Generate a random integer between min and max (inclusive). Use when the user asks for a random number.

Trace LlamaIndex agents with Maple: OpenInference LlamaIndex instrumentor with GenAI output, a conversation id per chat, agent names and one span per model call, so each conversation is one Maple Agent Session with transcript, tools and tokens. Triggers on 'trace my llamaindex agent', 'add Maple to llamaindex', 'agent sessions for llamaindex', 'OpenTelemetry for llamaindex', 'llama-index observability'.

Trace eve agents (Vercel's eve framework, npm `eve`) with Maple: add one OpenTelemetry destination file under agent/instrumentation/ so each eve session is one Maple Agent Session with transcript, tool calls, subagent lanes, approvals and tokens. Covers eve dev, eve start, the channel audience that gates message content, and dropping the workflow engine's spans. Triggers on 'trace my eve agent', 'add Maple to eve', 'agent sessions for eve', 'OpenTelemetry for eve'.

Diagnoses a failing or flaky RSpec test, finds the root cause, reports it, and applies the right kind of fix. Use when a test fails consistently, fails intermittently, passes alone but fails in the suite, passes locally but fails elsewhere, fails the unit coverage gate, or when asked to debug, diagnose, or fix a test.

Author or refresh a VeOmni model's patchgen-generated modeling under generated/ — GPU and/or NPU config, dense or MoE, text / VLM / Omni. Covers the patchgen decorators, sharing patches across sibling models via name_map, MoE fused-expert weight loading, Ulysses SP in multimodal forwards, __init__.py registration, running codegen, and the test cases. This is the modeling step of adding a new model, not only of refreshing an existing one. Trigger: 'add patchgen for a model', 'write a patch_gen_config', 'regenerate the generated modeling', 'add NPU patchgen', 'port a model to patchgen', 'transformers v5 migration'. Never hand-edit anything under generated/.

Verify serve-sim Duo folding, guest orientation, and model rotation against a local iOS Simulator. Use after changing Duo pose, orientation, or display-selection behavior, or when investigating regressions in those features.

Use LinkedIn data for profile, company, job, post, feed, inbox, recruiting, and outreach work through the bundled LinkedIn MCP server. Use only for an explicit LinkedIn request.

Apply this skill whenever writing, reviewing, or refactoring Laravel PHP code. This includes creating or modifying controllers, models, migrations, form requests, policies, jobs, scheduled commands, service classes, and Eloquent queries. Triggers for N+1 and query performance issues, caching strategies, authorization and security patterns, validation, error handling, queue and job configuration, route definitions, and architectural decisions. Also use for Laravel code reviews and refactoring existing Laravel code to follow best practices. Covers any task involving Laravel backend PHP code patterns.

Apply this skill whenever writing, reviewing, or refactoring Laravel PHP code. This includes creating or modifying controllers, models, migrations, form requests, policies, jobs, scheduled commands, service classes, and Eloquent queries. Triggers for N+1 and query performance issues, caching strategies, authorization and security patterns, validation, error handling, queue and job configuration, route definitions, and architectural decisions. Also use for Laravel code reviews and refactoring existing Laravel code to follow best practices. Covers any task involving Laravel backend PHP code patterns.

Diagnose intermittent VS Code Electron smoke-test failures from the Azure DevOps Flaky Smoke Tests pipeline (definition 700). Covers finding failed iterations, downloading task logs and platform artifacts with Azure CLI, correlating cumulative runner logs, tracing the introducing commit, and queueing focused validation runs.

Frame a new design proposal (RFC-shape) under proposals/ — problem before solution, named beneficiary and observable change, real alternatives, honest drawbacks, and a live open-questions backlog. Read when asked to frame a proposal, write an RFC, propose a design, pitch a change, draft a PRD-style design doc, or open a design proposal for review. Do NOT read to record a decision after it is accepted (use record-a-decision), to write an implementation spec (use write-a-spec), to write a postmortem (use write-a-postmortem), or to review or critique an existing design (use review-a-design).

Write a prompt teammates can give their AI agents to apply a fix, upgrade, or setup change. Use only when the user explicitly invokes /prompt-for-others.

MaaEnd 文档与 Markdown 编写指南：中英文文档要一起改、GitHub 渲染陷阱、markdownlint 格式化与检查、修复被格式化工具改坏的 Markdown。在新增、修改、翻译、审查任何 .md 文件，或处理 markdownlint 报错时使用。

Write Basic Memory notes that render as charts, tables, boards, and live views with `::bm-*` Comark components. Use when a note reads better as a figure or board, or already has `::bm-*` directives.

Remove repeated NuGet restores from multi-step .NET builds safely. USE FOR: build/test/publish steps that each restore, Directory.Build.rsp with -restore, safe restore suppression, NETSDK1004/NETSDK1047 after --no-restore. DO NOT USE FOR: slow first restore, only one restore, version or lock errors, unranked build slowness (use build-perf-baseline).

Sandworm (APT44 / Seashell Blizzard, GRU Unit 74455) adversary-emulation playbook — IT→OT intrusion ending in ICS manipulation or destructive impact, executed with living-off-the-land Windows tooling. SAFETY-CRITICAL: destructive and ICS-write steps are canary/lab-only and gated on explicit OT authorization. Use when emulating Sandworm against an ICS/OT or critical-infrastructure estate. Triggers on: 'emulate Sandworm', 'APT44', 'Seashell Blizzard', 'Voodoo Bear', 'ICS attack', 'OT destructive', 'Industroyer', 'NotPetya'.

Use when the user is stuck or going in circles: the same fix failed twice or more, 'nothing works', 'I've tried everything', or a consequential choice with no clear winner that is hard to undo or splits the team (which database, which architecture). Brings hacker, researcher, simplifier, architect, and contrarian perspectives and converges on one recommendation. Not for a first error or normal progress.

Generate a single-file compressed symbol map of a TypeScript or Swift repository — files, exported symbols, typed signatures, plugin boundaries — sized to fit an LLM context window. Use for whole-project reasoning: duplication hunting, refactor planning, architecture recon, or feeding another agent a full-project map.

Interacts with live Hunk diff review sessions via CLI. Inspects review focus, navigates files, hunks, and exact lines, reloads session contents, adds inline review comments, and paints attention marks on character ranges. Use when the user has a Hunk session running or wants to review diffs interactively.

Use this skill whenever the user wants to find, read, cite, track, download, or analyze academic papers on arXiv. That includes: searching papers by topic, author, category, or arXiv ID; fetching abstracts or full metadata; generating BibTeX citations; downloading PDFs; listing the latest submissions in a field (e.g. cs.AI daily digest); checking a paper's citation impact; finding who cites a paper, what it references, or related-paper recommendations. Trigger on mentions of 'arXiv', an arXiv ID (e.g. 2601.02780 or hep-th/0601001), an arxiv.org URL, 'paper search', 'literature review', 'find papers about X', 'cite this paper', or 'what's new in cs.LG'.