Skills · category
AI & agents skills and plugins
Public Claude skills and plugins for ai & agents, each with Waxell's security verdict and the findings behind it.
- 9,580 reviewed
- 8,092 no issues
- 1,316 to review
- 130 high risk
1,451 resultsAI & agents
improveshadcnPoint it at a codebase and it figures out what's worth doing, bugs, perf, tech debt, what to build next, then writes plans any agent can… No issuesAI & agentsEngineering9.3k
stitch::manage-design-systemgoogle-labs-codeManage design systems in Stitch using MCP tools. Includes retrieval of assets, creating/updating design systems in Stitch, and applying… No issuesAI & agentsDesign8.7k- enhance-promptgoogle-labs-codeTransforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system… No issuesAI & agentsDesign8.7k
- stitch-loopgoogle-labs-codeTeaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern No issuesAI & agents8.7k
- taste-designgoogle-labs-codeSemantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards,… No issuesAI & agentsDesign8.7k
story-coverzenstory-ai小说封面生成与提示词设计。根据书名、作者名和题材构建封面提示词；用户只要提示词时不生图，要求封面图时调用 GPT-Image-2，Codex CLI 优先使用内置… No issuesAI & agentsEngineering8.3k- story-reviewzenstory-ai多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn；缺失/异常 agents 或 spawn 失败时自动降级 solo，参考文件不可读时使用内置 rubric… No issuesAI & agents8.3k
- story-setupzenstory-ai网文写作工具集基础设施部署与检查。为 Claude Code / OpenCode / Codex / Google Antigravity / ZCode / OpenClaw / Reasonix 提供内置适配；Web AI / 通用 Agent 可走 skills +… High riskAI & agentsEngineering8.3k
devcontainer-setuptrailofbitsCreate pre-configured devcontainers with Claude Code and language-specific tooling High riskAI & agentsEngineering8k- devcontainer-setuptrailofbitsCreates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding… High riskAI & agentsEngineering8k
product-manager-skillsdeanpetersA comprehensive library of PM skills covering discovery, strategy, delivery, finance, AI orchestration, and career leadership. Review findingsAI & agentsFinance7.9k- acquisition-channel-advisordeanpetersEvaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a… No issuesAI & agentsEngineering7.9k
- agent-orchestration-advisordeanpetersDesign multi-agent AI workflows with clear boundaries, handoffs, and monitoring. Use when a complex PM task should run as parallel… No issuesAI & agentsProductivity7.9k
- ai-shaped-readiness-advisordeanpetersAssess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build. No issuesAI & agents7.9k
- autonomous-investigationdeanpetersThe protocol behind every investigation skill. Use when AI research must proceed without you: search-plan gate, Fact/Inference/Assumption… No issuesAI & agentsResearch7.9k
- context-engineering-advisordeanpetersDiagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably. No issuesAI & agentsProductivity7.9k
- derisk-measurement-advisordeanpetersIdentify what to measure, test, or track to de-risk a product or AI idea. Use when stress-testing an idea across internal (DUFV) and… No issuesAI & agentsEngineering7.9k
- feature-investment-advisordeanpetersEvaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves… No issuesAI & agentsFinance7.9k
- finance-based-pricing-advisordeanpetersEvaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship. No issuesAI & agentsFinance7.9k
- market-landscape-scandeanpetersMap a market's segments, players, substitutes, and whitespace with cited evidence. Use when entering or re-evaluating a market before… No issuesAI & agentsSales & marketing7.9k
- recommendation-canvasdeanpetersEvaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves… No issuesAI & agentsDesign7.9k
- saas-economics-efficiency-metricsdeanpetersEvaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction. No issuesAI & agentsData & analytics7.9k
ljg-blindlijigang盲区扫描: , 读昨天你与 AI 的全部对话，照出暴露的思维盲区（不是不懂的知识，是让某类真相一直看不见的思维习惯），再从微信读书挑一本书的一章精准补上，落成一篇完整分析笔记。Use when user says '扫盲区', '盲区', '照盲区', '看看我的思维盲区',… No issuesAI & agentsData & analytics7.6k- ljg-pushlijigang把 ~/.agents/skills/ljg-* 里所有更新过的 skills 同步到 github repo (ljg-skills)，先推 master 分支（org-mode 输出风格），再切 md 分支（markdown 输出风格）做基础 markdown… No issuesAI & agentsEngineering7.6k
