Item detail
github.com

Untrivial-ai/agent-orchestrator

Untrivial-ai/agent-orchestrator is a developer tool in RepoRadar's Agent Infrastructure section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 10.0 out of 10.

Score8.6
Popularity9.4
Risknone
TierGold
Score breakdown
Usefulness9.0
Novelty7.0
Momentum9.0
Maturity6.9
Open-source/build8.4
Evidence7.2
Workflow potential10.0
Setup ease8.8

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

Why it matters

Useful for engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures, merge conflicts, and review comments without anyone watching each worktree, for platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen / Copilot plugins under one daemon, and for anyone evaluating a real

Who should use it

engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures, merge conflicts, and review comments platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen / Copilot plugins under one daemon anyone evaluating an Apache-2.0 alternative to PaaS-managed agent orchestration that still works on a local machine with a desktop app and update channel

Who should skip it

Move on from Untrivial-ai/agent-orchestrator if the licensing terms, language support, or platform requirements do not fit your project.

About this signal

Untrivial-ai/agent-orchestrator is tracked by RepoRadar as a developer tool in the Agent Infrastructure section. First seen 2026-08-12; the source record was last checked on 2026-08-12. The current verdict is 'try now' with a Gold tier and easy setup difficulty. Untrivial-ai/agent-orchestrator leads on workflow potential (10.0) and practical usefulness (9.0); its lowest signal is maturity (6.9), 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 Untrivial-ai/agent-orchestrator record combines a 8.6/10 composite score with separate popularity (9.4), risk (none), and setup (easy) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.

Risk explanation

No inherent user-impacting risk is flagged from the captured evidence.

Evidence links
Closest alternatives / related signals
agent-orchestration ai-coding claude-code codex aider opencode cursor multi-agent
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 →

2 dated snapshots retained from 2026-08-12 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 score8.6 current · +0.0 net
Repository momentum9.6 current · +0.6 net
GitHub stars (observed)9,489 current · +55 net
GitHub stars9,489 exact observation
Versionv0.12.1-nightly.202608131434
Last release2026-08-13T14:47:37Z
Maintenanceactive
Current risknone
Current verdicttry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude Code

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-138.69.69,489nonetry nowactive
2026-08-128.69.09,434nonetry nowactive

Why the record changed

stars changed

Stars changed: 9434 → 9489.

version changed

Version changed: v0.12.3 → v0.12.1-nightly.202608131434.

version changed

Version changed: not recorded → v0.12.3.

maintenance changed

Maintenance changed: source_activity_not_yet_measured → active.

new entity

Newly added to RepoRadar's decision catalog.