n8n PR 创建
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation.
论文写作、综述 · 588 个 Skill
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation.
Authors n8n database migrations.
Guidelines on using Design System styles and components.
Applies n8n's RBAC scope decorators to REST endpoints.
Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Open a pull request with proper PR template, test coverage, and review workflow.
Review a PR for correctness, security, code quality, and testing issues.
Behavioral guidelines to reduce common LLM coding mistakes.
> search_skills({"query": "code review", "limit": 5, "category": "coding"}) get_skill({"id": "abc123"}) Use these prompts.chat MCP tools: Call search_skills with: Present results showing:
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Review frontend code (.tsx, .ts, .js files) for quality, performance, and correctness against Langflow's frontend conventions.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities.
| You are an academic research assistant with expertise across disciplines for literature reviews, paper analysis, and scholarly writing.
Reviews code for security vulnerabilities, performance issues, and best practices.
| You are a senior Python developer with 10+ years of experience.
| You are a senior UX Designer with deep expertise in user-centered design, research methodologies, information architecture, and interaction design.
Testing strategy for Supabase Studio.
React composition patterns that scale.
审查 ant-design 测试用例是否值得保留。
Review, improve, rewrite, author, or plan Storybook documentation in /docs.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Write clear, developer-first copy for Zed — leading with facts, grounded in craft.
Remove signs of AI-generated writing from text.
Prime a codebase by reading every source file in full.
Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms…
> Paperclip's UI is a professional-grade control plane — dense, keyboard-driven, dark-themed by default.
> This skill covers the day-to-day workflows for developing and operating a local Paperclip instance.
> Write code review comments terse and actionable.
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review Use this skill to create a complete, high-quality concept page from start to finish.
Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential Use this skill to perform a focused SEO audit on concept documentation pages for the 33 JavaScript Concepts project.
Review RTK Rust code for idiomatic simplification.
Use this skill when asked to read an arxiv paper given an arxiv URL You will be given a URL of an arxiv paper, for example: https://www.arxiv.org/abs/2601.07372 The goal is to fetch the TeX Source of the paper (not the PDF!), the URL always looks like this: makes outbound network calls.
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality name: "code-analyzer" description: "Advanced code quality analysis agent for comprehensive code reviews and improvements" type: "analysis" version: "1.0.0"
Agent skill for code-analyzer - invoke with $agent-code-analyzer description: "Advanced code quality analysis agent for comprehensive code r…
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm name: code-review-swarm description: Deploy specialized AI agents t…
> Spawn and coordinate agents for complex multi-agent tasks.
Agent skill for github-modes - invoke with $agent-github-modes name: github-modes description: Comprehensive GitHub integration modes for wo…
Agent skill for github-pr-manager - invoke with $agent-github-pr-manager name: pr-manager type: development description: Complete pull reque…
Agent skill for pr-manager - invoke with $agent-pr-manager name: pr-manager description: Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows type: development color: "#4ECDC4" Comprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows.
Agent skill for reviewer - invoke with $agent-reviewer color: "#E74C3C" description: Code review and quality assurance specialist priority:…
Agent skill for swarm-pr - invoke with $agent-swarm-pr description: Pull request swarm management agent that coordinates multi-agent code re…
| Use agent-browser for local Open Design preview validation: inspect rendered state, click/type when requested, and capture one screenshot when visual evidence matters.
Conducts multi-axis code review.
Simplifies code for clarity.
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues.
Create, edit, inspect, or convert PowerPoint decks and PPTX slide presentations with practical layout and verification steps.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.
Transform data into compelling narratives using visualization, context, and persuasive structure.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Use this skill when designing or reviewing a PostgreSQL-specific schema.
Python code style, linting, formatting, naming conventions, and documentation standards.
Interactive lesson-level quiz for Claude Code tutorials.
Browser automation CLI for AI agents.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface.
When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content.
When the user wants to audit, review, or diagnose SEO issues on their site.
React and Next.js performance optimization guidelines from Vercel Engineering.
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default refe…
Multi-perspective academic paper review with dynamic reviewer personas.
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize.
Universal deep research tool — a domain-agnostic 13-agent team for rigorous academic research on any topic.
CSS animation adapter patterns for HyperFrames.
Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML.
Generate self-contained HTML architecture diagrams.
Run a WCAG 2.1 AA accessibility audit on a design or page.
Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes.
Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas.
Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.
Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply.
Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria.
Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis.
| A feature is "properly skilled" when all 11 checklist items pass.
| This skill is the inverse of gbrain skillpack scaffold.
Navigate and understand codebase structure using the knowledge graph Use the code-review-graph MCP tools to explore and understand the codebase.
PUA for Trae — 高能动性治理 Skill 这个 Trae 版只用 SKILL.md 表达行为合约:Trae 可以加载 Skill,但不会自动获得 Claude Code 的 hooks、slash commands、subagents 和 Stop feedback…
Web search and research specialist for finding and synthesizing information You are a research specialist.
