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.
npx skills add Razaib-khan/ForgeWeave --skill web-researchgit clone --depth 1 https://github.com/Razaib-khan/ForgeWeaveWrote 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.
[](https://agentmods.dev/skills/razaib-khan/forgeweave/web-research)<a href="https://agentmods.dev/skills/razaib-khan/forgeweave/web-research"><img src="https://agentmods.dev/badge/skills/razaib-khan/forgeweave/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.
<a href="https://agentmods.dev/skills/razaib-khan/forgeweave/web-research"><img src="https://agentmods.dev/badge/skills/razaib-khan/forgeweave/web-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00021 | $0.00648 |
| Opus 5.5 | $0.00008 | $0.00259 |
| Sonnet 5.5 | $0.00004 | $0.00130 |
| Haiku 4.5 | $0.00002 | $0.00065 |
Grade A, and why
Web Research scanned grade A with 0 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 1mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Web Research
Purpose
Fetch and extract content from live web pages using HTTP-based fetching (httpx + trafilatura) for standard pages and Playwright headless browser for JavaScript-rendered pages. Is the raw data acquisition layer for all research skills.
When to Use
- You need to fetch content from a specific URL
- A page requires JavaScript rendering to display its content
- You need to extract structured data from multiple pages
- Real-time information needs to be retrieved from the web
When Not to Use
- The user wants a summary of a topic they haven't specified URLs for
- The task is analyzing the local codebase
Inputs
| Input | Type | Required | Description |
|---|---|---|---|
url or urls |
string/array | Yes | URL(s) to fetch |
mode |
enum | No (default: auto) | auto, text, html, screenshot |
js_render |
boolean | No (default: false) | Whether to use Playwright |
Expected Outputs
| Output | Description |
|---|---|
| Clean text content | Extracted main content from the page |
| Code examples | Extracted code blocks if mode=auto |
| Screenshot | Full-page screenshot if mode=screenshot |
Exact Workflow Steps
- Try HTTP fetch first using
webfetch - If response is incomplete (<2000 chars) or empty, fall back to Playwright MCP tools:
browser_navigate— navigate to the URLbrowser_snapshot— get structured accessibility tree with element refsbrowser_console_messages— check for JS errors that may indicate rendering issues
- Extract clean text content and code blocks
- If requested, take a screenshot via
browser_take_screenshot(Playwright MCP)
Required Checks
- Content was successfully extracted
- Fallback to Playwright was attempted if HTTP fetch failed
- Rate limiting was respected (1s between requests to same domain)
Failure Modes
| Failure Condition | Response |
|---|---|
| HTTP 404 | Try with Playwright (some SPAs return 404 for JS-rendered content) |
| All methods fail | Report URL as unreachable |
| Content too large | Truncate and report |
What ships with it
2 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.
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.
- 1mo ago First seen · 84 lines · 21 tokens per session scan A 969bb1fb7901
Web Research is a skill published in the GitHub repository Razaib-khan/ForgeWeave (1 stars, last pushed 4mo ago), licensed MIT. It adds 21 tokens to every session and 648 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
browser-automation
Playwright-based browser automation patterns for autonomous web interaction.
c-browser
Headless browser automation — navigate pages, click elements, fill forms, take screenshots, scrape content using agent-browser or playwright-cli.
verify
Drive an engine app headlessly in a pty, record a video of the whole verification, and open a summary page (video + timeline + checks) with pixel open.
ketch
Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but the CLI is the primary interface. Use when a question needs live sources: 'research X', 'what are people saying about Y'…
agent-browser
Headless browser operation CLI. Can open web pages to browse, interact, log in, and take screenshots. Use when: Use when: opening sites in a browser, operating or checking web apps, logging in, taking screenshots, or verifying on-screen UI.
opencli-usage
Use when running OpenCLI commands to interact with websites (Bilibili, Twitter, Reddit, Xiaohongshu, etc.), desktop apps (Cursor, Notion), or public APIs (HackerNews, arXiv). Covers installation, command reference, and output formats for 100+ adapters.