Inventories repos/crates for a merge: languages, package managers, entrypoints, workflows, agent-control files, the feature matrix, and the env/secret contract — using the idd CLI…
Use when the task is to understand an unfamiliar codebase, locate key entry points, or summarize architecture before editing.
Onboard quickly to this repository. Use when asked to understand architecture, locate ownership, choose the right module, or identify the correct commands and verification…
Trunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration.
Review repository changes for regressions and operational risks. Use when validating refactors, install scripts, or environment automation before rollout.
Exhaustively document an existing repository's technical architecture and implementation details. Use when asked to work through a whole repo and create, update, reconcile, or…
Six-layer governance hierarchy (Vision → Principles → Conventions → Development → Agents → Workflows).
Wayfind repository documentation by tracing real tasks to code-owned authority. Use when the user wants to audit scattered, stale, duplicated, or mixed-role docs; decide whether…
Validate report outputs with Python using row-count checks, subtotal tests, duplicate-grain checks, and comparison summaries.
Final stage of /proctor. Renders TestResults + FixPRRef into a markdown report. In CI mode (PROCTOR_POST_COMMENT=1) posts the comment to the PR; in local mode saves the report to…
Use after architecture design to define the on-disk repository layout — single-repo vs monorepo, app/package boundaries, directory conventions, and shared-code placement.
Master orchestration for repository governance, North Star impact, sub-Star boundaries, and repair-first or evidence-first drift checks.
处理 BK-CI 代码库接入、代码库授权、Webhook、SCM 集成、PAC 开关与仓库类型差异时使用。当用户提到 Git/SVN/GitHub/TGit、Webhook、仓库认证、PAC 代码库或提交记录时优先使用。
Design and implement the Repository pattern in a TypeScript DDD clean architecture project — define repository interfaces in the domain layer and implementations in the…
Use when a scientific Python package is being moved to a new GitHub organization with different structural conventions (e.g., from a personal lab account to a community-led…
Analisa diversidade ao longo do ciclo de vida (além de pay): representatividade por recorte demográfico em cada estágio (headcount geral, liderança, contratações, promoções,…
Use when proving a deployed or built change actually works, verifying a feature locally with no manual step, or deciding how to prove this specific change works.
Build a reliable, minimal reproduction before you write a fix so you can prove the bug is actually gone.
Rebuild brand reputation after a crisis through strategic communication, trust-building actions, and sentiment recovery tracking
Generates production-grade Reqnroll BDD automation scripts for web (Selenium 3/4) and mobile (Appium 2) testing in C#.
Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue.
Use after a grill-change session is complete to turn the agreement record into an intent-first spec candidate and vertical TDD-ready issue briefs.
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from bg-szy/TOP-SKILLS
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from bg-szy/TOP-SKILLS
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from bg-szy/TOP-SKILLS
Request and process code reviews with proper context. Use after completing significant implementation work.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches code-reviewer subagent to review implementation a — from…
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from bg-szy/TOP-SKILLS
Request a high-signal Codex-backed review of a diff or task result. Use when completing tasks, implementing major features, or before merging. Codex-backed variant.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements — from majiayu000/claude-skill-registry
Use when working on the requirement-gated Python harness, running its session flow, checking required-document acknowledgement, auditing tool or sandbox events, replaying…
Manage architecture requirements throughout the TOGAF ADM cycle. Produces Requirements Impact Assessments, maintains Architecture Requirements Repository entries, and builds a…
Expert semantic engineering and MBSE skill for Reqvire. Use when (1) exploring engineering knowledge graphs, (2) adding capabilities with proper ontology, requirement, an — from…
Send transactional or notification emails via the Resend API — text and HTML content, multiple recipients, CC/BCC, reply-to, and file attachments.
Receive and verify Resend webhooks. Use when setting up Resend webhook handlers, debugging signature verification, handling email events like email.sent, email.delivered,…
Static resilience-pattern analysis. Detects missing retry/backoff, absent circuit breakers, unbounded timeouts, and missing deadline propagation in TypeScript, JavaScript, Python,…
Resilience patterns for AI agent external calls. Circuit breakers, exponential backoff with jitter, stream recovery, batch error handling, and log fallback under disk pressure.
A comprehensive pattern for handling asynchronous operations in JavaScript/TypeScript applications with automatic cleanup, graceful error handling, and memory leak prevention.
Use when your task requires a pretrained convolutional encoder (ResNet18) to produce fixed-size representation vectors of a specific dimensionality (e.g., 512 dimensions) rather…
Pick the right render resolution + aspect ratio for the consumer use case before render; avoid render-then-crop and aspect mismatch.
Validate an OpenAPI document, resolve external references, and emit a clean compiled spec before codegen or contract review.
Orchestrates resolution of GitHub PR review threads AND reads recent non-thread PR comments (top-level + review bodies) by grouping related feedback, processing each group…
Frameworks for designing agents that must reason and act under time pressure, limited computational resources, and changing environments — based on Bratman, Israel, and Pollack's…
PostgreSQL's ResourceOwner infrastructure — `src/backend/utils/resowner/resowner.c` — the tree of resource-tracking objects that release buffer pins, catcache refs, tuple…
Memory- and resource-safety code review for modern C/C++ (C++17), including Node.js native addons (node-addon-api / Node-API).
Control the user's real Chrome browser with existing logins and cookies. Use for navigation, clicking, typing, screenshots, file upload, reading page content, and page-context…
Set up and use Major-managed PostgreSQL databases. Use when the user wants a database, needs to store data, mentions "managed database", or asks about database setup.
Response Time Analyzer - Auto-activating skill for Performance Testing. Triggers on: response time analyzer, response time analyzer Part of the Performance Testing skill category.
Use when a layout must adapt across screen sizes — breakpoints, container queries, fluid type, touch targets, zoom, or mobile overflow bugs.
Reference skill for Zoom REST API. Use after choosing an API-based workflow when you need endpoint selection, resource-management patterns, OAuth requirements, rate-limit…
Cross-language REST conventions — resource URLs, method semantics, status codes, URL-prefix versioning, cursor pagination, snake_case JSON, ISO 8601 timestamps, RFC 7807 errors,…
Scaffold production-ready REST APIs with authentication, rate limiting, validation, and OpenAPI docs.
Tracks breaking changes across REST API versions by diffing OpenAPI specs with oasdiff and monitoring endpoint deprecation headers.
Use when a webservice component (like MAGMa's joblauncher) lacks formal API documentation but the source code is accessible, and downstream consumers (web applications, external…
Use when generating REST controllers, response wrappers, DTOs, error handlers, or any HTTP-facing code. Defines response envelope, HTTP status mapping, pagination, and versioning.
RESTful API design principles, versioning, pagination, HATEOAS, and documentation.
Comprehensive guide for designing RESTful APIs including resource modeling, versioning strategies, HATEOAS, pagination, filtering, and HTTP best practices
Conception d'APIs REST conformes aux standards et bonnes pratiques. Se déclenche avec "API REST", "concevoir une API", "endpoints", "REST design", "resource naming", "HTT — from…
Comprehensive guidelines for Django REST API development covering project structure, views, models, serializers, authentication, performance, and error handling.