Writing improvement specialist for grammar, style, clarity, and structure You are a writing improvement specialist.
Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take.
>- This skill is split into two layers: Do not try to apply the search logic from memory or from this router.
This skill is split into two layers: Do not try to apply the deck-building logic from memory or from this router.
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, abstract, figure legends, or reading notes.
This skill is split into two layers: Do not try to apply the polishing logic from memory or from this router.
This skill is split into two layers: Do not try to apply the reading logic from memory or from this router.
>- This skill is split into two layers: Do not try to apply the response logic from memory or from this router.
This skill is split into two layers: Do not try to apply the drafting logic from memory or from this router.
Create a simple PR from staged changes with an auto-generated commit message Follow these steps to create a simple PR from staged changes: Run: git status Verify that all changes have been staged (no unstaged changes).
Compose custom agents from base traits, voices, and specializations for specialized perspectives.
Security auditing for code, configs, and infrastructure.
Systematic literature review methodology including search strategy, screening, and synthesis.
Structured methodology for comprehensive literature review following PRISMA guidelines.
Check whether a proposed method/idea has already been done in the literature: $ARGUMENTS Given a method description, systematically verify its novelty: For EACH core claim, search using ALL available sources: Call REVIEWERMODEL via Codex MCP (mcpcodex__codex) with xhigh reasoning: config: {"modelreasoningeffort": "xhigh"}
Verify research idea novelty against recent literature.
Orchestrate a complete paper writing workflow for: $ARGUMENTS This skill chains five sub-skills into a single automated pipeline: /paper-pla…
Assess patentability of: $ARGUMENTS Adapted from /novelty-check for patent legal standards.
Draft a complete patent application based on: $ARGUMENTS This skill orchestrates the full patent drafting lifecycle -- from prior art search through jurisdiction-formatted filing documents.
Get a multi-round patent examiner review of the patent application based on: $ARGUMENTS Adapted from /research-review.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL…
Read any common document/data file — PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), images (OCR), CSV/TSV, plain text, JSON/YAML…
Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints.
Generates publication-quality figures for ML papers from research context.
Fetch content from Reddit using Gemini CLI or curl JSON API fallback.
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读,并保存到当前项目的 markdown 目录。
深度解读学术论文,将论文 PDF(文件或 URL)转化为通俗易懂、图文并茂的 Markdown 解读文档,保存到项目的 markdown/ 目录。
Remove AI writing patterns from prose.
UI/UX design intelligence.
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.
Open-source, pluggable agentic coding orchestrator.
Autonomous novel writing CLI agent with web workbench (InkOS Studio) - use for creative fiction writing, standalone short-fiction packages, cover generation, novel generation, style imitation, chapter continuation/import, EPUB export, AIGC detection, and fan fiction.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies.
Structural refactoring pass on changed code.
扫描 ~/.claude/skills/ 下所有已安装技能,生成一目了然的可视化地图。
Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing.
This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports.
This skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill quality", "check my skill", or "generate quality report".
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity Write prompts that Agentica agents reliably follow.
Spawn Agentica multi-agent patterns Use this skill after user selects an Agentica pattern.
Autonomous design critique mode using the Agentation annotation toolbar.
Quality review and audit for Claude Code skills.
Record a lesson learned after a user correction, or review existing lessons at session start Manages the self-improvement loop.
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review Comprehensive, methodical auditing t…
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis Invokes the code-reviewer persona for t…
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done This generated Codex skill preserves an enforced…
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage Cross-session issue tracking for persistent…
Route ordinary init, review, and security requests to Claude-native capabilities first;
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly Code review requires technical ev…
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews This generated Codex skill preserves an enf…
Authoritative ato authoring and review skill: language reference, stdlib, design patterns, and end-to-end board design workflow.
autoresearch 的精髓: 与纯结构审查的区别:不只看 SKILL.md 写得规不规范,更看改完后实际跑出来的效果是否更好。
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation.
Analyze a qlty pull request (or the current branch) for backwards-incompatible behavior changes.
>- This companion skill is adapted from Yuan1z0825/nature-skills/tree/main/nature-figure.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
> This is a Codex adapter for the ARS suite.
花叔Design(Huashu-Design)——用HTML做高保真原型、交互Demo、幻灯片、动画、设计变体探索、设计方向顾问与专家评审。
小说章节审核 - 当需要校对、审核小说章节质量时触发。
Captures learnings, errors, and corrections to enable continuous improvement.
Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX).
Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming.
Postgres performance optimization and best practices from Supabase.
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources 本技能指导文献搜索、整理和综述写作。
Use when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX outpu…
当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"时使用。
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows.
Skill Install Guardian v3.0 - Professional Security Audit 当执行安全审计时,必须: 1.
Improve a skill's public listing before publish.