healthtw93Audits agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong. Not for… No issuesAI & agents7.5k- writetw93Rewrites and polishes Chinese or English prose, technical instructions, and product copy. Use when drafting, editing, localizing, or… No issuesAI & agentsWriting & content7.5k
darwin-skillalchaincyfDarwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric… Review findingsAI & agentsEngineering6.8k
swiftui-protwostrawsReviews SwiftUI code for best practices on modern APIs, maintainability, and performance. No issuesAI & agentsEngineering6.5k
sn-image-doctoropensensenovaEnvironment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates… No issuesAI & agentsImages, video & audio6k- sn-motion-htmlopensensenovaBuild continuous-shot motion-driven HTML stories from a subject or narrative, including research, story structure, consistent AI stills,… No issuesAI & agentsResearch6k
- sn-ppt-toolsopensensenovaUse when another PPT Skill needs web search, image search or download, or image generation and the host Agent's equivalent native… No issuesAI & agentsResearch6k
- sn-proactive-agentopensensenova安装、启动和使用 Proactive Agent，记录项目进展并在合适时机提醒下一步。 Review findingsAI & agents6k
- sn-team-harnessopensensenovaUse when a user asks what SenseNova Team Harness is, wants an introduction or overview, is getting started, or is deciding whether it… No issuesAI & agentsProductivity6k
- sn-updateopensensenovaUpdate SenseNova Skills (the sn-* bundle) inside an OpenClaw or hermes-agent install. ALWAYS use this skill when the user says any of:… No issuesAI & agentsImages, video & audio6k
agent-identifiergalaxy-dawnUse when creating or configuring Claude Code agents and their frontmatter. No issuesAI & agentsResearch6k- architecture-designgalaxy-dawnUse only when creating new registrable ML components that require Factory or Registry patterns. No issuesAI & agentsDesign6k
- citation-verificationgalaxy-dawnThis skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification… Review findingsAI & agentsResearch6k
- command-developmentgalaxy-dawnThis skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command… No issuesAI & agentsResearch6k
- daily-paper-generatorgalaxy-dawnUse when the user asks to generate daily paper digests on a general topic. This skill supports both arXiv and bioRxiv (or either one),… No issuesAI & agentsResearch6k
- defuddlegalaxy-dawnExtract clean Markdown from web pages. In the KB workflow, use it as a utility under obsidian-source-ingestion. No issuesAI & agentsResearch6k
- kaggle-learnergalaxy-dawnThis skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions… Review findingsAI & agentsResearch6k
- latex-conference-template-organizergalaxy-dawnOrganize messy conference LaTeX template .zip files into clean Overleaf-ready structure. Use when the user asks to "organize LaTeX… No issuesAI & agentsDocuments6k
- mcp-integrationgalaxy-dawnThis skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up… No issuesAI & agentsResearch6k
- ml-paper-writinggalaxy-dawnWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting… Review findingsAI & agentsResearch6k
- nature-polishinggalaxy-dawnPolish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature… No issuesAI & agentsResearch6k
- obsidian-project-kb-coregalaxy-dawnUse this as the main Claude Scholar skill for a vault-first, project-scoped Obsidian research knowledge base rooted at… No issuesAI & agentsProductivity6k
- paper-self-reviewgalaxy-dawnThis skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure",… No issuesAI & agentsResearch6k
- results-analysisgalaxy-dawnThis skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model… No issuesAI & agentsData & analytics6k
See and control which skills your people use
Inside your organization, Waxell scans each skill and plugin before anyone installs it, approves what passes and publishes it to a private marketplace, and puts every MCP tool call behind one governed URL.
30 minutes. No commitment.
SOC 2 Type II attested · ISO/IEC 27001:2022 certified · HIPAA with a BAA · aligned to the EU AI Act and NIST AI RMF