Undermind Search

by kennethkhoocy

Undermind Search is an Automation skill for Claude Code, published by kennethkhoocy in applied-micro-skills.

48 stars0 forkson kennethkhoocy/applied-micro-skillsAdded 2026/08/11Repository updated 2026/07/22

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applied-microeconomicsclaude-codeclaude-skillscodexcodex-skillsempirical-research

Install in seconds

Install Undermind Search

Copy Undermind Search into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/kennethkhoocy/applied-micro-skills/tree/main/plugins/applied-micro/skills/lit-review-orchestrator/undermind-search ~/.claude/skills/undermind-search

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/kennethkhoocy/applied-micro-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: plugins/applied-micro/skills/lit-review-orchestrator/undermind-search/SKILL.md in kennethkhoocy/applied-micro-skills
Installs to: ~/.claude/skills/undermind-search
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Undermind Search does

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.

Undermind Search is cataloged under Automation on DirSkills. Undermind Search comes from a repository tagged applied-microeconomics, claude-code, claude-skills, codex and codex-skills.

Documentation

README

Excerpt

Undermind Search (Stage 1)

Takes the Undermind brief that Stage 0 extracts and returns the papers Undermind finds, enriched and saved as <stem>.json + <stem>.bib for dedup and screening.

The stage is two halves:

scripts/undermind_search.py — a Playwright driver that signs in, drives the Classic search UI, and exports the references (BibTeX by default).
scripts/undermind_ingest.py — UI-independent parsing + enrichment. It reads the exported .bib/.ris, fills missing DOIs (Crossref) and abstracts/journals (OpenAlex), and writes the pipeline JSON. Importable, and runnable standalone on any reference file.

Quick start

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Undermind Search

What else does kennethkhoocy publish alongside Undermind Search?
Undermind Search is one of 25 skills that DirSkills catalogs from kennethkhoocy/applied-micro-skills, the repository it ships in. Its siblings there include Adversarial Empirical Review, Annotator Input Parity Check and AsyncOpenAI Concurrency Fix. Each one is a separate skill with its own page in this directory, installs the same way Undermind Search does, and is maintained by kennethkhoocy in that same repository. The rest of the collection is listed on the kennethkhoocy/applied-micro-skills page.
How does Undermind Search compare to other Automation skills?
Undermind Search ranks #1432 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Undermind Search against them. Open each page to compare what they document and how they install.