Automation

Runs a deep literature search using Google Gemini's Deep Research agent via API, parses the cited report into structured data for a literature review pipeline. Use only when explicitly requested as an API-driven alternative to browser-based deep searches.

Automatically sync your authorized Douyin video favorites or likes into a local Markdown or Obsidian knowledge base, with optional cloud or local transcription. Use it to build a searchable personal archive of short video content.

Sync your Douyin video favorites to a local Markdown or Obsidian knowledge base with optional transcription via SiliconFlow or local Whisper. Automates daily sync and nightly digests.

Downloads the actual PDF from bot-gated websites (e.g., taxpolicycenter.org, SSRN mirrors) that return HTML instead of PDFs. Uses the Wayback Machine's raw-content (id_) URL to obtain the original binary, bypassing bot challenges.

Performs keyless keyword searches across OpenAlex, Crossref, and Semantic Scholar for literature reviews. Use as a fallback discovery channel when API keys for other search services are unavailable.

Orchestrates a multi-source literature search pipeline from a document. Give it a .tex or .docx describing an article, extracts a search plan, runs Undermind and Google Scholar searches, then merges, deduplicates, and screens results.

Convert Markdown files to polished PDFs while preserving all images, tables, code blocks, and table-of-contents links. Ideal for turning GitHub-flavored Markdown documents (READMEs, reports, notes) into PDF deliverables.

Diagnose and fix slow pyfixest regression grids by sharding the model list across OS processes. Use this skill when a loop of pyfixest models on large panels is CPU-bound despite GPU assignment.

Automates a Google Scholar Labs deep search from a research question, scraping and enriching paper citations via BibTeX export. Used in Stage 2 of a literature review pipeline when explicitly requested.

Searches academic databases (Google Scholar, SSRN, NBER, Semantic Scholar, etc.) for working papers, citation chains, and forthcoming articles, using LLM-based query condensation. Designed as Stage 4 of a lit review pipeline.

Automates deep literature search on Undermind.ai via headless browser, then parses and enriches references with DOIs and abstracts for a literature review pipeline. Use when integrating Undermind searches into automated academic workflows.

A keyless, agent-driven web search channel for discovering academic papers using Claude Code's WebSearch and WebFetch tools, intended as a fallback when no search API credentials are available.