Supplementary Search

by kennethkhoocy

Supplementary 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

View source on GitHub Download repo ZIP

applied-microeconomicsclaude-codeclaude-skillscodexcodex-skillsempirical-research

Install in seconds

Install Supplementary Search

Copy Supplementary 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/supplementary-search ~/.claude/skills/supplementary-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/supplementary-search/SKILL.md in kennethkhoocy/applied-micro-skills
Installs to: ~/.claude/skills/supplementary-search
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Supplementary Search does

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.

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

Documentation

README

Excerpt

Supplementary Search (Multi-Source)

Search additional academic sources for working papers, citation chains, and forthcoming articles that the primary search engines may miss.

Input: a research query string, optionally seed DOIs for citation chaining Output: <stem>.ris + <stem>.json (same schema as Undermind/Scholar Labs)

This is Stage 4 of a lit review pipeline. Output can be merged with Stages 1-2 (Undermind, Scholar Labs) for dedup and screening.

Quick Start

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

Frequently asked about Supplementary Search

What else does kennethkhoocy publish alongside Supplementary Search?
Supplementary 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 Supplementary 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 Supplementary Search compare to other Automation skills?
Supplementary Search ranks #1431 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 Supplementary Search against them. Open each page to compare what they document and how they install.