Atlas / Skills / saffron-health / Libretto

LibrettoBLOCK

skills/saffron-health/libretto

The AI toolkit for building reliable browser automations

Verdict
BLOCK
Grade
D
Trust score
69 /100
Version
0.6.45
Hosts
—
License
MIT
Stars
903
01

Overview

The AI toolkit for building reliable browser automations

Read from source at commit eeed53996b1dOBSERVED · 2026-10-13
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: libretto
description: "Browser automation CLI for building, maintaining, and running browser automation workflows by inspecting live pages and prototyping interactions."
license: MIT
metadata:
  author: saffron-health
  version: "0.6.45"
---

## How Libretto Works

- Libretto is a CLI for exploring live websites and building or debugging reusable browser automation scripts.
- Use Libretto commands to inspect the site and open pages, observe state, inspect requests, and prototype interactions.
- Libretto work must end in script changes. Create or edit the workflow file instead of stopping at interactive exploration.

## Shipped Source & Documentation

Read `references/shipped-source-and-documentation.md` for shipped source details, published documentation links, and implementation context beyond what this skill file covers.

## Default Integration Approach

1. Call the site's fetch/XHR endpoints via browser-context `fetch()`.
2. If `references/site-security-review.md` (assess only once per site) rules `fetch()` unsafe, passively capture responses with `page.on('response', ...)`
3. Fall back to Playwright UI automation.

Mix strategies freely across steps on a site.

Prefer to enter sites at a user-facing URL (homepage, login, etc.) on the first navigation — deep URLs on a cold session are commonly blocked by edge bot protection.

Always declare that entry URL as workflow `startUrl`. Do not open the same URL again with `page.goto` at the top of the handler when Libretto launches the browser; Libretto loads `startUrl` before the handler runs (and before CDP attach on Kernel / cloud providers). `run --cdp` attaches without navigating, so leave the existing page as-is or navigate inside the handler.

## CAPTCHA Handling

- If a CAPTCHA, Cloudflare challenge, or similar bot check appears in a local Chromium session, try to solve it in the visible browser and continue from the solved state.
- If the same challenge appears while the session is using a hosted browser provider, wait up to 2 minutes for automatic CAPTCHA handling before deciding the workflow is blocked.
- When a CAPTCHA was observed during exploration, generated workflow code should include an explicit timeout wait at that point with a short comment linking to the hosted platform stealth docs. Follow `references/code-generation-rules.md` for the code shape.

## Setup

- Use the package manager convention for the target project. The examples use `npx libretto`; pnpm, yarn, and bun projects should use their equivalent package-manager execution form.
- Use `npx libretto setup` for first-time workspace onboarding. It installs Chromium and syncs skills.
- Use `npx libretto status` to inspect open sessions without triggering setup.
- Use `npx libretto update` to upgrade the project-local Libretto package. Use `npx libretto update --dry-run` to preview the package-manager command first.

## Experiments

- Use `npx libretto experiments` to list internal feature flags and `npx libretto experiments describe <name>` for usage notes when an experiment is enabled.

## Run Modes

There are three ways to run workflows:

- Local browser run: `npx libretto run ./workflow.ts` runs workflow code and local Chromium on the current machine. This is easy to watch and private, but most likely to hit CAPTCHAs or anti-bot checks.
- Hosted browser run: `npx libretto run ./workflow.ts --provider libretto-cloud` runs workflow code locally while the browser runs on provider infrastructure with stealth mechanisms. Use this for anti-bot/CAPTCHA issues, provider-specific behavior, and pre-deploy validation. If the user has not specified a provider, prefer `libretto-cloud` because it includes one free allocated browser-hour and does not require a third-party provider API key.
- Deployed workflow: Libretto Cloud packages the workflow as an API-backed workflow with the same remote-browser anti-bot mechanisms as hosted provider runs. Deploy only after the workflow passes with the target provider.

When editing a deployed workflow, validate changes with `run --provider <deployment-provider>` before redeploying; do not debug by repeatedly deploying and running the deployed job.

If the user prefers a provider for all local CLI runs in a workspace or only deploys workflows to that provider, update `.libretto/config.json` with `provider` instead of repeating `--provider`. Read `references/configuration-file-reference.md` first.

## Working Rules

- Announce which session you are using and what page you are on.
- Ask instead of guessing when it is unclear what to click, type, or submit.
- Do not treat visibility as interactivity. If an element will not act, inspect blockers before retrying.
- Defer repo/code review until you begin generating code, unless the user explicitly asks for it earlier.
- Read and follow guidelines in `references/code-generation-rules.md` before generating or editing production workflow code. Every generated workflow must set `startUrl` to the first page the automation needs.
- For authenticated workflows, manual login is discovery only. After the user logs in, read only the sign-in action logs and identify the required credentials; if credentials are unclear, ask before writing code.
- Add missing blank `LIBRETTO_CLOUD_<secret_name>=` entries without overwriting populated values. If any required credential is blank, stop and ask the user to fill it; until then, do not inspect logged-in pages, read authenticated network bodies, write workflow code, open validation sessions, or continue discovery.
- Authenticated workflows must implement `librettoAuthenticate` with declared credentials before validation. Use a reusable `*_totp_secret` credential for authenticator-app MFA when the portal supports it (not a one-time `otp_code`). For SMS one-time codes, follow `references/website-authentication.md`.
- Read `references/website-authentication.md` when you need `librettoAuthenticate` examples, auth-profile details, or SMS OTP (`claimSmsOtp`).
- 
03

Trust audit

BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (12)

HIGHPrompt injection · prompt.fetch_and_trust · CWE-94, CWE-1427
SKILL.md:306
- If the workflow code is deployed to the Libretto Cloud platform and you need to reference its API docs, fetch [https://libretto.sh/docs/llms.txt](https://libretto.sh/docs/llms.txt) and follow the re
Why it matters. remote text is to be obeyed as instructions
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/glimpse-changes
.claude/skills/glimpse-changes
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/improve-codebase-architecture
.claude/skills/improve-codebase-architecture
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/mintlify
.claude/skills/mintlify
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/turborepo
.claude/skills/turborepo
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/writing-tests
.claude/skills/writing-tests
Why it matters. link not followed
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
SKILL.md:104
npx libretto connect http://127.0.0.1:9222 --session my-session
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
SKILL.md:105
npx libretto connect http://127.0.0.1:9222 --read-only --session readonly-session
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
SKILL.md:106
npx libretto connect http://127.0.0.1:9223 --session another-session
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
SKILL.md:181
npx libretto run ./integration.ts --cdp http://127.0.0.1:9222
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
SKILL.md:182
npx libretto run ./integration.ts --cdp http://127.0.0.1:9222 --page page-1
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
references/code-generation-rules.md:60
Declare `credentials` for runtime secrets instead of putting them in the Zod input schema or `--params`. Only declared names are injected into `input.credentials`; local runs read matching `LIBRETTO_C
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha eeed53996b1dfull audit observations/trust-audit/skill/saffron-health__libretto.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-13eeed53996b1dBLOCKD69first audit
05

Questions

What does the Libretto skill do?

The AI toolkit for building reliable browser automations

Is Libretto safe to install?

No — not without reading the findings first. The audit graded it D (69/100) and found 1 critical or high issue in the source. Each one is listed on this page with the file and line it is on.

What can Libretto access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (eeed53996b1d), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

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