web-extract

web-extract is a skill for Claude Code, Codex from SerendipityOneInc/ZooData-Skills. It costs 268 tokens per session (4,123 once invoked), scanned B, original, MIT.

A web-page and website extraction tool that returns structured information such as titles, summaries, sections, metrics, links, authors, dates, and page types.

In plain words
What is it for?
Use it to scrape individual pages, interact with JavaScript-rendered pages, search the web, and collect structured site data.
Why use it?
It removes the need to manually read a page and then organise its contents into fields.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to scrape individual pages, interact with JavaScript-rendered pages, search the web, and collect structured site data.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/serendipityoneinc/zoodata-skills/web-extract
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add SerendipityOneInc/ZooData-Skills --skill web-extract
Clone the repo
git clone --depth 1 https://github.com/SerendipityOneInc/ZooData-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for web-extract

README.md
[![agentmods](https://agentmods.dev/badge/skills/serendipityoneinc/zoodata-skills/web-extract/github.svg)](https://agentmods.dev/skills/serendipityoneinc/zoodata-skills/web-extract)
Your own site
<a href="https://agentmods.dev/skills/serendipityoneinc/zoodata-skills/web-extract"><img src="https://agentmods.dev/badge/skills/serendipityoneinc/zoodata-skills/web-extract/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for web-extract

Your own site · 80×15
<a href="https://agentmods.dev/skills/serendipityoneinc/zoodata-skills/web-extract"><img src="https://agentmods.dev/badge/skills/serendipityoneinc/zoodata-skills/web-extract.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 268 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,123 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 7 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Privilege Escalation · line 60
    Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.
    Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
  • medium Rogue Agent · line 60
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Data Exfiltration · line 77
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 152
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 147
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Privilege Escalation · line 204
    Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.
    Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
  • medium Rogue Agent · line 204
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00268 $0.04123
Opus 5 $0.00134 $0.02062
Sonnet 5 $0.00054 $0.00825
Haiku 4.5 $0.00027 $0.00412

Measured 11d ago against content hash 595154490073, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

web-extract scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/webtools.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

mkdir -p ~/.zoodata && chmod 700 ~/.zoodata

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

2. **Raw curl / HTTP** (when CLI isn't installed or for ad-hoc calls): every example below also shows the raw POST. **Always set `User-Agent: web-extract-skill/1.0`** — the Cloudflare edge rejects the default Python-urll
web-extract/SKILL.md · 226 lines

How it starts

The opening of the file, as written. The whole thing — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web Extract — Structured Data from the Open Web

Backed by the ZooData WebTools API. Six HTTP endpoints. One API key. Structured JSON by default — no second LLM pass to parse fields.

Files

File Purpose
{skill_base_dir}/scripts/webtools.py Thin CLI wrapper — one subcommand per endpoint. Has the Cloudflare-UA, crawl-warmup, and nested-data-shape quirks baked in. Run --help for params.
{skill_base_dir}/references/reference.md Full request/response schemas, error codes, billing, edge cases. Load when you need exact field names.

Why pick this skill (vs the alternatives in this environment)

Tool What it gives you When to pick it
web-extract (this skill) Page → {title, summary, sections, key_metrics, outgoing_links, ...} JSON in one call You need page DATA (price, specs, fields, link graphs) — downstream code or LLM can use the JSON directly without re-parsing
browser-act Browser session: click, scroll, type, screenshot You need to interact with a page (login flow, take a screenshot, fill a form) or visually verify rendering
WebFetch (built-in) Static URL → markdown You need a single static page as prose, no JS rendering, no structured fields
deep-research Multi-source research with citations You need a synthesized report drawing from many web sources, not raw data
monid Generic tool-discovery layer You're not sure which tool to use yet and want to browse options

Key advantage: every other tool above forces a second pass (re-LLM the markdown / re-parse the HTML / extract structure manually). The underlying API returns the structured fields directly — saves a round-trip and tokens.

Credential

Required: ZOODATA_API_KEY. Get a free key (1,000 credits) at zoodata.ai/en/api-keys.

export ZOODATA_API_KEY='hms_live_xxx'
# OR persist to disk (keep the file private — 0600; it holds a bearer credential):
mkdir -p ~/.zoodata && chmod 700 ~/.zoodata
(umask 077; echo '{"api_key":"hms_live_xxx"}' > ~/.zoodata/config.json)

Read the full file on GitHub · 226 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 226 lines · 268 tokens per session scan B 595154490073

Subscribe to this mod's changes

web-extract is a skill published in the GitHub repository SerendipityOneInc/ZooData-Skills (71 stars, last pushed yesterday), licensed MIT. It adds 268 tokens to every session and 4,123 once invoked, about $0.0013 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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