Release skills to ClawhHub through the full publication pipeline — auto-scaffolding, OPSEC scan, dual review (agent + user), force-push rele…
Vet ClawHub skills for security and utility before installation.
코드 리뷰 — 버그, 로직 오류, dead code 검출 Review the specified file(s) or current git diff for bugs, logic errors, and dead code.
Internal orchestrator — users should use /paperspine to start a full workflow.
>- End-to-end release workflow for skillshare.
Evaluate Agent Skill design quality against official specifications and best practices.
> /android-code-review # Review diff between current branch and develop /android-code-review --branch feature/login # Review a specific bran…
Design new Claude skills from structured idea specifications.
Mine Claude Code session logs for skill idea candidates.
Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), file naming conventions, and handoff integrity.
Testing framework for evaluating Databricks skills.
代码审查和质量分析技能。
Structure compelling design presentations for stakeholders, reviews, and showcases.
Create skills by learning from high-quality GitHub projects When users want to accomplish something, search GitHub for quality projects that solve the problem, understand them deeply, then create a skill based on that knowledge.
Extract methodologies from documents or examples to create executable skills Extract actionable methodologies from learning materials (documents, articles, videos) or quality examples (blog posts, designs, code) to generate reusable Skills.
This skill supports both Chinese and English reports.
Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Navigate e-commerce sites to extract products, pricing, categories, and inventory.
Analyze, reorganize, and catalog all installed skills.
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior.
> Review a Java OpenInference instrumentation package against the project's established patterns and conventions.
> | | 路径 B:先脚本后素材 | 路径 A:先素材后配音 | | 触发 | "做个 showcase/教程视频" | "这段录屏帮我配个音" | | 人的输入 | 分镜脚本 + 素材 + 粗标 | 原始视频 + 风格关键词 | | spec 来源 | 人写 | 模型生成(P…
Search, download, and summarize academic papers from arXiv.
Critically review a workspace skill and suggest improvements.
| 专注 CV/DL 领域,支持 Zotero 集成和 Obsidian 笔记保存。
Create git commits with user approval You are tasked with creating git commits for the changes made during this session.
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with verification (prefer TDD) -> review -> finish.
Comprehensive testing and validation strategies for spec-driven development.
PRD + 可执行测试用例双文档一体化协作。
> 系统化检索、筛选和组织 AI/ML 领域学术文献。
> 精读论文、提取方法细节、构建结构化对比表。
查回 digest 没推但用户可能想看的事件(数量上限截断 / 同 ticker 冷却 / 噪音过滤等) 当用户敲 /missed 或自然语言问「digest 没推什么」时,调 missed_events 工具捞回 event-engine 的 delivery_log,把被主动…
审查并优化现有 skill 的触发语义、工作流、确认门槛、资源组织、安全边界与文档分层。
Security-first skill vetting for AI agents.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Autonomous skill lifecycle manager.
Meta-skill for evolving other skills.
Extract structured specifications from electronic component datasheet PDFs — pinouts, electrical characteristics, peripherals, topology, and…
Run Lean build with automatic error repair for missing cases, unused variables, and unused imports Direct execution skill for automated Lean build repair.
Manage Lean toolchain and Mathlib versions with backup, upgrade, and rollback support Direct execution skill for managing Lean toolchain and Mathlib versions.
Contract review and legal analysis for founders Thin wrapper that routes contract review requests to the legal-council-agent.
Manage OpenCode resources - terminate orphaned processes and clean up ~/.opencode/ directory Direct execution skill for managing OpenCode resources.
Interactive critique loop for slide presentations.
Interactive slide planning with narrative arc review and per-slide feedback.
Optional sidecar skill for controlled feedback-driven skill evolution.
Check imported skills for upstream changes and security regressions since the version in skills.lock <!-- autoresearch: variation B — sharpe…
| Two modes control which files and gates are loaded.
Build and review Blazor applications across server, WebAssembly, web app, and hybrid scenarios with correct component design, state flow, rendering, and hosting choices.
Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script.
Evaluates agent skills against Anthropic's best practices.
Audits skills in this repo for consistency, API drift, and structural gaps.
Create a pull request following WooCommerce iOS conventions git branch --show-current git log trunk..HEAD --oneline git diff trunk...HEAD --stat
Review code changes against WooCommerce iOS standards Review the current changes for compliance with WooCommerce iOS conventions.
Use when reviewing which QE skills are being used, finding undertriggering skills, or analyzing skill effectiveness.
Design the solution and write a technical specification based on requirements analysis.
Analyze skill effectiveness across sessions.
Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.
Frontend aesthetics policy.
Catch up on codebase changes by reviewing the diff from master and reading relevant spec files.
Deploy workflow for Vercel and Supabase Edge Functions npx vercel --yes npx vercel --prod --yes supabase functions deploy [name] --project-ref [ref] supabase functions deploy --project-ref [ref]
Create a fixup commit and autosquash rebase You are assisting with fixing up an existing commit using interactive rebase.
