unbrowse

unbrowse is a skill for Claude Code from unbrowse-ai/unbrowse. It costs 60 tokens per session (1,404 once invoked), scanned A, original, MIT.

An action layer that learns how to use a website and then reuses its internal web routes for later tasks. It can also drive a real browser when actions such as clicking, filling, or submitting forms are needed.

In plain words
What is it for?
Fetching website content, finding and executing routes for internet tasks, inspecting route details, and completing browser-based form or click workflows.
Why use it?
It reduces the need to repeat slow browser interactions for tasks that can be replayed through a known route. It also provides commands for fetching pages and inspecting or debugging those routes.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Fetching website content, finding and executing routes for internet tasks, inspecting route details, and completing browser-based form or click workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/unbrowse-ai/unbrowse/skill
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 unbrowse-ai/unbrowse --skill skill
Clone the repo
git clone --depth 1 https://github.com/unbrowse-ai/unbrowse

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 unbrowse

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/unbrowse-ai/unbrowse/skill"><img src="https://agentmods.dev/badge/skills/unbrowse-ai/unbrowse/skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,404 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
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 $0.00060 $0.01404
Opus 5 $0.00030 $0.00702
Sonnet 5 $0.00012 $0.00281
Haiku 4.5 $0.00006 $0.00140

Measured 5d ago against content hash 0d1e906702c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

unbrowse scanned grade A 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 5d ago.

The scan reads SKILL.md. This mod also ships 17 executable files (bin/unbrowse-update-hint.mjs, bin/unbrowse-wrapper.mjs, bin/unbrowse.js, …), 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.

Makes network callslowCapability

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

description: "One-call web access for agents with cache-first API replay and browser capture on misses. Unbrowse passively learns first-party route DAGs while browsing, independently validates replay, and keeps remote sh
packages/skill/SKILL.md · 128 lines

How it starts

The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Unbrowse — one intent, one result

Unbrowse is a web harness, not a browser command catalog. The agent states the outcome; the harness chooses the cheapest trustworthy path and returns either the result or one executable recovery step.

Agent contract

  1. For any web read, search, list, or retrieval, run unbrowse "<task>" --url <url>.

  2. If next_step begins with unbrowse, run that command once, then retry step 1 once. A typed ask or deny gate is not a command: surface it to the user and stop. Without either field, use only the matching fallback: unbrowse auth <login_url> for auth, or unbrowse capture --url <url> --intent "<task>" for a genuine miss.

  3. If that retry fails, stop and report the blocker. Do not invent another route.

For mutations, act only when the user explicitly requested the change. Dry-run first and require an independently issued host approval before unsafe execution. An invoking agent cannot approve its own request:

unbrowse execute --skill ID --endpoint ID --dry-run
# then surface the typed approval gate to the host/user

Invisible harness lifecycle

Runtime status: passive capture, DAG compilation, local replay, durable route state, independent-replay promotion, lifecycle-issued publish permits, and a central fail-closed remote transport boundary are implemented. The canonical bare/get/MCP resolver persists browser evidence, bypasses browser-derived snapshots for validation, and stays API-only after promotion. Legacy operator/background paths that do not yet produce lifecycle proof remain local/fail-closed. The index queue now uses interruption-safe typed durable jobs; capture, validation, publish-job adoption and full SDK/operator convergence continue.

resolve → browse → observe → compile DAG → replay-validate → promote → publish → reuse

These are runtime stages, not steps for the agent to hand-drive:

  • Cold run: when no trustworthy route exists, the capture engine drives the real site (Obscura where supported, browser fallback otherwise). First-party XHR/fetch traffic is observed passively while the requested interaction proceeds.
  • Compile: useful requests become a typed operation DAG: endpoint semantics, dependencies, holes, response shapes, auth requirements, and side-effect class. Assets, secrets, raw payloads, and incidental traffic are excluded.
  • Validation run: a captured route is replayed and checked against browser/page truth, the requested intent, schema/cardinality, safety, freshness, and policy. A capture alone is not publication proof.
  • Promotion: after successful replay, the local API route becomes the preferred path. Later matching calls use the API instead of reopening the browser; drift or failed parity demotes the route and reopens discovery.
  • Publication: a validated, reusable closure of the DAG is converted to the remote skill format and published for other agents only after sanitization and contribution-policy gates. Private, sensitive, PII-bearing, destructive, or origin-forbidden routes stay local.

Read the full file on GitHub · 128 lines

Files

What ships with it

41 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. 5d ago Changed · -259 lines · -139 tokens per session 0d1e906702c5
  2. 11d ago First seen · 387 lines · 199 tokens per session scan A 1cba1bca74bb

Subscribe to this mod's changes

unbrowse is a skill published in the GitHub repository unbrowse-ai/unbrowse (757 stars, last pushed 4d ago), licensed MIT. It adds 60 tokens to every session and 1,404 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (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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