Star200+

MassGen

REVIEW · 75
Community indexed

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

Downloads0
Stars1.1K
Version1.0.0
Quality94/100 · Excellent
Trust75/100 · Sandbox only
Audit87/100 · Safe to try

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add massgen/MassGen

Maintenance

active

2mo since push

Risk

Safe to try

License is unclear

GitHub quality

1.1K

94/100 Quality · 83/100 Trust

Coverage tags

CodingCoding agentsagent-frameworksmulti-agentorchestration

Review notes

License is unclear · License clarity: Unknown

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Excellent
94

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Sandbox only
75

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
87

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonMulti-AgentCodexClaude CodeCursor

Stars

1.1K GitHub stars

Repo activity

1.1K stars, 163 forks

Maintenance

2mo since push

License

Unknown

Install

npx skills add massgen/MassGen

Install safety

standard package or runtime install path

Permission surface

shell or command execution, filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • License is unclear
  • License clarity: Unknown

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

PythonMulti-AgentCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add massgen/MassGen
Policy
review
Human review
yes

Trust and risk

Trust
75/100
Audit
87/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add massgen/MassGen
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • High-risk permission hints: Shell or command execution
  • License is unclear

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Agent safety v2

59/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • High-risk permission hints: Shell or command execution
  • License is unclear

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add massgen/MassGen

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20MassGen%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20MassGen%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/massgen-massgen/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use MassGen in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20MassGen%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/massgen-massgen/install
Install command: npx skills add massgen/MassGen
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/massgen-massgen/install

LLM text format

/api/skills/massgen-massgen/install?format=text

Find alternatives

/api/skills/search?q=MassGen&limit=3

Agent prompt

Use MassGen for this task. Review https://www.openagentskill.com/api/skills/massgen-massgen/install, then install with: npx skills add massgen/MassGen

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/massgen-massgen

LLM text

/api/registry/manifest/massgen-massgen?format=text

Install alias

/api/registry/install/massgen-massgen

Recommend

/api/registry/recommend?task=Use%20MassGen%20in%20an%20agent%20workflow&limit=3

Agent fit

100/100

Coding agents

Use-case tags

Coding agentsRAG and knowledgeWorkflow automation

Platforms

Python, Multi-Agent, Claude Code

Audit report

Safe to try · 87/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 1,061 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 94/100 quality profile
  • 7 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

75
OpenAgentSkill Trust Score

GitHub adoption

PASS

1.1K GitHub stars

Stars/forks activity

INFO

1.1K stars, 163 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

CHECK

Unknown

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • License clarity: Unknown
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

94
GitHub stars
1.1K
Freshness
2mo ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Automate repeated work

Workflow automation

I need my agent to automate a repeated workflow across tools and files.

Workflow fit

Add it to a complete workflow

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

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Overview

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform compatibility

pythonFULL
multi-agentFULL

Technical details

Version
1.0.0
License
Unknown
Last updated
Jun 14, 2026
Published
Jun 6, 2026

Frameworks & tools

PythonMulti-Agent

Decision snapshot

Primary pick

100
Ready
Adopt
Stage

1,061 GitHub stars

Audit

Install review

Install and adoption review

87
Safe to try
Security
78/100
Maintenance
88/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for MassGen, ready for a manual X post.

Curator note
MassGen: 🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomou...

1.1K stars

https://www.openagentskill.com/skills/massgen-massgen?ref=x
Open X draft
Optional reply with install command
Listing + install path for MassGen:
https://www.openagentskill.com/skills/massgen-massgen?ref=x

Install: npx skills add massgen/MassGen
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
massgen
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to massgen but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/massgen-massgen?metric=listed&label=Listed)](https://www.openagentskill.com/skills/massgen-massgen)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/massgen-massgen?metric=trust&label=Trust)](https://www.openagentskill.com/skills/massgen-massgen)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/massgen-massgen?metric=audit&label=Audit)](https://www.openagentskill.com/skills/massgen-massgen/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/massgen-massgen?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/massgen-massgen)
Preview badge Open audit Creator kit

Author

M

massgen✓

@massgen

Tags

multi-agentorchestrationagentagentic-aiautonomous-agentsclicollaborative-aiconversational-aigenaigenerative-ai

Platform fit

Claude Code

Health signals

GitHub stars
1.1K
Quality score
63/100
Last GitHub push
Jun 12, 2026
Framework hints
2
OpenAgentSkill views
4
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

75
  • GitHub adoption1.1K GitHub starsPASS
  • Stars/forks activity1.1K stars, 163 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance2mo since pushPASS
  • License clarityUnknownCHECK
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskcommand execution surfaceINFO

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