Skill rating
2 068 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1001 | A | File Path Traversal TestingProcedureMySQLSoftware developmentSecuritymodbender/skill-library-mcpAgent Skills This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vulnerabilities", o | 100 | 80 | C | — | ★ 14 | 16 Jun 2026 | |
| 1002 | A | PRD Engine — Product Requirements That ShipProcedureAI and agentsDesignmodbender/skill-library-mcpAgent Skills Complete product requirements methodology: from idea to spec to shipped feature. Not just a JSON template — a full system for writing PRDs that developers actually follow and stakeholders actually ... | 100 | 79 | C | — | ★ 14 | 16 Jun 2026 | |
| 1003 | A | Integrates the SwiftScholar HTTP API for searching, submitting, and analyzing academic papers. Use when the user wants to search literature, submit PDFs/URLs for parsing, retrieve analyses, manage fav | 100 | 80 | C | — | ★ 14 | 16 Jun 2026 | |
| 1004 | A | Optimize content for Generative AI search engines (Perplexity, ChatGPT, Gemini). Use when drafting articles, marketing copy, or technical docs to ensure AI models prioritize your information as a top | 100 | 80 | C | — | ★ 14 | 16 Jun 2026 | |
| 1005 | A | Create or refresh AEO-optimized content that gets cited by AI assistants (Gemini, ChatGPT, Perplexity) using only free tools. Two modes: CREATE new content targeting a specific prompt, or REFRESH exis | 100 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 1006 | A | Meta-skill for iterative, hypothesis-driven deep research using deepresearchwork, tavily-search, literature-search (Semantic Scholar mapping), and perplexity-deep-search. Use when the user needs multi | 100 | 79 | B | — | ★ 14 | 16 Jun 2026 | |
| 1007 | A | High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations. Supports authenticated/private sources. | 100 | 80 | D | — | ★ 14 | 16 Jun 2026 | |
| 1008 | A | Emotional reset and loop-breaking skill. Use this skill when: (1) The user expresses frustration, anger, or dissatisfaction with your responses (e.g. cursing, scolding, saying you're useless/wrong/stu | 95 | 87 | B | — | ★ 14 | 16 Jun 2026 | |
| 1009 | A | Search X, read tweets and their replies and retweeters, pull user profiles and their tweets, replies, media, followers, and followings, and get trending topics as structured JSON. 11 endpoints. | 100 | 75 | B | — | ↓ 361 | 7 d ago | |
| 1010 | B | 学术文献检索与整理。从 PubMed、Springer、PLOS 等数据库检索流行病学/医学/市场研究文献,整理各国数据、大样本队列、患病率/发病率,生成带完整引用(PubMed 链接)的结构化报告和 PPT。使用场景:疾病流行病学综述、市场规模调研、竞品学术对比。 | 100 | 68 | D | — | ↓ 892 | 11 May 2026 | |
| 1011 | B | 专业的学术论文写作助手。当用户要求撰写、修改、润色学术论文,或需要论文结构规划、参考文献整理、学术用语规范化、查重检测等支持时使用。触发短语包括:"写论文"、"润色论文"、"修改论文"、"论文结构"、"参考文献格式"、"学术用语"、"论文查重"等。 | 100 | 65 | C | — | ↓ 1 607 | 11 May 2026 | |
| 1012 | A | Search arXiv for research papers matching the user's query. Use when the user asks to use arXiv for this purpose. | 100 | 77 | C | — | ↓ 90 | 5 d ago | |
| 1013 | B | Bilingual global undergraduate pathway advisor for international high schools, bilingual schools and pathway programmes. Provides source-aware, non-agent-like guidance across UK, US, Australia, New Ze | 100 | 64 | B | — | ↓ 909 ★ 1 | 30 Jun 2026 | |
| 1014 | B | Beautify meta-analysis forest plots with customizable odds ratio points and confidence intervals | 100 | 67 | C | — | ↓ 850 | 11 May 2026 | |
| 1015 | A | Search Reddit, read posts and threaded comments, and pull subreddit, user, popular, and trending data as structured JSON. 12 endpoints for discussion research, brand monitoring, sentiment analysis, an | 100 | 75 | B | — | ↓ 331 | 26 Jul 2026 | |
| 1016 | B | Analyze financial markets, FX, investments, macro context, and risk with concise uncertainty-aware framing. | 100 | 70 | C | — | ↓ 556 | 6 Jun 2026 | |
| 1017 | A | Search academic papers with Semantic Scholar and arXiv, dedupe results, and export JSON plus BibTeX citations for literature reviews, references, or citation gathering. | 100 | 78 | B | — | ↓ 119 | 1 Aug 2026 | |
| 1018 | B | AI领域高质量信息聚合与过滤 skill。当用户要求获取AI领域最新动态、前沿论文、热门工具、行业趋势时触发。覆盖AIGC(文本/图像/视频生成)、虚拟数字人、AI短视频/短剧制作工具、智能传播/舆情/新闻学AI应用四大领域。自动从 arXiv、GitHub、Hacker News、Hugging Face 四大信息源抓取、过滤、评分并生成全球AI中文简报。支持每日快讯和每周深度总结两种输出模式。 | 100 | 67 | D | — | ↓ 776 | 11 May 2026 | |
| 1019 | B | Client acquisition methodology for agencies. Learn how 5 production-ready n8n workflows handle prospect sourcing, cold outreach, inbound routing, client reporting, and proposal follow-up — then get th | 100 | 68 | C | — | ↓ 817 | 11 May 2026 | |
| 1020 | B | 文本改写/降重、学术改写、简化表达、正式化、扩写、前后对比。Paraphrase, rewrite for academic tone, simplify, formalize, expand. | 100 | 64 | D | — | ↓ 1 254 | 11 May 2026 | |
| 1021 | B | 指导学者在顶刊发表论文的资深教授。从选题到逻辑大纲,手把手协助构建具有高度学术价值和创新性的研究框架。 | 100 | 69 | C | — | ↓ 468 | 11 May 2026 | |
