Skill rating
2 060 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 |
|---|---|---|---|---|---|---|---|---|---|
| 101 | A | Search and discover academic scholars using OpenJobs AI. Find researchers by name, affiliation, research areas, citations, h-index, publications, and more with structured filters. | 100 | 87 | B | — | ↓ 872 ★ 4 | 11 May 2026 | |
| 102 | A | Use market access value for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 720 | 11 May 2026 | |
| 103 | A | Create academic literature review presentation slides (PPTX) from research papers or articles. Use when the user wants to summarize academic literature into a presentation, create a literature report | 100 | 84 | C | — | ↓ 811 ★ 10 | 22 May 2026 | |
| 104 | A | Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommend | 100 | 86 | C | — | ↓ 2 418 ★ 2 | 17 May 2026 | |
| 105 | A | Write H2 chapter lead blocks (`sections/S<sec_id>_lead.md`) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
**Trigger**: chapter lead writer, secti | 100 | 94 | B | — | ↓ 707 | 11 May 2026 | |
| 106 | A | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | 100 | 81 | C | — | ★ 286 170 | 3 d ago | |
| 107 | A | data-engineering-data-driven-featureGeneratorData and analyticsResearchsickn33/agentic-awesome-skillsAgent Skills Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation. | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 108 | A | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 109 | A | Compare claims from one or more AI answers, verify their citations against public primary sources, and produce an evidence-linked fact-check report without installing a bundled browser runtime. | 100 | 80 | B | — | ★ 46 368 | 17 h ago | |
| 110 | A | Use when CrossFrame Suite routes explicit Chinese notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping. | 100 | 80 | C | — | ★ 46 368 | 17 h ago | |
| 111 | A | Expert web researcher using advanced search techniques and | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 112 | A | Verify citations and references in a document, report, or article against real sources. Use when the user asks to fact-check, verify references, check citations, or validate evidence in research repor | 100 | 79 | B | — | ★ 46 368 | 17 h ago | |
| 113 | A | You are a senior documentation engineer that generates comprehensive technical documentation pages with evidence-based depth. | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 114 | A | deep-researchProcedureData and analyticsSoftware developmentsickn33/agentic-awesome-skillsAgent Skills Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 115 | A | Use for evidence-first reading of articles, books, PDFs, web pages, or document sets, with knowledge maps and Feynman checks. | 100 | 79 | B | — | ★ 46 368 | 17 h ago | |
| 116 | A | Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. Bundles a self-contained Python CLI. | 100 | 79 | B | — | ★ 46 368 | 17 h ago | |
| 117 | A | Research LinkedIn professional profiles and public business-contact data, including email/phone lookup, people search, and YouTube channel business-email discovery. | 100 | 80 | C | — | ★ 46 368 | 17 h ago | |
| 118 | A | Connect to Helium's MCP server for news research, media bias analysis, balanced perspectives, stock/options data, and semantic meme search across 3.2M+ articles and 5,000+ sources | 100 | 81 | B | — | ★ 46 368 | 17 h ago | |
| 119 | A | Run autonomous multi-step research with Google's Gemini Deep Research Agent: kick off a query, poll progress, and collect a cited report for market analysis or literature reviews. | 99 | 82 | B | — | ★ 46 368 | 17 h ago | |
| 120 | A | Semantic + keyword search and connection-discovery across the user's own Apple Notes via the apple-notes MCP server. Use when the user wants to find, recall, or synthesize something from their notes, | 100 | 80 | C | — | ★ 46 368 | 17 h ago | |
| 121 | A | This skill should be used when the user wants to compile and organize scientific research project outcomes. It guides WorkBuddy through a structured five-phase workflow: (1) intake and topic analysis, | 100 | 93 | C | — | ↓ 666 ★ 1 | 11 May 2026 | |
| 122 | A | Generate PowerPoint presentations and academic posters from paper abstracts or full paper content, with automatic layout optimization and citation formatting. | 100 | 94 | A | — | ↓ 720 | 11 May 2026 | |
| 123 | A | Multi-engine web search aggregation via local Python script. Use when: (1) searching the web for information, articles, documentation, (2) searching code repos on GitHub/GitLab, (3) finding academic p | 100 | 94 | C | — | ↓ 704 | 11 May 2026 | |
| 124 | A | Automate visual testing and UI interaction verification. 4-phase methodology: smoke test (console errors, network status, Web Vitals), interaction test (forms, auth, user journeys), visual regression | 100 | 91 | C | — | ↓ 1 137 ★ 1 | 11 May 2026 | |
| 125 | A | Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 686 | 11 May 2026 | |
| 126 | A | Activate when: user says 'what if,' 'let's reason through this,' 'imagine that,' or 'thought experiment'; a strategic decision is too risky or irreversible to test empirically; someone wants to refute | 100 | 95 | C | — | ↓ 710 ★ 2 | 16 Jul 2026 | |
