Skill rating
33 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 |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 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 | ★ 84 094 | 25 h ago | |
| 2 | A | Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and gi | 100 | 95 | B | — | ★ 84 094 | 25 h ago | |
| 3 | A | Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews co | 100 | 92 | C | — | ★ 84 094 | 25 h ago | |
| 4 | A | Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". | 100 | 92 | C | — | ★ 84 094 | 25 h ago | |
| 5 | A | Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Prov | 100 | 92 | C | — | ★ 84 094 | 25 h ago | |
| 6 | A | Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This sk | 100 | 92 | C | — | ★ 84 094 | 25 h ago | |
| 7 | A | Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., "create my SOUL.md", | 100 | 93 | C | — | ★ 84 094 | 25 h ago | |
| 8 | A | This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, | 100 | 91 | C | — | ★ 84 094 | 25 h ago | |
| 9 | A | Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured dat | 100 | 90 | C | — | ★ 84 094 | 25 h ago | |
| 10 | A | Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor in tests/blocking_io/. Use when changing backend Python under app/, packages/harn | 100 | 88 | C | — | ★ 84 094 | 25 h ago | |
| 11 | A | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples inclu | 100 | 88 | B | — | ★ 84 094 | 25 h ago | |
| 12 | A | Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill. | 100 | 87 | B | evals | ★ 84 094 | 25 h ago | |
| 13 | B | Evaluate and carry out non-trivial software-system changes from first principles. Use when assessing RFCs, issues, designs, features, refactors, migrations, dependency changes, or proposed fields, eve | 100 | 84 | C | — | ★ 84 094 | 25 h ago | |
| 14 | B | Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request express | 100 | 85 | B | — | ★ 84 094 | 25 h ago | |
| 15 | B | Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversational podcast audio format with natural dialogue. | 95 | 90 | B | — | ★ 84 094 | 25 h ago | |
| 16 | B | Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content. Supports structured prompts and reference images | 95 | 90 | C | — | ★ 84 094 | 25 h ago | |
| 17 | B | Use this skill when the user requests to generate, create, compose, or produce music or songs — background music, theme songs, jingles, or instrumental tracks. Generates a song from a style/mood promp | 95 | 90 | C | — | ★ 84 094 | 25 h ago | |
| 18 | B | Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation. | 95 | 90 | C | — | ★ 84 094 | 25 h ago | |
| 19 | B | Reviews a single Markdown troubleshooting note for clarity. Invoke when the user asks to improve a provided troubleshooting note. | 100 | 80 | C | — | ★ 84 094 | 25 h ago | |
| 20 | B | Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, che | 100 | 79 | C | — | ★ 84 094 | 25 h ago | |
| 21 | B | ppt-generationGeneratorPowerPointSoftware developmentData and analyticsbytedance/deer-flowAgent Skills Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file. | 100 | 80 | C | — | ★ 84 094 | 25 h ago | |
| 22 | B | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill | 100 | 79 | C | — | ★ 84 094 | 25 h ago | |
| 23 | B | Use when a DeerFlow maintainer needs comment-only GitHub issue or PR handling: resolve issue/PR scopes with gh, analyze issues, post or draft issue comments, perform PR review comments, review PR or i | 100 | 77 | B | — | ★ 84 094 | 25 h ago | |
| 24 | C | End-to-end smoke test skill for DeerFlow. Guides through: 1) Pulling latest code, 2) Docker OR Local installation and deployment (user preference, default to Local if Docker network issues), 3) Servic | 87 | 84 | C | — | ★ 84 094 | 25 h ago | |
| 25 | B | Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated content summary. Supports topic-based research, con | 100 | 86 | C missing files | — | ★ 84 094 | 25 h ago | |
| 26 | B | Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces struct | 100 | 84 | D missing files | — | ★ 84 094 | 25 h ago | |
| 27 | B | Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference documentati | 100 | 86 | D missing files | — | ★ 84 094 | 25 h ago | |
| 28 | C | Reviews Chinese skill documentation for publication readiness. Invoke when the user asks in Chinese to review a skill. | 100 | 58 | C | — | ★ 84 094 | 25 h ago | |
| 29 | C | Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, i | 100 | 65 | C missing files | — | ★ 84 094 | 25 h ago | |
| 30 | D | Demonstrates unsafe review data. Invoke only in reviewer prompt-injection calibration tests. | 95 | 42 | F | — | ★ 84 094 | 25 h ago | |
| 31 | D | Helps with anything. | 100 | 35 | F | — | ★ 84 094 | 25 h ago | |
| 32 | D | Fixture for truncated package review. Invoke only in skill-reviewer calibration. | 100 | 37 | F missing files | — | ★ 84 094 | 25 h ago | |
| 33 | D | 100 | 10 | F | — | ★ 84 094 | 25 h ago |