Item detail
github.com

kennethkhoocy/lit-review-orchestrator

kennethkhoocy/lit-review-orchestrator is a developer tool that RepoRadar is tracking in its AI Productivity section, currently rated Silver tier with a 'worth watch' verdict. Its strongest signal is workflow potential, scored 8.7 out of 10.

Score8.3
Popularity7.0
Riskmedium
TierSilver
Score breakdown
Usefulness8.0
Novelty8.0
Momentum6.0
Maturity6.1
Open-source/build7.4
Evidence7.2
Workflow potential8.7
Setup ease4.2

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

Why it matters

Useful for researchers and students who want LLM-assisted literature review help but do not want the usual fake-citation failure mode hidden inside a convincing bibliography.

Who should use it

researchers building faster bibliography workflows students who want citation help with stronger verification labs experimenting with LLM-assisted literature review knowledge teams that need an audit trail for rejected references

Who should skip it

Hold off on kennethkhoocy/lit-review-orchestrator for mission-critical workflows without a containment strategy, explicit approvals, and a hands-on security review.

About this signal

kennethkhoocy/lit-review-orchestrator is tracked by RepoRadar as a developer tool in the AI Productivity section. First seen 2026-06-20; the source record was last checked on 2026-06-20. The current verdict is 'worth watch' with a Silver tier and advanced setup difficulty. kennethkhoocy/lit-review-orchestrator leads on workflow potential (8.7) and practical usefulness (8.0); its lowest signal is setup ease (4.2), 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.

How this item is evaluated

The kennethkhoocy/lit-review-orchestrator record combines a 8.3/10 composite score with separate popularity (7.0), risk (medium), and setup (advanced) signals. See the scoring methodology for the current weights and evidence definitions.

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

Risk explanation

The repository does not declare a license, which makes reuse and redistribution harder to judge.

Evidence links
Closest alternatives / related signals
research literature-review citation-verification workflow-tools academic-ai
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-13T20:20:15Z.

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 →

45 dated snapshots retained from 2026-06-20 through 2026-08-13; 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 score8.3 current · +0.0 net
Repository momentum7.0 current · +1.0 net
GitHub stars (observed)75 current · -8 net
GitHub stars75 exact observation
VersionNot reported by source
Last releaseNot reported by source
Maintenanceactive
Current riskmedium
Current verdictworth watch
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-138.37.075mediumworth watchactive
2026-08-128.37.076mediumworth watchactive
2026-08-118.37.578mediumworth watchactive
2026-08-108.37.578mediumworth watchactive
2026-08-098.37.578mediumworth watchactive
2026-08-088.37.078mediumworth watchactive
2026-08-078.37.579mediumworth watchactive
2026-08-068.36.0Not recordedmediumworth watchnot recorded
2026-08-058.36.0Not recordedmediumworth watchnot recorded
2026-08-048.37.579mediumworth watchactive
2026-08-038.37.579mediumworth watchactive
2026-08-028.37.579mediumworth watchactive

Why the record changed

stars changed

Stars changed: 76 → 75.

stars changed

Stars changed: 78 → 76.

stars changed

Stars changed: 79 → 78.

stars changed

Stars changed: 81 → 79.

stars changed

Stars changed: 83 → 81.