Argo Search and Verification
taxueseek/argo
Unified web search, page fetching and evidence checking across hundreds of sources, with result verification, a research-dossier mode and vertical search engines.
Web content extraction via Jina AI Reader API. An agent skill from sundial-org/awesome-openclaw-skills.
Install Jina Reader
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jina-reader --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/jina-reader .claude/skills/jina-reader && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .claude/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-readerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jina-reader --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/jina-reader .agents/skills/jina-reader && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .agents/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jina-reader --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/jina-reader .cursor/skills/jina-reader && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .cursor/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sundial-org/awesome-openclaw-skills.git --path skills/jina-reader--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jina-reader --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/jina-reader .gemini/skills/jina-reader && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .gemini/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sundial-org/awesome-openclaw-skills jina-readerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/jina-reader .github/skills/jina-reader && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .github/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jina-reader --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/jina-reader .opencode/skills/jina-reader && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jina-reader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jina-reader into .opencode/skills/jina-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jina-reader", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jina-reader- GitHub stars
- 663
- Token cost
- ~645 tokens
- SKILL.md length
- 151 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Web content extraction via Jina AI Reader API. An agent skill from sundial-org/awesome-openclaw-skills.
- Tasks that involve Fact-checking and source verification
- SKILL.md covers Read a URL, Search the web (top 5 results…, Fact-check a statement and Options, plus 4 more sections
- Runs Shell scripts from its folder; needs JINA_API_KEY
- Tasks that involve Web search
What it does
Jina Reader is an agent skill from sundial-org/awesome-openclaw-skills. 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.
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/reader.sh`).
It sits in Research & Science, covering Fact-checking and source verification, Web search and Web clipping and read-later. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Tasks that involve Fact-checking and source verification
- Tasks that involve Web search
- Tasks that involve Web clipping and read-later
Example prompts
- “/jina-reader”
Requirements
- A Bash shell
- A credential in JINA_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
jina.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
JINA_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jina Reader loads about 645 tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 151 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 151 words (~645 tokens).
“Extract clean web content via Jina AI — without exposing your server IP.”
- name
- jina-reader
- homepage
- https://jina.ai/reader
Files
SKILL.md and 1 other file (scripts) in skills/jina-reader of sundial-org/awesome-openclaw-skills.
- SKILL.md
- scripts/reader.sh
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Jina Reader next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jina Reader this skillsundial-org/awesome-openclaw-skills | 663 | — | ~645 | Automated safety check: Pass | None | |
| Argo Search and Verificationtaxueseek/argo | 186 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Bullshit DetectorSerhiiKorniienko/bullshit-detector | 154 | — | ~10k | Automated safety check: Pass | MIT | |
| Tavily Web Searchallenpeng0705/EnvoyMesh | 3.1k | 3 repos | ~2.5k | Automated safety check: Notes | None | |
| Perplexity Web Searchdavila7/claude-code-templates | 32k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Net Deep Researchh4444433333/net-deep-research | 123 | — | ~3.3k | Automated safety check: Pass | MIT |
Similar skills
Bullshit Detector
SerhiiKorniienko/bullshit-detector
Fact-check and hype-audit content. An agent skill from SerhiiKorniienko/bullshit-detector.
Tavily Web Search
allenpeng0705/EnvoyMesh
Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.
Perplexity Web Search
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
Net Deep Research
h4444433333/net-deep-research
Runs cross-source web research to verify whether an online claim is true, distinguishing confirmed facts from rumor, marketing claims or stale information.
Ray Trend Search
imraywang/rayskills
Researches what people are saying about a topic over a recent window across X, Reddit, YouTube and the public web, reporting each source's status with links.
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Related
Questions about Jina Reader
What does Jina Reader do?
Web content extraction via Jina AI Reader API. An agent skill from sundial-org/awesome-openclaw-skills. Jina Reader is an agent skill from sundial-org/awesome-openclaw-skills. Web content extraction via Jina AI Reader API.
When should I use Jina Reader?
Jina Reader fits situations like: tasks that involve Fact-checking and source verification; tasks that involve Web search; tasks that involve Web clipping and read-later.
How do I install Jina Reader in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a claude-code`. Or copy the skill folder (skills/jina-reader in sundial-org/awesome-openclaw-skills) into .claude/skills/jina-reader in your project. Claude Code loads it when a task matches its description.
How do I install Jina Reader in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a codex`. Or copy the skill folder (skills/jina-reader in sundial-org/awesome-openclaw-skills) into .agents/skills/jina-reader in your project. Codex loads it when a task matches its description.
Can I use Jina Reader in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sundial-org/awesome-openclaw-skills --skill jina-reader -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jina-reader, .gemini/skills/jina-reader, .github/skills/jina-reader and .opencode/skills/jina-reader in your project.
What does Jina Reader need to run?
Going by SKILL.md and its folder, Jina Reader needs a shell for the scripts in its folder and credentials named JINA_API_KEY. Our summary lists: A Bash shell; A credential in JINA_API_KEY.
Does Jina Reader access the network?
SKILL.md names 1 domain. As links in the text: jina.ai. This is read from the text; nothing was executed.
Is Jina Reader safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Jina Reader use?
No licence was found for Jina Reader or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jina Reader use?
About 645 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jina Reader?
Skills that share tags, products or a category with Jina Reader: Argo Search and Verification (taxueseek/argo, 186 stars), Bullshit Detector (SerhiiKorniienko/bullshit-detector, 154 stars), Tavily Web Search (allenpeng0705/EnvoyMesh, 3.1k stars) and Perplexity Web Search (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jina Reader?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.