/openclaw-free-web-search

OpenClaw skill for source-backed web search, page reading, and evidence-aware claim checking. Use it to verify factual answers with live search results and explicit source handling.

BOOST

internlm@internlm

GitHub

From plugin

wildclawbench

53127 skills

Install

$ npx -y skills add internlm/wildclawbench --skill openclaw-free-web-search --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/openclaw-free-web-search

Context preview

The summary Claude sees to decide when to auto-load this skill.

OpenClaw skill for source-backed web search, page reading, and evidence-aware claim checking. Use it to verify factual answers with live search results and explicit source handling.

SKILL.md

openclaw-free-web-search.SKILL.md

name: cross-validated-search
version: "16.0.0"
description: >
  OpenClaw skill for source-backed web search, page reading, and evidence-aware claim checking.
  Use it to verify factual answers with live search results and explicit source handling.
homepage: https://github.com/wd041216-bit/cross-validated-search

Cross-Validated Search for OpenClaw

This skill gives OpenClaw a practical verification workflow:

`search-web` for live search results
`browse-page` for reading the full content of a source
`verify-claim` for support/conflict classification
`evidence-report` for a citation-ready summary with next steps

Install

pip install cross-validated-search

Minimum verification

search-web "OpenAI API pricing" --type news --timelimit w
verify-claim "Python 3.13 is the latest stable release" --deep --max-pages 2 --json
evidence-report "Python 3.13 stable release" --claim "Python 3.13 is the latest stable release" --deep --json

Recommended flow

1. Run `search-web` for factual or recent questions. 2. Use `browse-page` on the most relevant source when snippets are not enough. 3. Use `verify-claim` when a concrete claim needs a support/conflict summary. 4. Use `evidence-report` when you want a compact evidence package with citations and next steps. 5. Use `--deep` when the claim matters enough to justify page-aware verification. 6. Cite the returned URLs in the final answer.

What success looks like

the verdict is explicit
the result includes support and conflict scores
`page_aware` is true when deep verification ran
the recommended free path is `ddgs + self-hosted searxng`
source URLs are ready to cite

Limits

`verify-claim` is heuristic and evidence-aware, not a proof engine.
The default provider path is `ddgs`.
The recommended free upgrade path is self-hosted `searxng` via `CROSS_VALIDATED_SEARCH_SEARXNG_URL`.
Conflicting sources are surfaced, not automatically reconciled.