Item detail
github.com

deta/surf

deta/surf is a hosted app or demo in RepoRadar's AI Productivity section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 9.7 out of 10.

Score8.6
Popularity66.0
Riskconditional
TierGold
Score breakdown
Usefulness9.0
Novelty7.0
Momentum8.0
Maturity8.1
Open-source/build8.4
Evidence7.2
Workflow potential9.7
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for researchers, analysts, and knowledge workers who want an AI note system that stays local, uses open formats, and works with both local and hosted models.

Who should use it

researchers writers analysts people managing large personal knowledge bases

Who should skip it

Consider deta/surf lower priority if you already have a working solution in this category.

About this signal

deta/surf is tracked by RepoRadar as a hosted app or demo in the AI Productivity section. It was first seen on 2026-06-19 and last updated on 2026-06-19. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. deta/surf leads on workflow potential (9.7) and practical usefulness (9.0); its lowest signal is setup ease (6.4), so factor that in before investing setup time. This page summarizes the public evidence on the linked source page and states where additional review is still needed. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.

How this item is evaluated

RepoRadar assigned deta/surf a composite score of 8.6 out of 10, placing it in the Gold tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 66.0 and never affects the composite score or tier. The risk label of 'conditional' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

Surf is built to ingest local files and web content, so verify whether your chosen model backend is local or third-party before loading private material.

Evidence links
Closest alternatives / related signals
ai-notebook knowledge-work local-first notes research
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-03T18:56:10Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

36 dated snapshots retained from 2026-06-19 through 2026-08-03; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.6 current · +0.0 net
Repository momentum7.5 current · -0.5 net
GitHub stars (observed)3,505 current · +29 net
GitHub stars3,505 exact observation
Version1.4.7-beta.0
Last release2026-04-29T21:15:25Z
Maintenanceactive
Current riskconditional
Current verdicttry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude, Ollama, OpenAI

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-038.67.53,505conditionaltry nowactive
2026-08-028.67.53,504conditionaltry nowactive
2026-08-018.67.53,504conditionaltry nowactive
2026-07-318.68.0Not recordedconditionaltry nownot recorded
2026-07-308.68.0Not recordedconditionaltry nownot recorded
2026-07-298.69.03,499conditionaltry nowactive
2026-07-288.69.03,499conditionaltry nowactive
2026-07-218.69.03,480conditionaltry nowactive
2026-07-208.69.03,480conditionaltry nowactive
2026-07-198.69.03,480conditionaltry nowactive
2026-07-188.69.03,480conditionaltry nowactive
2026-07-178.69.03,480conditionaltry nowactive

Why the record changed

stars changed

Stars changed: 3504 → 3505.

stars changed

Stars changed: 3480 → 3499.

stars changed

Stars changed: 3476 → 3480.