发现 Skills

Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual support and real-time performance.

Use when gh pr edit --body fails silently or returns no error but doesn't persist changes - provides fallback pattern using GitHub REST API directly for reliable PR description updates

Expert sales engineer specializing in technical pre-sales, solution architecture, and proof of concepts. Masters technical demonstrations, competitive positioning, and translating complex technology into business value for prospects and customers.

Expert technical writer specializing in clear, accurate documentation and content creation. Masters API documentation, user guides, and technical content with a focus on making complex information accessible and actionable for diverse audiences.

Expert test automation engineer specializing in building robust test frameworks, CI/CD integration, and comprehensive test coverage. Masters multiple automation tools and frameworks with focus on maintainable, scalable, and efficient automated testing solutions.

Use when creating complex mise tasks that require arguments, dependencies, or monorepo support. specialized guide for writing standalone task scripts (file tasks) with metadata and usage specs.

CRITICAL: Code review skill using the GitHub API. Triggers on: review PR, code review, PR review, pull request review, review changes, check this PR, analyze this PR, review #

Long-text scene-splitting batch image generation engine. Intelligently splits stories, lessons, and comic scripts into scenes and batch-generates illustrations with a unified style and consistent characters. Use this skill when a user mentions "scene-splitting image generation", "story illustration", "batch scene images", "comic generation", or "picture-book generation".

Mandatory for all MEMORY.md / USER.md changes (add/update/remove), user-initiated or system-initiated.

Generate 2D game maps for RPGs, monster-taming games, tactical maps, arcade games, and canvas/HTML games by choosing the right map strategy: single baked background, layered base map plus prop sprites, tilemap/tileset, or hybrid. Use when Codex needs to make or revise a 2D map, collision map, map props, tile-like layout, top-down scene, parallax/overlay layer, simple background map, or a base-map-plus-sprites game scene.

Structured 4-phase debugging: Reproduce, Isolate, Root-Cause, Fix+Defend. Use when tracking bugs, diagnosing failures, or investigating unexpected behavior. Recognizes: "systematic-debugging", "debug this", "why does this fail", "find the bug", "track down", "root cause", "investigate error", "unexpected behavior", "it works sometimes", "flaky test"

Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/platform", or review the quality of a web application. Produces a structured report with full reproduction evidence -- step-by-step screenshots, repro videos, and detailed repro steps for every issue -- so findings can be handed directly to the responsible teams.

Format errors with actionable fix suggestions and documentation links

Skill for validating research against reporting checklists

Interface with Codeforces API for contest data, problem sets, and submissions

Create and maintain comprehensive collection records including cataloging, photography, condition documentation, and database management following AAM/ICOM standards

CSS Modules patterns, composition, variables, and build configuration.

Organize and manage due diligence data rooms

Create macOS DMG installers with custom backgrounds and app placement

Manage and document SDK error codes and messages

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

Failure Mode and Effects Analysis facilitation skill for products and processes with risk prioritization and control implementation

Gene fusion detection skill for oncology applications with multiple caller integration

Expert Jest testing framework for JavaScript/TypeScript unit and integration testing