| 127 | A | Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | B | — | ↓ 690 | 11 May 2026 | |
| 128 | A | Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actio | 99 | 88 | B | — | ↓ 3 369 | 17 May 2026 | |
| 129 | A | Use when the user wants to download a paper PDF from a DOI (or title, resolved to a DOI first). Tries Unpaywall, arXiv, bioRxiv/medRxiv, PubMed Central, Semantic Scholar, and Sci-Hub mirrors as a last | 100 | 89 | B | — | ↓ 1 096 ★ 1 | 18 May 2026 | |
| 130 | A | High-level business strategy frameworks based on McKinsey, BCG, Bain, and Deloitte methodologies. Use this skill for Executive Summaries, GTM strategies, Risk Assessments, Financial Modeling, and SWOT | 100 | 84 | C | — | ↓ 3 061 ★ 1 | 11 May 2026 | |
| 131 | A | Search academic papers and conduct literature reviews using the OpenAlex API, personalized for dynamic functional brain networks, rs-fMRI/fMRI neuroimaging, graph neural networks, spatiotemporal atten | 100 | 90 | B | — | ↓ 733 ★ 2 | 11 May 2026 | |
| 132 | A | Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 627 | 11 May 2026 | |
| 133 | A | user-interview-synthesisAnalyzerResearchSoftware developmentmohitagw15856/pm-claude-skillsAgent Skills Synthesises user interview transcripts into structured research findings. Use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw inter | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 134 | A | physio-initial-assessmentAnalyzerResearchWriting and documentsmohitagw15856/pm-claude-skillsAgent Skills Structure a physiotherapy initial assessment so the subjective drives the objective and the plan follows from both — the history that localises the problem, the red and yellow flags screened deliberat | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 135 | A | Check AI output before you trust or use it — where it's likely wrong, what to verify, and how to catch confident-sounding errors. Use when asked can I trust this AI answer, how do I verify what AI tol | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 136 | A | Respond to an HOA or condo-association violation notice or fine — decide whether to comply, cure, or dispute, and do it on the record. Use when asked to respond to an HOA violation, my HOA fined me, i | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 137 | A | physio-progress-noteGeneratorResearchWriting and documentsmohitagw15856/pm-claude-skillsAgent Skills Write a physiotherapy progress note that shows clinical reasoning rather than attendance — what changed against the reassessment markers, what that means for the hypothesis, and what the plan does nex | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 138 | A | Learn to recognize where and how AI tends to go wrong — the specific failure patterns — so you catch its mistakes on sight instead of getting burned by confident errors. Use when asked how do I know w | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 139 | A | Structure and write a literature review for any research topic. Use when asked to write a literature review, systematic review summary, narrative review, or research background section. Produces a str | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 140 | A | Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complet | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 141 | A | discovery-call-prepGeneratorSales and CRMWriting and documentsmohitagw15856/pm-claude-skillsAgent Skills Prepare a structured discovery call plan for any prospect. Use when asked to prepare for a sales call, discovery call, prospect meeting, or first call with a potential customer. Produces a call brief | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 142 | A | Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 143 | A | Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usa | 100 | 87 | A | — | ★ 1 361 | 25 h ago | |
| 144 | A | Write a structured grant proposal or funding application for any grant type. Use when asked to write a grant proposal, funding application, research grant, charitable grant, or innovation fund applica | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 145 | A | Figure out the real social dynamics of a situation — the unspoken mood, who holds influence, what's actually going on beneath the surface — so you respond to what's real, not just what's said. Use whe | 100 | 87 | B | — | ★ 1 361 | 25 h ago | |
| 146 | A | Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 606 | 11 May 2026 | |
| 147 | A | Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. | 100 | 94 | A | — | ↓ 598 | 11 May 2026 | |
| 148 | A | Verify, normalize, and enrich a single citation or paper identifier. Use when the user pastes a DOI, URL, arXiv ID, PubMed ID, citation string, or paper title and wants it checked. | 100 | 87 | B | — | ↓ 1 645 ★ 1 | 11 May 2026 | |
| 149 | A | This skill should be used when the user requests comprehensive research, deep investigation, or detailed academic-style reports on any topic. Trigger phrases include "deep research", "comprehensive in | 100 | 93 | C | — | ↓ 1 011 | 11 May 2026 | |
| 150 | A | Use when a task needs Alibaba Cloud Model Studio Qwen Deep Research models to plan multi-step investigation, run iterative web research, and produce structured reports with citations or evidence summa | 100 | 94 | B | — | ↓ 592 | 11 May 2026 |