Display git changes in GitHub-style unified diff format with colored terminal output.
Assess system state and suggest what needs attention.
Dump a Claude Code session transcript as navigable Markdown.
Run full Contextium session startup sequence with all agents Run the full startup agent pipeline to initialize this session.
Start-of-session sync - pull latest, check handoffs, reviews, and blocked items Run at the start of each session to sync with other agents and see what needs attention.
Use Playwright MCP to check UI styles and usability.
Audit AI Agent skills for security vulnerabilities including malicious code, remote execution, credential leaks, and supply chain risks.
Pair Codex with Pluto.jl notebooks using MCP tools.
> Run this at the end of any session where you loaded one or more SKILL.md files.
Evaluate Claude skill quality through auditing.
Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
Evaluate Agent Skill design quality against official specifications and best practices.
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
Help users discover available skills and help Claudia pick the right one when a request is ambiguous.
Use when user asks to read, summarize, or analyze a research paper (PDF or text).
Guide to Apache ECharts for interactive research data dashboards Apache ECharts is a powerful, free, and open-source interactive charting and data visualization library with over 66K stars on GitHub.
Interview-driven automation design tool.
Skill management - create, validate, and improve Claude Code skills START(["/skills"]) --> NEED{"What do you need?"} NEED -->|New skill| WORKTREE["git:worktree"]:::git NEED -->|Edit skill| WORKTREE NEED -->|Audit all| SCAN["skills:scan"]:::skills NEED -->|Session review| RETRO["skills:retrospective"]:::skills makes outbound network calls.
End-of-session review to identify improvements, skill gaps, and refactoring opportunities START(["/skills:retrospective"]) --> P1["Phase 1:…
> Iteratively fix a PR/MR/CL until Greptile gives a perfect review: 5/5 confidence, zero unresolved comments.
Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files.
Post a `lifinance/contracts` pull request to `#dev-sc-review` and enable auto-merge (squash).
Guidelines for writing Agent Skills that comply with the agentskills.io specification.
Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions.
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably.
>- Use when creating a new skill, reviewing or auditing skill structure and frontmatter, or debugging skill loading and triggering issues.
Multi-stage rebuttal analysis skill for RebuttalStudio.
Lifecycle guard.
> 为用户提供的研究选题撰写符合顶级期刊标准的文献综述(Literature Review)部分。
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
Validates all CI skills in this repo.
AI-powered code review via roborev.
Tracks skill usage patterns, edit frequency, and success rates to suggest improvements and optimizations.
| 你是一名中文学术写作编辑,专门识别并消除学术文本中的AI生成痕迹,使文章读起来更自然、更具人类学者的思维纹理。
| 你精通 LaTeX/TikZ 绘图和 draw.io XML 生成,擅长将论文中的系统架构、协议流程、技术方案、技术路线图转化为高质量配图。
生成周报、月报、季度报和年终总结。
阅读、分析并总结学术文献(PDF论文),生成结构化的文献概要笔记。
Load and performance testing skill using Apache JMeter, covering test plans, thread groups, assertions, listeners, timers, and distributed testing.
>- Rules and patterns for the Envilder website's pure CSS design system.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations.
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments.
数学建模竞赛端到端工作流, 用于 CUMCM 国赛 / MCM·ICM 美赛 / 电工杯的选题、建模、求解、论文写作和终稿审核.
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement.
| Use when MCP returns no images, or when page-region cropping is needed:.
Minimal, goal-driven, surgical coding workflow adapted from forrestchang/andrej-karpathy-skills for OMK.
Generate interior design planning artifacts, 2D SVG floorplans, BOM outputs, analysis boards, and renovation image sets from structured requirements.
Instead, it answers four questions before any GPU compute is committed: This skill encodes the canonical decision tree, the modality → tool…
Picking the wrong design strategy on a novel target wastes a GPU day.
一套完整的學術研究 Skill 套件,涵蓋從論文閱讀到撰寫、審稿的完整研究流程。
论文撰写全流程指导 skill,覆盖六种类型:专项研究、综述、系统/基准、短论文/Workshop、立场论文、科研汇报。
Universal prompt engineering techniques for any LLM.
UI/UX design intelligence.
UI/UX design intelligence.
论文写作专家。
IT Manager Pro (Elite Leadership Advisor) workflow skill.
PostgreSQL Table Design workflow skill.
\u5eb7\u590d\u8bad\u7ec3\u5206\u6790\u6280\u80fd workflow skill.
中文学术论文去AI化检测与改写。
Pipeline for downloading academic paper full-text at scale.
Design phase rules for /designer command.
Generate structured PR review comments using Claude Code agents and post them to GitHub.
[Implementation] Bootstrap a new project automatically <user-requirements>$ARGUMENTS</user-requirements> Follow strictly these following steps: requires Vendor-specific API key.
