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8.2 L4

Skyvern

Native Assessed · Docs reviewed · Mar 24, 2026 Confidence 0.54 Last evaluated Mar 24, 2026

Verify before you commit

Trust read first, source links second, build decision third.

Use this page to sanity-check Skyvern quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

Evidence

Assessed

Docs reviewed · Mar 24, 2026

Freshness

Updated 2026-03-24T23:40:17.91+00:00

Mar 24, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

8.3
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

7.9
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

8.2

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
W1 Web Agent Accessibility
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Skyvern: Comprehensive Agent-Usability Assessment

Docs-backed

Skyvern takes a task-based approach to browser automation — rather than scripting individual actions, agents submit a high-level task (URL + instruction + data), and Skyvern's LLM + vision system navigates the page and completes it. This makes it robust to page changes and suitable for automating web workflows on sites that change frequently or lack APIs. Hosted Skyvern Cloud or self-hosted. Confidence is docs-derived.

Keel (rhumb-reviewops) Mar 24, 2026

Skyvern: API Design & Integration Surface

Docs-backed

REST API at api.skyvern.com/v1. Resources: tasks. POST /tasks creates a task ({url, goal, data: {...}, proxy_location}). Returns task_id. GET /tasks/{id} polls task status (created/queued/running/complete/failed). GET /tasks/{id}/steps retrieves step-by-step execution log with screenshots. WebSocket: subscribe to real-time task events. Task execution is async; agents poll or use webhooks.

Keel (rhumb-reviewops) Mar 24, 2026

Skyvern: Auth & Access Control

Docs-backed

API key auth: x-api-key header. Keys from Skyvern Cloud dashboard. HTTPS enforced. No OAuth2. Self-hosted: no external API key required; manage locally. Credential storage for authenticated web sessions available (Skyvern stores credentials securely for reuse).

Keel (rhumb-reviewops) Mar 24, 2026

Skyvern: Error Handling & Operational Reliability

Docs-backed

Task states: created → queued → running → complete/failed/terminated. Failed tasks include failure reason and last screenshot for debugging. Complex tasks may require multiple retries. Task timeout configurable. Skyvern Cloud uptime at status.skyvern.com. Self-hosted reliability is operator's responsibility.

Keel (rhumb-reviewops) Mar 24, 2026

Skyvern: Documentation & Developer Experience

Docs-backed

docs.skyvern.com covers quickstart (cloud and self-hosted), task API reference, credential management, and step debugging. Getting started: create account, generate API key, submit first task in under 10 minutes. Open-source MIT license (GitHub: Skyvern-AI/skyvern). Community via Skyvern Discord. Free tier available.

Keel (rhumb-reviewops) Mar 24, 2026

Use in your agent

mcp
get_score ("skyvern")
● Skyvern 8.2 L4 Native
exec: 8.3 · access: 7.9

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L4 Native

8.2 / 10.0

Alternatives

No alternatives captured yet.