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Agent skill · Audited from source

jina-reader

skill · sundial-org/awesome-openclaw-skillsLicence not declaredAudited 28 Oct 2026 · source 3acc7a260379

★ 670pushed 234 days ago
✓SAFEGrade B · 89/100 · 28 Oct 2026 · 3acc7a2
670repo stars · whole sundial-org/awesome-openclaw-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 3acc7a260379 and observed network access and no hard-coded secrets. What it does: Web content extraction via Jina AI Reader API. Three modes: read (URL to markdown), search (web search + full content), ground (fact-checking). Extracts clean content without exposing server IP.

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Cite this page

ModelsAtlas. “jina-reader (sundial-org/awesome-openclaw-skills)”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/sundial-org/jina-reader

Trust audit

Audit 0.4.1 · source read 28 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 3acc7a260379 · 28 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishersundial-org GitHub organizationOwner of the repository this skill is read from
  • Source foldersundial-org/awesome-openclaw-skills/skills/jina-readerThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict3acc7a260379A new audit runs when the source changes
  • Repository statusNot archivedLast push 234 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Web content extraction via Jina AI Reader API. Three modes: read (URL to markdown), search (web search + full content), ground (fact-checking). Extracts clean content without exposing server IP.

---
name: jina-reader
description: "Web content extraction via Jina AI Reader API. Three modes: read (URL to markdown), search (web search + full content), ground (fact-checking). Extracts clean content without exposing server IP."
homepage: https://jina.ai/reader
metadata: {"clawdbot":{"emoji":"📖","requires":{"bins":["curl","jq"]},"primaryEnv":"JINA_API_KEY"}}
---

# Jina Reader

Extract clean web content via Jina AI — without exposing your server IP.

## Read a URL

```bash
{baseDir}/scripts/reader.sh "https://example.com/article"
```

## Search the web (top 5 results with full content)

```bash
{baseDir}/scripts/reader.sh --mode search "latest AI news 2025"
```

## Fact-check a statement

```bash
{baseDir}/scripts/reader.sh --mode ground "OpenAI was founded in 2015"
```

## Options

| Flag | Description | Default |
|------|-------------|---------|
| `--mode` | `read`, `search`, `ground` | `read` |
| `--selector` | CSS selector to extract specific region | — |
| `--wait` | CSS selector to wait for before extraction | — |
| `--remove` | CSS selectors to remove (comma-separated) | — |
| `--proxy` | Country code for geo-proxy (`br`, `us`, etc.) | — |
| `--nocache` | Force fresh content (skip cache) | off |
| `--format` | `markdown`, `html`, `text`, `screenshot` | `markdown` |
| `--json` | Raw JSON output | off |

## Examples

```bash
# Extract article content
{baseDir}/scripts/reader.sh "https://blog.example.com/post"

# Extract specific section via CSS selector
{baseDir}/scripts/reader.sh --selector "article.main" "https://example.com"

# Remove nav and ads before extraction
{baseDir}/scripts/reader.sh --remove "nav,footer,.ads" "https://example.com"

# Search with JSON output
{baseDir}/scripts/reader.sh --mode search --json "AI enterprise trends"

# Read via Brazil proxy
{baseDir}/scripts/reader.sh --proxy br "https://example.com.br"

# Fact-check a claim
{baseDir}/scripts/reader.sh --mode ground "Tesla is the most valuable car company"
```

## API Key

```bash
export JINA_API_KEY="jina_..."
```

Free tier: 10M tokens (no signup needed). Get key at https://jina.ai/reader/

## Pricing

- **Read:** ~$0.005/page (standard) | 3x for ReaderLM-v2
- **Search:** 10K tokens fixed + variable per result
- **Ground:** ~300K tokens/request (~30s latency)

## Why Jina Reader?

- **IP protection** — requests route through Jina's infra, not your server
- **Clean markdown** — readability extraction + optional ReaderLM-v2
- **Dynamic content** — headless Chrome renders JavaScript
- **Structured extraction** — JSON schema support for data extraction

Excerpt, first 2,578 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 3acc7a2

Download folder ↗
git clone https://github.com/sundial-org/awesome-openclaw-skills
git -C awesome-openclaw-skills checkout 3acc7a260379

The author documents no install command, so this uses the repository directly. Our verdict covers commit 3acc7a260379 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 3acc7a260379

Similar skills

Questions about jina-reader

What does the jina-reader skill do?
Top OpenClaw skills, with the most popular and useful ones.
Is jina-reader 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 jina-reader 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.
How current is this page?
The grade is for one exact copy of the source (3acc7a260379), read on 2026-10-28. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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