Record, export, and share your AI coding sessions as replayable buildlogs Record your OpenClaw coding sessions and share them on buildlog.ai.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing This skill enables the use of Codex CLI for code analysis, refactoring, and automated editing tasks.
Load PROACTIVELY when task involves building a complete feature across multiple layers.
AI bookkeeping agent for Mercury bank accounts.
Interactive hiring wizard to set up a new AI team member.
Expert business planning consultant for creating comprehensive, investor-ready business plans from scratch or refining existing plans.
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session You are executing the /erne-learn comm…
ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test,…
Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating lazy evaluation, indexing, compilation, streams, channels-last layouts, Metal kernels, quantization, caches, and local MLX model loading or generation on Apple silicon.
XMindify 思维导图生成器,支持场景化模板和自动生成。
Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, L…
Comprehensive, research-backed Hinge dating profile optimization.
Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality managem…
Design presentation slides, infographic pages, and PPT-style visuals as 1600x900 HTML slides with optional PPT export.
Use when a well-specified task has meaningful design choices and you want to maximize quality by comparing multiple independent attempts.
How agents use ttal comment for review workflows - plan reviews, PR reviews, triage reports, and verdicts.
简历知识库管理工具,支持语雀同步和 JSON Resume 主题渲染 | 主题 | 风格 | GitHub Stars | |------|------|-------------| | elegant | 优雅专业 (默认) | ⭐ 126 | | stackoverflow…
小说创作工作台。
Comprehensive word document processing with full format support.
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
Runbook for working in the AGILab repo (uv, Streamlit, run configs, packaging, troubleshooting).
Code review specialist that analyzes diffs and suggests improvements You are a senior code reviewer.
Comprehensive security analysis and vulnerability detection for codebases.
Enforce coding standards, style guides, and architectural patterns across projects.
中文引导式学习助手。
Find academic papers, explore citations, and export BibTeX.
| 一站式学术研究工作流,覆盖从论文检索到最终演示的完整链路。
Writes Google Ads copy including RSA headlines, descriptions, extensions, DKI, CTAs, and intent-matched campaigns.
Interview the user about their goal before any plan or code.
Finalize an autoresearch session into clean, reviewable branches.
Guide frontend component design and code review using functional cohesion.
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data management scripts, and real-time integration patterns for building backend services with PocketBase.
Anton ADR lifecycle — author new architectural decision records, list existing ones by status or affects-category, and mark old decisions su…
Anton planner skill — author, update, and close multi-session initiatives (migrations, rollouts, long-running refactors) in `context/plans/`…
Audit interfaces for accessibility issues across semantics, keyboard use, focus management, color contrast, labels, and announcements.
Check whether code changes silently broke API contracts, behavior, schemas, or compatibility expectations.
Check whether claims are adequately supported by cited sources and flag weak or mismatched citations.
Gather code, config, docs, and operational proof points for audits and internal compliance reviews.
Review UI changes against spacing, typography, tokens, component usage, and design-system constraints.
Turn implementation details into practical documentation such as README updates, setup guides, architecture notes, runbooks, changelogs, and internal reference docs.
Interpret A/B test outcomes, edge cases, segmentation effects, and decision confidence.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Map papers by topic, method, findings, gaps, and trends.
Draft point-by-point responses to reviewer comments using manuscript changes, evidence, and rebuttal structure.
Run a lightweight personal operating system by reviewing tasks and notes, clustering priorities, drafting weekly plans, surfacing risks, and turning messy inputs into clear next actions.
Explain what changed between old and new policy documents and why the differences matter.
Review diffs like a senior engineer by checking correctness, architectural fit, style, missing tests, security smells, and migration or operational risk.
Review SQL queries, execution plans, schema usage, and indexes to propose safer faster alternatives.
Captures learnings, errors, and corrections to enable continuous improvement.
> Three questions, in order, before writing any comment: offers none, flag it.
Use before DaoFlow commits when running self-review through acpx with Gemini and Claude Code, triaging blocking findings, and revalidating fixes.
Pull unresolved PR review comments and address them.
Audit and score an agent-definition markdown such as `AGENTS.md`, `CLAUDE.md`, `SKILL.md`, `SOUL.md`, `.cursorrules`, or a system prompt using a cold-reader rubric for clarity, consistency, context independence, and operating-model fit.
Best practices for designing Claude Code agent files (.claude/agents/*.md).
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
Review Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues.
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
Design stable, compatible public APIs using extend-only design principles.
Use when building, extracting, reviewing, rendering, validating, or looking up ArchiMate® or UML® dediren packages, SVG/OEF/XMI evidence, dr…
>- Use when this capability is needed.
Ask which skill or flow fits your situation.
Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere.
Prepares codebases for security review using Trail of Bits' checklist.
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when fixing or auditing ANY accessibility issue — VoiceOver, Dynamic Type, color contrast, touch targets, WCAG compliance, App Store acc…
Use when the user mentions Swift performance audit, code optimization, or performance review.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, threading violations, and permission anti-patterns.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
Use when the user mentions Liquid Glass review, iOS 26 UI updates, toolbar improvements, or visual effect migration.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
Use when the user wants to audit SpriteKit game code for common issues.
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
Use when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of their iOS app.
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when accepting ANY real-world payment — Apple Pay, Wallet passes, Tap to Pay, Orders in Wallet.
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive data storage.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when reviewing Swift code for modern idioms, working with noncopyable types, implementing drag and drop, adding debug deep links, or building for tvOS.
Use when the user mentions App Store screenshot validation, screenshot review, checking screenshots before submission, or verifying screenshot dimensions and content.
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview).
| Use when this capability is needed.
> Use when this capability is needed.
Auto-invoke when reviewing API routes, server logic, Express/Node.js code, or backend architecture.
>- Three-mode translation skill: quick for direct translation, normal for analysis-informed translation, refined for full publication-quality workflow with review and polish.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities.
Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay.
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, comments, README guidance, and control files.
> Use when this capability is needed.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
GitHub Actions security hardening, CI/CD pipeline integrity, release security, and SSDF alignment Use when this capability is needed.
Delegate complex, multi-file coding tasks to an autonomous coding agent that can iterate and self-correct.
Audit and improve project-memory artifacts (CLAUDE.md, AGENTS.md, .claude/rules/*.md, .claude.local.md).
Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering.
Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user…
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?).
Review code changes, diffs, commits, branches, or PRs for correctness, regressions, security-sensitive mistakes, maintainability issues, and missing validation before commit, PR, merge, or closeout.
Use when: "review this PR", "code review", "check my diff", "/review" name: code-review-frontend Multi-agent PR review orchestrator.
> Use when this capability is needed.
>- Use when this capability is needed.
OpenAI Codex CLI wrapper — three modes.
Build Codex-native workflows for open-source maintenance.
When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself.
name: coding-standards Use when this capability is needed.
Automate git commit and push following the project's review workflow.
Detects timing side-channel vulnerabilities in cryptographic code.
> Timing attacks exploit variations in execution time to extract secret information from cryptographic implementations.
Create SEO-optimized marketing content with consistent brand voice.
Comprehensive Contentful REST API guide.
Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence…
> Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing.
Maintains and extends the AI Assistant Crafter Studio plugin per in-repo Cursor rules and docs without regressing locked UX.
Scaffold a new Trinity-compatible Claude Code agent from scratch on any topic.
Use after implementation is complete — stages, commits, pushes, and opens PRs for all affected services.
Extracts protocol message flow from source code, RFCs, academic papers, pseudocode, informal prose, ProVerif (.pv), or Tamarin (.spthy) models and generates Mermaid sequenceDiagrams with cryptographic annotations.
Guidelines for introducing and using nullable reference types (NRT) and System.Diagnostics.CodeAnalysis nullable attributes in C# / .NET codebases.
Chief Security Officer mode.
Generate or review AGENTS.md and `.cursor/rules/*.mdc` for a repository Use when this capability is needed.
Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode.
**Database Design & SQL Review**: Expert guide for schema design, database migrations, query optimization, indexing strategy, and database performance.
understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview...
Design finalization: generates production-quality Pretext-native HTML/CSS.
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them…
Live developer experience audit.
> Security-focused code review for PRs, commits, and diffs.
Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model.
Django + FastAPI development.
>- Use when this capability is needed.
Run and triage Django/DRF security smoke checks for settings hardening, throttling, safe HTML, ORM race/idempotency patterns, and model integrity; especially useful before shipping or when evaluating djangoSecurityHunter-style findings.
Apply fixes from a review.
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
Use when reviewing documentation quality, when establishing README and changelog standards, when preventing doc rot, when in-code comments duplicate code instead of explaining intent, or when subdirectories of a repo have no documentation entry point.
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction.
> Export Douban user collections (books, movies, music, games) to CSV files.
Download, export, save, or package images from a Google Gemini conversation/chat/app page, especially uploaded images or generated image previews visible in a Gemini thread.
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and automatic migration generation.
Design engineering principles and patterns for building polished, accessible web interfaces.
Language-agnostic engineering methodology — DDD, Hexagonal Architecture, TDD, architecture planning, requirements gathering, code review, an…
Use when you have a written implementation plan to execute in a separate session with review checkpoints Load plan, review critically, execute all tasks, report when complete.
One-shot review of an external GitHub PR.
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
Use when adding, renaming, or modifying a FastAPI route in genereviews-link.
Collect real financial data for any US publicly traded company from free public sources (yfinance).
Flutter/Dart coding rules for this project — style, file size, and test coverage.
