cross-validated-search — agent-tools cross-validated-search, community, agent-tools, ide skills, ai-agents, claim-verification, evidence-verification, fact-checking, model-context-protocol, python

v16.0.0

About this Skill

Evidence-backed search, claim verification, and report generation for AI agents.

# Core Topics

wd041216-bit wd041216-bit
[5]
[4]
Updated: 3/31/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 1/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Locale and body language aligned
Review Score
1/11
Quality Score
33
Canonical Locale
en
Detected Body Locale
en

Evidence-backed search, claim verification, and report generation for AI agents.

Core Value

Evidence-backed search, claim verification, and report generation for AI agents.

Ideal Agent Persona

Suitable for operator workflows that need explicit guardrails before installation and execution.

Capabilities Granted for cross-validated-search

! Prerequisites & Limits

Why this page is reference-only

  • - The page lacks a strong recommendation layer.
  • - The page lacks concrete use-case guidance.
  • - The page lacks explicit limitations or caution signals.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is cross-validated-search?

Evidence-backed search, claim verification, and report generation for AI agents.

How do I install cross-validated-search?

Run the command: npx killer-skills add wd041216-bit/cross-validated-search. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

Which IDEs are compatible with cross-validated-search?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add wd041216-bit/cross-validated-search. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use cross-validated-search immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

cross-validated-search

Install cross-validated-search, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Cross-Validated Search for Codex

Use this skill when a response depends on current facts, recent releases, or source-backed verification.

Install

bash
1pip install cross-validated-search

Commands

bash
1search-web "latest Python release" --type news --timelimit w 2verify-claim "Python 3.13 is the latest stable release" --json 3browse-page "https://docs.python.org/3/whatsnew/"

Guidance

  • Search before answering factual or time-sensitive questions.
  • Browse the page when snippets are too thin.
  • Treat verify-claim as an evidence summary, not a proof certificate.
  • Surface conflicts when they appear.

License

MIT License.

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