| 1022 | A | Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1023 | A | Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured summaries. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1024 | A | Multi-cycle performance optimization with profiling and bottleneck analysis. Use when optimizing application performance. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1025 | A | ln-160-docs-skill-extractorProcedureInfrastructureData and analyticsLord1Egypt/RA-SkillsAgent Skills Extracts procedural content from project docs into slash commands. Use when docs contain deploy, test, or troubleshoot procedures. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1026 | A | Story-level quality gate with 4-level verdict (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Use when Story is ready for quality assessment. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1027 | A | Verifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness. | 100 | 89 | B | — | — | 10 Jul 2026 | |
| 1028 | A | Creates, replans, or appends 5-10 Stories per Epic with standards research and multi-epic routing. Use when Epic needs Story decomposition. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1029 | A | Search and cite from local BibTeX/BibLaTeX .bib libraries, including Zotero exports. Use to find, filter, preview, export, or generate LaTeX/Typst citation snippets by topic, author, year, venue, DOI, | 100 | 98 | A | evals | — | 10 Jul 2026 | |
| 1030 | A | Use when auditing project documentation through the evaluation platform with mandatory research, coordinated audit workers, and structured summaries. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1031 | A | Use when auditing the test surface through the evaluation platform with mandatory research, coordinated test audit workers, and structured summaries. | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1032 | A | Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification. | 100 | 91 | D | — | — | 10 Jul 2026 | |
| 1033 | A | Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, | 100 | 91 | C | — | — | 10 Jul 2026 | |
| 1034 | A | Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Se | 100 | 94 | B | evals | — | 10 Jul 2026 | |
| 1035 | A | Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, t | 100 | 91 | C | — | — | 10 Jul 2026 | |
| 1036 | A | Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication. | 100 | 91 | C | — | — | 10 Jul 2026 | |
| 1037 | A | Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology. | 100 | 91 | C | — | — | 10 Jul 2026 | |
| 1038 | A | Write peer-review-quality comprehensive reviews for medical imaging AI research (segmentation, detection, classification across CT, MRI, X-ray, ultrasound, pathology). Use this skill whenever the user | 100 | 90 | C | — | — | 10 Jul 2026 | |
| 1039 | A | Design, plan, and analyze A/B tests with statistical rigor. Use when the user asks about A/B testing, split testing, experiment design, statistical significance, sample size calculation, test duration | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1040 | A | Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer b | 100 | 91 | D | — | — | 10 Jul 2026 | |
| 1041 | A | crypto-protocol-diagramProcedureWriting and documentsSoftware developmentLord1Egypt/RA-SkillsAgent Skills 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 | 100 | 91 | C | — | — | 10 Jul 2026 | |
| 1042 | A | Structural feedback on a legal writing draft (memo, brief, paper, exam essay) — organization, analysis depth, clarity, citation form. NEVER rewrites the draft. Use when the user says "feedback on my m | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1043 | A | When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test th | 100 | 93 | C | evals | — | 10 Jul 2026 | |
| 1044 | A | Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science fami | 100 | 89 | C | evals | — | 10 Jul 2026 | |
| 1045 | A | Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions. Use when the user provides reviewer comments, editor decision letters, revision notes, response | 100 | 90 | B | — | — | 10 Jul 2026 | |
| 1046 | A | Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge by author-graded rubric, and read with L1/L2/L3 strat | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1047 | A | Analyze stocks using Mark Minervini's SEPA (Specific Entry Point Analysis) methodology. Use this skill whenever the user mentions SEPA, Minervini, superperformance, trend template, VCP (Volatility Con | 100 | 90 | B | — | — | 10 Jul 2026 | |
| 1048 | A | Produce a token-bounded context pack from the Obsidian wiki — a compact, structured slice of the most relevant pages for a topic or recent activity, designed for downstream consumption by another agen | 100 | 89 | B | — | — | 10 Jul 2026 | |
| 1049 | A | Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit" | 100 | 89 | C | — | — | 10 Jul 2026 | |
| 1050 | A | Generate professional presentation slides and high-quality illustrations using Gemini image generation API (Nano Banana 2), with interactive browser-based review and iterative editing. Full workflow: | 100 | 89 | B | — | — | 10 Jul 2026 |