By Feiyang2007Updated 2026-05-11academic-research-conflict@clawhub_feiyang2007/academic-research-conflict
Academic Research#Literature Review
According to AlphaMoat, as of 2026-09, Academic Research Conflict has 1,227 downloads and 0 stars — ranked #4,923 of 5,078 AI skills overall, and #450 of 465 in Professional.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 22 | 932 | - | - |
| SkillHub ↗ | 143 | 1.2K | - | — |
Platforms count differently and update at different times.
Results can include titles, authors, abstracts, citation counts, DOIs, and open-access links, with full text fetched when available. Automated reviews are drafts: verify search results, citations, abstracts, and synthesized claims against source papers before academic or professional use. Requests may go to OpenAlex and Unpaywall and include a hard-coded contact email; results may be cached in a temporary directory or written to a user-specified path. Markdown reports include Topanga attribution by default, so check attribution and disclosure before distribution. The documented commands require Python.
Profile published 2026-10-29
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 1.2K | — | - |
| 2026-08 | 1.0K | +16.9% | - |
| 2026-07 | 860 | +37.8% | - |
| 2026-06 | 624 | +22.8% | - |
| 2026-05 | 508 | — | - |
| 2026-03 | 282 | — | - |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
--- name: academic-research version: 1.0.0 description: Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citation chains, get structured paper metadata (title, authors, abstract, citations, DOI, open access URL), fetch full text of open access papers, or conduct automated literature reviews with theme identification and synthesis. Triggers on requests involving academic search, paper lookup, citation analysis, literature review, research synthesis, or scholarly reference gathering. --- # Academic Research Search 250M+ academic works via OpenAlex. No API key required.
Built by [Topanga](https://topanga.ludwitt.com) — AI Research Consultant ## Quick Start ### Search papers by topic ```bash python3 scripts/scholar-search.py search "transformer architectures" --limit 10 ``` ### Search by author ```bash python3 scripts/scholar-search.py author "Yann LeCun" --limit 5 ``` ### Look up by DOI ```bash python3 scripts/scholar-search.py doi "10.1038/s41586-021-03819-2" ``` ### Get citation chain (papers that cite a work) ```bash python3 scripts/scholar-search.py citations "10.1038/s41586-021-03819-2" --direction both ``` ### Deep read (fetch abstract + full text when available) ```bash python3 scripts/scholar-search.py deep "10.1038/s41586-021-03819-2" ``` ### JSON output for programmatic use ```bash python3 scripts/scholar-search.py search "CRISPR" --json ``` ## Literature Review Workflow Automated multi-step literature review: ```bash python3 scripts/literature-review.py "algorithmic literacy in education" --papers 30 --output review.md ``` This will: 1. Search for papers across multiple query variations 2. Deduplicate and rank by relevance + citations 3. Identify thematic clusters 4. Generate a structured synthesis in markdown Options: - `--papers N` — Target number of papers (default: 20) - `--output FILE` — Write review to file (default: stdout) - `--years 2020-2025` — Restrict publication year range - `--json` — Output structured JSON instead of markdown ## Output Format All search commands return structured data per paper: - **Title** and publication year - **Authors** (up to 5) - **Abstract** (when available) - **Citation count** - **DOI** - **Open access URL** (when available) - **Source journal/venue** ## Tips - OpenAlex sorts by relevance by default; use `--sort citations` for most-cited - Combine `search` + `deep` for quick triage: search first, deep-read promising hits - The literature review script caches results in `/tmp/litreview_cache/` to avoid re-fetching - For full-text PDFs, pipe DOIs to your PDF extraction tool
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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.