julie: Skill for Claude Code

.agents/skills/web-research/SKILL.md

web-research is a skill for Claude Code from anortham/julie. It costs 67 tokens per session (1,117 once invoked), scanned C, original, MIT.

A web-research workflow that fetches online pages, saves them as local Markdown files, and indexes them for selective reading.

In plain words
What is it for?
Use it to research documentation, articles, or other web content; it requires the browser39 command-line tool.
Why use it?
It prevents large web pages from being copied wholesale into the agent's context and requires only the useful sections to be read.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: installed under .agents/ (shared by several agents).

This is anortham/julie's own configuration. It tells Claude Code how to work on julie itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything julie configures →

Reuse

Borrowing it

Nothing to install: this file belongs to anortham/julie. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/anortham/julie/main/.agents/skills/web-research/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/anortham/julie

Made for: Claude Code.

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-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/anortham/julie/web-research/github.svg)](https://agentmods.dev/skills/anortham/julie/web-research)
Your own site
<a href="https://agentmods.dev/skills/anortham/julie/web-research"><img src="https://agentmods.dev/badge/skills/anortham/julie/web-research/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-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/anortham/julie/web-research"><img src="https://agentmods.dev/badge/skills/anortham/julie/web-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,117 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00067 $0.01117
Opus 5 $0.00034 $0.00558
Sonnet 5 $0.00013 $0.00223
Haiku 4.5 $0.00007 $0.00112

Measured 9d ago against content hash ab0e7b58c264, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade C, and why

web-research scanned grade C with 1 finding 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 9d ago.

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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf docs/web/
Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.agents/skills/web-research/SKILL.md · 129 lines

How it starts

The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web Research

Fetch web pages, index them locally, and read selectively using Julie's tools. This replaces dumping entire web pages into context (which wastes thousands of tokens) with a workflow that indexes the content and lets you pull out just the sections you need.

Prerequisites

browser39 must be installed. Check with:

which browser39

If missing, tell the user to download the latest binary release from browser39 releases and add it to their PATH.

Workflow

Step 0 (Optional): Discover URLs from a Topic

If the user gave a research topic rather than a specific URL, find candidate pages first:

browser39 search "your research topic" --output json > /tmp/b39-search.json

Parse the links[] array and pick the URLs worth fetching. Skip this step when the user already provided URLs.

Step 1: Fetch and Save

Determine the target file path from the URL. The directory structure mirrors the URL:

docs/web/
  docs.rs/axum/latest.md
  developer.mozilla.org/Web/API/Fetch_API.md
  github.com/tokio-rs/tokio.md

Fetch the page and save directly to the target file. Never print full page content to stdout.

# Fetch (rm ensures no stale results — --output appends, not overwrites)
echo '{"id":"1","action":"fetch","v":1,"seq":1,"url":"THE_URL","options":{"selector":"article","strip_nav":true,"include_links":true}}' > /tmp/b39-cmd.jsonl
rm -f /tmp/b39-out.jsonl
browser39 batch /tmp/b39-cmd.jsonl --output /tmp/b39-out.jsonl

# Extract markdown directly to file (no stdout leak)
mkdir -p docs/web/TARGET_DOMAIN/TARGET_PATH_DIR
python3 -c "
import sys,json
with open('/tmp/b39-out.jsonl') as f:
    for line in f:
        d=json.loads(line)
        md = d.get('markdown','')
        if md:
            with open('docs/web/TARGET_DOMAIN/TARGET_PATH.md','w') as out:
                out.write(md)
            print(f'Saved {len(md)} chars to docs/web/TARGET_DOMAIN/TARGET_PATH.md')
"

Read the full file on GitHub · 129 lines

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. 9d ago First seen · 129 lines · 67 tokens per session scan C ab0e7b58c264

Subscribe to this mod's changes

web-research is a skill published in the GitHub repository anortham/julie (6 stars, last pushed 20d ago), licensed MIT. It adds 67 tokens to every session and 1,117 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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