AI & Agents

Loop Library

Last updated 2026-08-16 · benchmark measured 2026-08-16 — deterministic & reproducible

A searchable library of reusable AI agent workflow prompts with built-in checks and stopping conditions.

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To cite this score: legit.show/s/signals-forwardfuture-ai/2026-08-16. That address never changes; this page moves with every re-measure.

Legit.Show scored Loop Library 63/100 on 2026-08-16, measured across all 7 frames from its public surface. legit.show/s/signals-forwardfuture-ai/2026-08-16

Is Loop Library production-ready?

Legit.Show scores Loop Library 63 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Loop Library (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Performance; its weakest is Discoverability. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 99/100
• Accessibility — 77/100
• Security — 45/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 92/100
• Standards — 85/100
• Discoverability — 15/100

What we measured

• Security headers present: X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 314 ms to first byte.
• Returns a proper 404 for unknown routes.
• 0 of 0 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

AI agent developers · Engineering teams · DevOps teams · Product teams · Content teams

Sources and updates

Description

Taken from signals.forwardfuture.ai's own website on 2026-08-16.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-08-16.

Put together from public information, without Loop Library's involvement. If anything here is wrong, tell us and a person will check it.

Visit Loop Library → · Alternatives to Loop Library → · How this was measured →