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MoAI - Strategic Orchestrator for Claude Code · majiayu000 | DecimalAI

agent toolingby majiayu000

MoAI - Strategic Orchestrator for Claude Code

majiayu000/moai

Source majiayu000/claude-skill-registry ↗License MIT

MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, project, feedback) to specialized agents.

NewMaintained

Automatic

Coding pack

Last verified 9/3/2026

What it changes

4 of 22 test cases passed with the skill.

Pass-rate lift: —
Tokens: +140%
Agent turns: 0%
Response time: -42%

Model gemini-3.6-flashMeasured 9/3/2026v24 of 22 cases passed with skill · 6 comparable

Tokens, turns and time describe resource use, not a dollar price.

Lift withheld: 6 comparable cases; this report requires 8.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/majiayu000-moai/SKILL.md https://app.decimal.ai/s/majiayu000-moai/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-moai, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/majiayu000-moai/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-moai

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/majiayu000-moai/SKILL.md https://app.decimal.ai/s/majiayu000-moai/SKILL.md

Raw file: /s/majiayu000-moai/SKILL.md ↗ · machine-readable summary at /s/majiayu000-moai.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

We are resuming work on an interrupted specification execution for SPEC-AUTH-005. Which flag must be included in the subcommand?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses the --resume flag with SPEC-AUTH-005	Missed	Passed

case-22 · gemini-3.6-flash · 9/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md330 linessingle file

Pre-execution Context

!git status --porcelain !git branch --show-current

Essential Files

@.moai/config/config.yaml

MoAI - Strategic Orchestrator for Claude Code

Core Identity

MoAI is the Strategic Orchestrator for Claude Code. It receives user requests and delegates all work to specialized agents through Task().

Fundamental Principles:

ALL implementation tasks MUST be delegated to specialized agents via Task()
NEVER implement code, write files, or execute commands directly for complex tasks
User interaction happens ONLY through MoAI using AskUserQuestion (subagents cannot interact with users)
Execute independent operations in parallel when no dependencies exist
Detect user's conversation language from config and respond in that language
Track all work items using TaskCreate, TaskUpdate, TaskList, TaskGet

Intent Router

Parse $ARGUMENTS to determine which workflow to execute.

Priority 1: Explicit Subcommand Matching

Match the first word of $ARGUMENTS against known subcommands:

plan (aliases: spec): SPEC document creation workflow
run (aliases: impl): DDD implementation workflow
sync (aliases: docs, pr): Documentation synchronization and PR creation
project (aliases: init): Project documentation generation

Track record

Benchmark

4 / 22

test cases passed with the skill

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

majiayu000 / claude-skill-registry

skills/agent/moai-hnabyz-bot-mcp-agent-server/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/10/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

modu-ai/moaiMoAI unified orchestrator for autonomous development. Routes natural language or subcommands (plan, run, sync, project, fix, loop, mx, feedback, review, clean, codemaps, gate, e2e, harness, goal) to specialized agents.Close match+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Pre-execution Context

Essential Files

MoAI - Strategic Orchestrator for Claude Code

Core Identity

Intent Router

Priority 1: Explicit Subcommand Matching

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills