review-release
Pre-release readiness review. Scans for debug artifacts, version mismatches, changelog gaps, git hygiene issues, breaking changes, and license compliance. Runs…
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Pre-release readiness review. Scans for debug artifacts, version mismatches, changelog gaps, git hygiene issues, breaking changes, and license compliance. Runs…
Quick Java performance scan flagging N+1 queries, memory issues, threading problems, and algorithmic hotspots. Use when user asks to "check performance",…
中文网文选题立意。当用户想确定写什么题材、找爆款选题、提炼一句话卖点、设计黄金三章、或验证一个小说点子是否有市场时使用。产出可直接开写的选题方案(频道+类型+金手指+卖点+开篇策略)。
ALWAYS activate when the user writes, drafts, or revises any part of an academic paper. This is the core skill for overcoming writer's block and producing…
Cleans up and consolidates an agent system after creation or modification. Use when user says "cleanup agent system", "refactor agent setup", "clean up…
Review the current diff for correctness bugs and reuse/simplification/efficiency cleanups at a given effort level. Use for "review my changes", "review the…
Deploy a Sui Move package to mainnet after testnet has been exercised. Use when the user wants to ship to mainnet, go to prod, or publish to Sui mainnet.
Whenever you do real external research (WebFetch, WebSearch, or Explore-agent fetches of URLs outside the repo), catalog it in docs/research/ before sending…
Design or evaluate pricing and packaging strategy. Use when setting prices for a new tier, adjusting existing pricing, or restructuring packages.
Use when implementing or reviewing gRPC servers/clients in Go. Covers .proto organisation, code generation with protoc/buf, server bootstrap (interceptors,…
Force the guardrails VERIFY echo protocol — prove every done/fixed/works claim with quoted command output. Use when asked to verify claims, check completion…
SWI-Prolog-specific tooling, standards, and idioms. Use when working with SWI-Prolog code. Emphasizes relational thinking, steadfastness, DCGs, constraints,…
Spin up multiple website or page variants in parallel — each in its own git worktree or sibling folder, built by a sub-agent from the same brief and shared…
雕龙·造物 | DragonCraft Create - description: [何时使用]当需要将产品定位/用户痛点/解决方案变成有逻辑、有冲突、有认知、有价值的产品故事时;当需要产品发布文案、用户故事、竞品对比、产品手册时
Diff two SQL Server execution plans (baseline vs regression) to identify what changed — join strategies, memory grants, operator topology, new warnings, and…
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the…
What the? Use when the user wants a plain-English breakdown of something technical — the who, what, where, why, and when.
Generate configurable chat motion overlays from a transcript or screenshot, including plain bubble scenes, app-style chat containers, optional device frames,…
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large…
Remove AI-generated code smells (slop) from branch changes or an explicit file list. Locks behavior with regression tests FIRST, then runs categorized cleanup…
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first…
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers,"…
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables,…
Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance…
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google…
Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters). Built-in adapters for X/Twitter, YouTube transcripts,…
Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination…
Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github…
Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement…
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence. 25 core + 16 IBC…
Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need practical…
Audit connected MCP servers for token overhead, redundancy, and security. Use when sessions feel slow or before adding new MCPs.
Evaluate Expo skills in this repo end-to-end - trigger accuracy, generated code quality, and runtime screenshots on iOS simulator and Android emulator via Expo…
Use when building UIs leveraging the WordPress Design System (WPDS) and its components, tokens, patterns, etc.
Build voice AI agents with LiveKit Agents SDK. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add voice AI", "implement handoffs",…
Audit and enforce the core/client boundary in multi-client projects. Detects where shared platform code is tangled with client-specific code, finds hardcoded…
For authorized security review of code, auth, or APIs you control, model the attacker, map the attack surface, and report only findings with a reproducible…
Create or refresh reviewer-facing PR titles and descriptions. Use when opening a PR, updating its title or body, or preparing branch changes for review.
Reviews lyrics against a quality checklist before Suno generation. Use before generating tracks to catch rhyme, prosody, pronunciation, and structural issues.
Interpret CrowdStrike Falcon findings for sensor coverage, policy visibility, and host group scoping.
Provides AWS CloudFormation patterns for VPC foundations, including subnets, route tables, internet and NAT gateways, endpoints, and reusable outputs. Use when…
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