定时监控特定信源（自媒体账号/网页），按预设标准提取商业情报，生成简报或报告。

Watch open PRs, check CI status, review staleness, merge conflicts, and unanswered review comments. Produces a prioritized watchlist.

Scan recent merges to main for tech debt, TODOs, debug code, and small cleanup opportunities. Produces a prioritized fix list.

Scan open issues and discussions, deduplicate, prioritize, and propose labels. Provides a clean actionable queue.

Classify CI failures — distinguish clear regressions from infra flakes and security-test failures. Produces structured failure reports.

Scan merged PRs and commits since a given reference, extract titles, labels, types, and signals. Produces structured input for release notes drafting.

Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.

Use this skill whenever editing `*.java` files in the `java/` directore of the SDK in order to write idiomatic, well-structured Java code for the Copilot SDK

Add a new operation to the OpenVINO CPU plugin — node registration, JIT/oneDNN executors (AVX2/AVX-512/AMX), and functional tests.

Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.

Use this skill when you need to retry failed file transfers/organizations. Given one or more failed transfer history record IDs, this skill guides you through querying the failure details, deleting the old records, and re-identifying and re-organizing the files. Supports batch processing of multiple files from the same media (e.g., multiple episodes of a TV show). This skill is automatically triggered when the system detects transfer failures and the AI agent retry feature is enabled.

SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query.

Build a source-backed dashboard or monitoring view with clear metrics, filters, visual hierarchy, definitions, refresh context, and QA.

Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug"

Expert in building cross-platform desktop applications using web technologies (HTML/CSS/JS) with the Electron framework.

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.

Analyze SERPs: ranking factors, features, intent patterns, AI overviews, featured snippets. SERP分析/搜索结果

Audit on-page SEO: titles, headers, images, links with scored report and fix priorities. 页面SEO审计/排名诊断

Headless UI for virtualizing large element lists at 60FPS in TS/JS, React, Vue, Solid, Svelte, Lit & Angular.

Turn an editor-test-harvester report into one lane-specific execution plan, e.g. process every Slate v2 candidate from a harvest through slate-plan without executing implementation.