Live survey304 models · 14 providers · 22,792 auditsAudited grill-with-docs · SAFE →What changedHow we verifyllms.txt

Agent skill · Audited from source

firecrawl-interact

skill · firecrawl/cliLicence not declaredAudited 27 Oct 2026 · source ca9cfb73adc1

★ 672pushed today
✓SAFEGrade B · 89/100 · 27 Oct 2026 · ca9cfb7
672repo stars · whole firecrawl/cli

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit ca9cfb73adc1 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “firecrawl-interact (firecrawl/cli)”. Retrieved 27 Oct 2026. https://modelsatlas.com/skills/firecrawl/firecrawl-interact

Trust audit

Audit 0.4.1 · source read 27 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass, no license.

Findings (1)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence

Audit 0.4.1 · source sha ca9cfb73adc1 · 27 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherfirecrawl GitHub organizationOwner of the repository this skill is read from
  • Source folderfirecrawl/cli/skills/firecrawl-interactThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictca9cfb73adc1A new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.

---
name: firecrawl-interact
description: |
  Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or returned incomplete content.
allowed-tools:
  - Bash(firecrawl *)
  - Bash(npx firecrawl-cli *)
---

# firecrawl interact

Interact with scraped pages in a live browser session. Scrape a page first, then use natural language prompts or code to click, fill forms, navigate, and extract data. For web searches, use `search` — interact is for acting on a specific page.

## Quick start

```bash
# 1. Scrape a page (scrape ID is saved automatically)
firecrawl scrape "<url>"

# 2. Interact with the page using a positional prompt
firecrawl interact "Click the login button"
firecrawl interact "Fill in the email field with [email protected]"
firecrawl interact "Extract the pricing table"

# A UUID first argument is auto-detected as the scrape ID
firecrawl interact "<scrape-id>" "Extract the pricing table"

# 3. Or use code for precise control
firecrawl interact --code "agent-browser click @e5" --bash
firecrawl interact --code "agent-browser snapshot -i" --bash

# 4. Stop the session when done
firecrawl interact stop
```

Run `firecrawl interact --help` for the full option list.

**Done when:** the requested content or action result is captured and the session is stopped with `firecrawl interact stop`.

## Profiles

Use `--profile` on the scrape to persist browser state (cookies, localStorage) across scrapes:

```bash
# Session 1: Login and save state
firecrawl scrape "https://app.example.com/login" --profile my-app
firecrawl interact --prompt "Fill in email with [email protected] and click login"

# Session 2: Come back authenticated
firecrawl scrape "https://app.example.com/dashboard" --profile my-app
firecrawl interact --prompt "Extract the dashboard data"
```

Read-only reconnect (no writes to profile state):

```bash
firecrawl scrape "https://app.example.com" --profile my-app --no-save-changes
```

## Tips

- Always scrape first — `interact` requires a scrape ID from a previous `firecrawl scrape` call
- The scrape ID is saved automatically, so you can omit `--scrape-id` for subsequent interact calls. Saved sessions may expire after about 10 minutes; re-scrape if the CLI warns that the session is stale
- Use `firecrawl interact stop` to free resources when done
- For parallel work, scrape multiple pages and interact with each using `--scrape-id`

## See also

- [firecrawl-scrape](../firecrawl-scrape/SKILL.md) — try scrape first, escalate to interact only when needed
- [firecrawl-search](../firecrawl-search/SKILL.md) — use `search` for web searches
- [firecrawl-agent](../firecrawl-agent/SKILL.md) — AI-powered extraction (less manual control)
- [firecrawl-build-interact](https://github.com/firecrawl/skills/tree/main/skills/build/firecrawl-build-interact) — building interact into an app instead of running it here

Excerpt, first 2,948 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit ca9cfb7

Download folder ↗
git clone https://github.com/firecrawl/cli
git -C cli checkout ca9cfb73adc1

The author documents no install command, so this uses the repository directly. Our verdict covers commit ca9cfb73adc1 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source ca9cfb73adc1

Similar skills

Questions about firecrawl-interact

What does the firecrawl-interact skill do?
Firecrawl CLI and agent skills: search, scrape, and interact with the web from your terminal or any coding agent, plus parse, crawl, map, Agent and Monitor. Firecrawl is the context API for AI agents.
Is firecrawl-interact safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can firecrawl-interact 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 (ca9cfb73adc1), read on 2026-10-27. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

Spotted something wrong? Report a correction · Methodology

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.