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Agent skill · Audited from source

Ddgs Search

skill · InternLM/WildClawBenchMIT licenceAudited 15 Oct 2026 · source a79d9cd3663a

★ 533pushed 27 days ago
✓SAFEGrade B · 89/100 · 15 Oct 2026 · a79d9cd
533repo stars · whole InternLM/WildClawBench

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit a79d9cd3663a and observed network access and no hard-coded secrets. What it does: Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery, or when other…

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Cite this page

ModelsAtlas. “Ddgs Search (InternLM/WildClawBench)”. Retrieved 15 Oct 2026. https://modelsatlas.com/skills/internlm/ddgs-search

Trust audit

Audit 0.4.1 · source read 15 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkDeclared3 observations
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha a79d9cd3663a · 15 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherInternLM GitHub organizationOwner of the repository this skill is read from
  • Source folderInternLM/WildClawBench/skills/4/ddgs-searchThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdicta79d9cd3663aA new audit runs when the source changes
  • Repository statusNot archivedLast push 27 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery, or when other…

---
name: ddgs-search
description: Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery, or when other skills need a search backend. Drop-in replacement for web-search-plus.
metadata: {"openclaw":{"requires":{"bins":["python3"]}}}
---

# ddgs-search

## Why This Skill?

🆓 **Completely free** — no API keys, no subscriptions, no rate limits, no billing surprises.

🔍 **8 search engines in one** — Google, Bing, DuckDuckGo, Brave, Yandex, Yahoo, Wikipedia, and Mojeek. Switch engines with a single flag. Most search skills only support one.

🎓 **Built-in arXiv research search** — search academic papers directly via arXiv's free API. Returns authors, categories, abstracts, and publication dates. Perfect for researchers, students, and AI/ML practitioners.

🔌 **Drop-in replacement** — outputs web-search-plus compatible JSON, so it works with any skill or tool that expects that format. Zero config migration.

⚡ **Lightweight** — single pip package, no browser automation, no headless Chrome. Searches complete in 1-3 seconds.

## Install

```bash
python3 scripts/install.py
```

Works on **macOS, Linux, and Windows**. Installs the `ddgs` package, verifies CLI access, and runs a quick search test.

### Manual install
```bash
pip install ddgs
```

## Web Search

### CLI wrapper (recommended)

The `ddgs-search` wrapper outputs clean JSON to stdout with no interactive prompts or abort issues:

```bash
# Google (default)
ddgs-search "your query" 5 google

# Other engines
ddgs-search "your query" 3 duckduckgo
ddgs-search "your query" 5 brave
ddgs-search "your query" 10 yandex
```

### Python script (web-search-plus compatible JSON)

```bash
# Google (default)
python3 scripts/search.py -q "your query" -m 5

# Other engines
python3 scripts/search.py -q "your query" -b duckduckgo
python3 scripts/search.py -q "your query" -b brave
python3 scripts/search.py -q "your query" -b yandex
python3 scripts/search.py -q "your query" -b yahoo
python3 scripts/search.py -q "your query" -b wikipedia
```

Output (web-search-plus compatible JSON):
```json
{
  "provider": "ddgs",
  "results": [
    {"title": "...", "url": "...", "snippet": "...", "published_date": "..."}
  ]
}
```

## arXiv Search

```bash
# Search by topic
python3 scripts/arxiv_search.py -q "3D gaussian splatting" -m 10

# Field-specific search (title, abstract, category)
python3 scripts/arxiv_search.py -q "ti:transformer AND cat:cs.CV" -m 5

# Sort by relevance instead of date
python3 scripts/arxiv_search.py -q "reinforcement learning" --sort-by relevance
```

Returns authors, categories, abstracts — same JSON format.

## Direct CLI

> ⚠️ The raw `ddgs text` CLI has a pagination bug (`input()` call → `Aborted!` + exit code 1 in non-TTY contexts). Use `ddgs-search` wrapper or `-o file.json` instead.

```bash
ddgs text -q "query" -m 5 -b google -o /tmp/results.json
```

## Integration

Set `WEB_SEARCH_PLUS_PATH` to use as a search backend for other skills:
```bash
export WEB_SEARCH_PLUS_PATH="path/to/ddgs-search/scripts/search.py"
```

Excerpt, first 3,167 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit a79d9cd

Download folder ↗
pip install ddgs

Commands as the repository documents them: shown, never run by us. Our verdict covers commit a79d9cd3663a only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
OpenClawMentioned in its text, not testedSkills for OpenClaw · About OpenClaw
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source a79d9cd3663a

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/internlm/ddgs-search/badge.svg)](https://modelsatlas.com/skills/internlm/ddgs-search/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

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Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/internlm/ddgs-search/badge.svg)](https://modelsatlas.com/skills/internlm/ddgs-search/)

Questions about Ddgs Search

What does the Ddgs Search skill do?
An in-the-wild benchmark for AI agents in the production harness.
Is Ddgs Search safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Ddgs Search access on my machine?
The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.
Which assistants does Ddgs Search work with?
Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (a79d9cd3663a), read on 2026-10-15. The repository is watched, and a new audit runs when it changes — this is the first audit.

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