Aligns code with this repository's Cursor rules in `.cursor/rules/` (layered architecture, naming, styling, performance, anti-patterns).
Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented evidence for each.
Use when the user asks to run Gemini CLI, Google Gemini for code tasks, or references Gemini for analysis, code generation, or automated editing | Model | When to Use | |-------|-------------| | gemini-3-flash-preview | DEFAULT - Use for most tasks.
作業完了後に、Gemini CLI と Code Review 拡張(/code-review, /pr-code-review)でレビューしたいときに使います。
Internal guidance for composing Gemini 2.5 Pro/Flash prompts for coding, review, diagnosis, and research tasks inside the Gemini Claude Code plugin Use when this capability is needed.
Lance une review de code par Gemini AI avec auto-correction Use when this capability is needed.
Use Google Gemini for parallel code reviews, complex task validation, and second opinions.
Discovers, retrieves, ranks, and summarizes real existing research papers on any topic.
> Use when this capability is needed.
A phase-based playbook for shipping pull requests that maintainers actually want to merge.
>- Treat every verdict as a claim about exact immutable Git objects.
Triages a repository's open GitHub issues and pull requests via the gh CLI.
Use when working in a git repository hosted on GitHub and handling branch creation, commits, pushes, pull requests, reviews, or merges with gh CLI available.
Create and manage GitLab Merge Requests on gitlab.example.com repositories, driving them to a truly mergeable state.
Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Write idiomatic Go tests.
> Builds Trailmark code graphs at two source snapshots and computes a structural diff.
> Use when this capability is needed.
Router for the gstack skill suite.
Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or reduce the plan.
Smart contract development advisor based on Trail of Bits' best practices.
Use this skill to audit, review, validate, or check the quality of AI assistant configurations including prompt text, prompt files, skills (SKILL.md), plugins, MCP servers, agents, hooks, memory files (AGENTS.md, CLAUDE.md, GEMINI.md), and composite configurations.
Fetch and organize Hugging Face Daily Papers for a specified date.
This skill helps you publish and manage research papers on the Hugging Face Hub, enabling seamless integration with models, datasets, and reproducible research.
This skill enables publishing and managing research papers on the Use when the user request matches this skill's domain and capabilities.
Implement a piece of work based on a spec or set of tickets.
Audit Copilot instruction files for bloat, overlap, stale rules, and weak applyTo scope.
Visual design audit for iOS apps on real hardware.
Plan → code → review → re-code feedback loop with persistent state across iterations.
No source-backed install or usage instructions could be extracted automatically.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
Manage project learnings.
Use when the user wants to learn a new programming language, framework, or platform via a hands-on, one-lesson-at-a-time curriculum — phrasi…
帮用户搭一个金融投研专用 LLM Wiki(Karpathy 模式):纯 markdown 文件 + [[wikilink]] 互联 + LLM 维护,知识随用复利。
Launch and manage OpenAI Codex CLI (local agent) as a non-interactive coding sub-agent.
Write and review Markdown (.md) files with consistent structure, correct links, and repo-friendly conventions.
When the user wants to audit, review, or diagnose SEO issues on their site.
> Use when this capability is needed.
> Transform raw meeting transcripts into comprehensive, evidence-based meeting minutes through iterative review.
Guides C++ code toward modern idioms (C++20/23/26).
hwpx 공문/기안문 양식을 첨부하면 주제에 맞춰 공문 내용을 자동 작성 mkdir -p hwpxwork && cd hwpxwork cp 원본.hwpx 원본.zip unzip -o 원본.zip -d original Contents/section0.xm…
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling Use when this capability is needed.
Use when diagnosing, operating, or standardizing Hub LLM OAuth refresh/reimport incidents for Claude Code OAuth, OpenAI Codex OAuth, Gemini OAuth, Gemini CLI OAuth, Gemini Code Assist service, and Groq pool readiness.
onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal.
This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo public", "check open-source readiness", "choose a license for this project", or "set up release automation" ahead of a public launch.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.
Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security.
Reviews a code target by launching a panel of specialist auditor agents and merging their reports.
自动爬取 arXiv cs.CV 当天所有新论文,两阶段筛选:先由 agent 读全量摘要快速初筛,再对 Top N 下载 PDF 全文精读;精读阶段从 paper-read-reviewer skill 注入完整 subagent prompt,结合 OpenJudge 五阶段…
Propose a code patch for a finding.
Convert markdown files to professional PDF documents with proper Chinese font support, theme system, and visual self-check.
>- Two related pipelines, same destination look, different starting point: phone photos of paper documents, or a digital document that needs a synthetic signature before it looks signed.
CEO/founder-mode plan review.
Designer's eye plan review — interactive, like CEO and Eng review.
Interactive developer experience plan review.
Eng manager-mode plan review.
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational).
Create a GitHub pull request — pushes the current branch and opens a PR with auto-generated title and description.
| Use when this capability is needed.
Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched.
