Skill rating
10 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 | Score the QUALITY of a research idea at the idea stage — given a Markdown file with Title / Motivation / Method sections (no experiments needed), produce a per-axis quality assessment with cited evide | 100 | 89 | B | evals | — | 5 d ago | |
| 2 | B | Check whether a proposed research novelty (given a problem statement and claimed idea/novelty) overlaps with existing published work. TRIGGER when the user asks to verify research novelty, check if an | 100 | 77 | C | — | — | 5 d ago | |
| 3 | B | Search papers across arXiv, DBLP, OpenAlex, OpenReview, Semantic Scholar, and Crossref for a given query and year range, using ./scripts/search_papers.py. Use when the user asks to find papers, relate | 100 | 82 | C missing files | — | — | 5 d ago | |
| 4 | B | Use when transforming an academic paper, arXiv/OpenReview PDF, conference paper, technical report, poster, slide deck, repository README, or related research materials into a bilingual editorial packa | 100 | 77 | C missing files | — | — | 5 d ago | |
| 5 | C | Generate ONE reviewer-defensible, implementable research idea with a concrete method and falsification plan from a stated research direction. Use when the user asks for a research idea, novelty analys | 98 | 75 | D missing files | — | — | 5 d ago | |
| 6 | C | Turn a research paper, a paper2assets package, or an existing PPT deck into a narrated MP4 video by fully delegating slide authoring to the installed ppt-master skill and fully delegating rendering, s | 95 | 75 | C missing files | — | — | 5 d ago | |
| 7 | C | Build an interactive HTML viewer that aligns paper2poster output with slide/video deck frames through a sidecar content_alignment.json, without modifying the original poster, PPTX, or blog deliverable | 100 | 58 | C missing files | — | — | 5 d ago | |
| 8 | C | Extract a research paper PDF into a structured set of poster-agnostic assets reusable by any downstream renderer (paper2poster, paper2blog, paper2audio, paper2video). Produces a `<outdir>/` containing | 95 | 60 | C missing files | — | — | 5 d ago | |
| 9 | C | Render a pre-extracted paper's structured 9-section spec (`paper_spec.md`) into a single-page HTML academic poster, fit the layout to the page via an iterative measured-fill loop, and export it to pri | 86 | 74 | C missing files | — | — | 5 d ago | |
| 10 | D | Convert a rendered HTML page (especially A0 conference posters) into a native PowerPoint .pptx with editable text + native shapes — NOT a PNG-in-slide. Walks the live DOM via headless chromium, extrac | 85 | 32 | D missing files | — | — | 5 d ago |