Agent skill · Code Review & Quality

websearch-search

Run the lit-review orchestrator keyless agent-driven web search channel that uses WebSearch and WebFetch outputs normalized through websearch_ingest.py. Use when the user invokes the web search channel, asks for Stage 4d open-web literature discovery, or needs a Claude Code web-search fallback without SearchAPI, Gemini, or Undermind credentials.

kennethkhoocygithub.com/kennethkhoocyGitHub ↗
claude-codecodexships scriptsMIT
Install
npx skills add kennethkhoocy/applied-micro-skills --skill websearch-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: 5 KB
Bundled scripts: yes
Path: plugins/applied-micro/skills/lit-review-orchestrator/websearch-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

# Web Search channel (Stage 4d) — keyless, agent-driven A zero-dependency discovery channel for users who have **only Claude Code** and no search accounts (no SearchAPI / Gemini / Undermind). It uses the agent's own **WebSearch / WebFetch** tools to find real literature on the open web, then funnels the hits through the same dedup -> verify -> screen pipeline as every other channel. There is **no

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

Run the lit-review orchestrator keyless agent-driven web search channel that uses WebSearch and WebFetch outputs normalized through websearch_ingest.py. Use when the user invokes the web search channel, asks for Stage 4d open-web literature discovery, or needs a Claude Code web-search fallback without SearchAPI, Gemini, or Undermind credentials.

How do I install it?

Run `npx skills add kennethkhoocy/applied-micro-skills --skill websearch-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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