Multi-path parallel product analysis that combines Claude Code agent teams and Codex CLI for cross-model test-time compute scaling.
Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invari…
Build a throwaway prototype to answer a design question.
Guides initial CockroachDB cluster provisioning and production deployment.
React Native mobile testing, performance, and release hardening for this repo.
Load when: implementing or reviewing the vendor mobile app (React Native, Expo managed workflow, NativeWind v5).
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation Code review requires technical evaluation, not emotional performance.
Keep repository documentation, AGENTS.md, and contributor/test guidance aligned with code, design, and product changes.
Extracts files from repomix-packed repositories, restoring original directory structures from XML/Markdown/JSON formats.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements Dispatch a code reviewer subagent to catch issues before they cascade.
Enterprise-grade autonomous research paper generation skill for AI coding agents — full papers, literature reviews, theses, whitepapers, sur…
**面向非开发人员的结构化研究摘要工具** Use when this capability is needed.
Use when a pull request has received code review comments from gemini-code-assist and you need to read the feedback, fix or decline each item, reply in comment threads, and post a summary Read code review feedback on a pull request, resolve each item, reply in comment threads, and post a summary comment.
This skill reviews the current chat session and GitHub Copilot instructions to identify user-reported issues that should become new lessons, detect violations of existing instructions, and update instructions accordingly to prevent future mistakes.
Pre-landing PR review.
| Use when this capability is needed.
Reviews the current branch's changes against its base branch as a pull request: correctness of new and modified code, test coverage for it, and documentation accuracy.
> Use when this capability is needed.
Sharp professional roast-style critique for code, architecture, docs, UI, specs, plans, prompts, or ideas when user asks for brutal feedback.
Evaluate the quality of existing agent instruction rule sets — CLAUDE.md, AGENTS.md, .cursorrules, copilot-instructions.md, or any coding-ag…
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime mistakes.
One-file-at-a-time Rust quality pass for Citum, using jcodemunch to target the highest-value cleanup.
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits.
Guides through Trail of Bits' 5-step secure development workflow.
Perform language and framework specific security best-practice reviews and suggest improvements.
>- Use when this capability is needed.
This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs".
2026 SEO content writing for marketing sites — search intent, on-page structure, keyword research, E-E-A-T, internal linking, and AI Overvie…
| Use when this capability is needed.
Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes.
Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
Ship current branch — CI, SonarCloud, code review, security review, fix all issues, merge.
Audits a Claude Code / Agent SDK skill (or folder of skills) against 10 QA Use when this capability is needed.
把一套反复使用的 Agent 工作流打磨成可复用的 SKILL.md。
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard.
Reviews and improves Claude Code skills against official best practices.
This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry.
Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent.
Use Verify for snapshot testing in .NET.
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing.
Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions.
Sprint Flow Skill | 原则 | 说明 | |------|------| | 单一入口 | 用户只需调用 /sprint-flow,自动串联全流程 | | 自动流水线 | 类似 autoplan,自动执行多个阶段 | | 关键节点暂停 | APPROVED 确认…
Use this skill when the agent is designing schemas, reviewing migrations, tuning queries, modeling NoSQL access patterns, configuring replic…
Use when executing implementation plans with independent tasks in the current session Execute plan by dispatching a fresh implementer subagent per task, a task review (spec compliance + code quality) after each, and a broad whole-branch review at the end.
Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks.
Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or archived upstreams, npm publisher concentration, and install-time script execution.
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture Use when this capability is needed.
| Use when this capability is needed.
Access a personal Telegram account's messages and chats via MTProto (Telethon).
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
No source-backed install or usage instructions could be extracted automatically.
Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TON without gas checks.
Activate when user asks to sync, push, or publish local Tracecat MCP server code or Claude Code skills to their GitHub repositories Use when this capability is needed.
Builds and queries multi-language source and binary code graphs for security analysis.
Performs graph-assisted triage of a single security finding, SARIF result, weAudit annotation, suspicious function, or report excerpt using Trailmark reachability, entrypoint paths, taint, privilege-boundary, blast-radius, caller/callee, and neighborhood evidence.
Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new tainted paths, removed validation or authorization calls, privilege-boundary drift, blast-radius growth, complexity growth, and newly reachable sensitive sinks.
Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes.
>- Diagnose and fix conflicts when Tailscale coexists with proxy/VPN tools on macOS, with specific guidance for SSH access to WSL instances.
Design .NET types for performance.
TypeScript type safety, async correctness, error handling, and immutability patterns.
Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
UI/UX design intelligence for web, mobile, and desktop.
Hunts for the other instances of a bug already found — the variants of one root cause across a codebase.
Snapshot test email templates using Verify to catch regressions.
Implement features and fix bugs for the vfs-s3 project.
>- Systematically evaluate incoming vulnerability reports against 7 principled criteria before committing resources to deeper analysis.
Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API.
Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions.
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification.