Agent skill · Code Review & Quality

freesearch-search

Run the lit-review orchestrator free index search channel against keyless OpenAlex, Crossref, and Semantic Scholar keyword-search endpoints. Use when the user invokes the free search channel, asks for keyless scholarly index search, or needs Stage 4e fallback discovery without SearchAPI, Gemini, or Undermind credentials.

kennethkhoocygithub.com/kennethkhoocyGitHub ↗
claude-codecodexships scriptsMIT
Install
npx skills add kennethkhoocy/applied-micro-skills --skill freesearch-search --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 2 KB
Bundled scripts: yes
Path: plugins/applied-micro/skills/lit-review-orchestrator/freesearch-search/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 54
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Free Index Search channel (Stage 4e) — keyless OpenAlex / Crossref / Semantic Scholar A zero-key discovery channel: it runs the Stage-0 query list against the **free, keyless keyword-search endpoints** of OpenAlex, Crossref, and Semantic Scholar and normalizes the real records into the pipeline schema. Together with the agent web-search channel (Stage 4d) it is the "only Claude Code" search fall

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About this skill
What does the freesearch-search skill do?

Run the lit-review orchestrator free index search channel against keyless OpenAlex, Crossref, and Semantic Scholar keyword-search endpoints. Use when the user invokes the free search channel, asks for keyless scholarly index search, or needs Stage 4e fallback discovery without SearchAPI, Gemini, or Undermind credentials.

How do I install it?

Run `npx skills add kennethkhoocy/applied-micro-skills --skill freesearch-search --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From kennethkhoocy/applied-micro-skills, a repository with 54 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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