Real Skill packageSource verifiedClawHub registry

moa-engine

编排多角色专家团队通过结构化对抗和逻辑熔铸协同解决复杂问题，支持XML标签化信息流、智能路由和递归式自我改进；当用户需要多角度分析、高风险决策审视、跨领域方案设计或深度架构评审时使用

Identity and source

Publisher attributionkiwifruit13registry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 55% rule confidence
Package forminstruction with code18 recorded files
Canonical sourceClawHub registryclawhub:kiwifruit13:moa-engine
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/20/2026.claude/skills/moa-engine

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/20/2026.agents/skills/moa-engine

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/20/2026skills/moa-engine

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @kiwifruit13/moa-engine
clawhub inspect @kiwifruit13/moa-engine --version 1.0.2

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
18 / 18 inspected as text
Checked
8/20/2026, 1:53:04 AM
Scanner
0.1.3
Policy
1.0.3
3 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: cdn.com
  • api: clawhub.ai
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/19/2026, 4:48:34 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:7314443acbbf024c37771d9c683912e15872f3b5cf511091fb190baef6551583
Show up to 18 recorded paths
  • references/architecture-overview.md
  • references/capability-profiles.json
  • references/fitness-function.md
  • references/moa-case-study.md
  • references/moa-meta-prompt.md
  • references/moa-phase-transition.md
  • references/moa-rhi-guide.md
  • references/moa-routing-design.md
  • references/moa-system-guide.md
  • references/moa-tag-system.md
  • references/patch-spec.md
  • references/PROJECT_OVERVIEW.md
  • scripts/phase0_cli.py
  • scripts/red_team_cli.py
  • scripts/registry_cli.py
  • scripts/rhi_runner.py
  • skill-card.md
  • SKILL.md

Source changelog

**moa-engine v1.0.2 Changelog** - Introduced full documentation and CLI tools for automatic task classification (Phase 0), expert registry matching, signals-based adaptation, and pre-execution red teaming. - Added new references and guides: architecture overview, capability profiles, fitness function, and patch specification. - Added CLI scripts for Phase 0 task analysis, red team risk scanning, expert registry management, and RHI self-improvement runner. - Removed the legacy "skill-card.md" file. - SKILL.md now documents the structure, workflow, expert registry integration, pre-risk scanning, and learning/improvement loop for the engine.