ועד דף חי ומאומת: עיבוד ואנונימיזציה של תמונות (טשטוש פנים ולוחיות רישוי, חיתוך רצפות עם…
快閃私人訂購頁產生器。收集品牌素材（名稱、LOGO、配色、商品、價格、寄送方式、法律條款、身份角色、專業折扣、付款階段、匯款資料、LINE）後，產出一套完整的快閃私人訂購頁：動態密碼閘門（可關閉）、商品多圖輪播與分色選購、課程日曆預約、身份折扣、運費試算、名片上傳、強制閱讀條款、多階段付款、HTML 排版訂單通知信＋Google…
Builds and audits privilege or withheld-document logs for litigation, arbitration, investigations, and regulatory productions.
Expert Git knowledge distilled from the Pro Git book (2nd edition, Chacon & Straub). Use when working with Git version control: everyday commands (add/commit/log/diff), branching…
Comprehensive knowledge base and design pattern manual from \"Pro Python\" by Marty Alchin (Apress), fully modernized for Python 3.10–3.13+.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.
Use when the user needs to write or run unit, functional, or integration tests for TLPP code using ProBat (tlppCore's native testing engine) -- covering @TestFixture, @Test,…
Inspect a registered execution server before compute planning and interpret its persisted capability profile.
Run a focused exposure probe against a Kubernetes environment before deeper pentest work or remediation planning starts.
Benchmark skill for testing how platforms handle references to skills that don't exist. Use when asked to probe missing dependency behavior.
Reference skill for Zoom Probe SDK. Use after routing to a preflight workflow when testing browser compatibility, media permissions, audio or video diagnostics, and network…
Running and validating Probitas scenarios. Use when executing tests, running scenarios, or debugging test failures.
Guidelines and professional mindset for debugging, root cause analysis, and solving complex software issues effectively.
Derive source-of-truth functional-equivalence assertions for ONE converted Informatica-to-Snowflake-Scripting mapping procedure (data-flow), independent of the converted SQL.
Procedural film — turn a subject into a short animated film drawn and scored entirely in JavaScript, in one of two modes: drawn (every pixel computed, zero assets) or photo-doodle…
流程评价工作流管理 — 当专职推动流程效率优化工作、需要有序管理单个或多个流程评价（SCOPE→BASELINE→ASSESS→REPORT→TRACK 生命周期）、组装评价基线并管理其版本时使用。管理评价组合与生命周期门禁，调度能力层技能（policy-digest / goal-alignment / rcm-analysis /…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes — from bitranox/bitranox-skills
Gerencia o ciclo de vida completo de processos background com suporte cross-platform (Windows taskkill + Unix killpg/SIGTERM).
Dev server lifecycle + reverse proxy mgmt — not bash npm/yarn/pnpm/vite/next dev, dotnet watch, go run, cargo run, lsof, fuser, kill, pkill, tail -f.
Run one PR-processing tick on the current repo's open pull requests, then stop. Finalize your own / agent-authored PRs (rebase-if-needed, /code-review then /review-fix if needed,…
Use when receiving code review feedback or PR review comments, before implementing suggestions - especially when a suggestion seems unclear, technically questionable, or breaks…
Use when completing a task, finishing a major feature, before merging to main, when stuck, or after fixing a complex bug, and you want a code review of the changes
Use after finishing a piece of work - a feature, a fix, a refactor, a plan step, a release - and before moving on, to surface the choices made along the way that are not settled.
Use when writing, reviewing, or pruning tests in ANY language - deciding unit vs integration vs e2e, whether to mock/patch or use the real dependency, which edge/adversarial…
Procore ci integration — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Procore debug bundle — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Procore deploy integration — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Procore rate limits — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Procore reference architecture — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
A modern replacement for ps written in Rust. procs provides colorized, human-readable process listings with multi-column keyword search, TCP/UDP port display, Docker container…
Orquestrador do produto — o sistema operacional de quem advoga pelo ente público, na ótica do Estado.
Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs to do a spend audit, spend categorization…
Type-safe process-based proxy for Node.js - Run class instances in isolated child processes with full TypeScript support Use when: You need CPU-intensive work (parsing,…