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Agent Team Builder for OpenClaw · LeoYeAI | DecimalAI

agent toolingby LeoYeAI

Agent Team Builder for OpenClaw

agent-team-builder

Source LeoYeAI/openclaw-master-skills ↗License MIT

Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct

SkillScore68Maintained

Automatic

AI Engineer pack

Last verified 7/26/2026

What it changes

Passed 14 of 20 test cases with the skill, and 4 of 20 without it.

Without skill18%

With skill68%

11 fixed4 passed either way7 still failing0 broke

Pass-rate lift: +50 pp
Tokens: +266%
Agent turns: 0%
Response time: -28%

Model gemini-3.6-flashMeasured 7/26/2026v115 of 22 cases passed with skill · 20 comparable

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

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/agent-team-builder/SKILL.md https://app.decimal.ai/s/agent-team-builder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agent-team-builder, 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/agent-team-builder/ and pins it in .decimal/skills.lock

decimalai skills add agent-team-builder

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

curl -fsSL --create-dirs -o .claude/skills/agent-team-builder/SKILL.md https://app.decimal.ai/s/agent-team-builder/SKILL.md

Raw file: /s/agent-team-builder/SKILL.md ↗ · machine-readable summary at /s/agent-team-builder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md675 lines5 files

Agent Team Builder for OpenClaw

Build a custom multi-agent collaboration team on OpenClaw — step by step, with correct architecture, workspace files, routing config, and collaboration rules.

Important: This skill is based on verified OpenClaw documentation (docs.openclaw.ai) and the official GitHub repo (github.com/openclaw/openclaw). All configuration patterns, file names, and architecture decisions reflect the actual OpenClaw system as of early 2026.

How This Skill Works

This is an interactive, guided workflow. You walk the user through 8 phases:

Team Design — Define roles, responsibilities, and collaboration model
Architecture Planning — Single Gateway + multi-agent + channel strategy
Agent & Workspace Setup — Create agents, workspace files, identity
Routing & Bindings — Wire messages to the right agent
Collaboration Rules — Group chat strategy, mention gates, ping-pong limits
Agent-to-Agent Communication — sessions_send, sessions_spawn, allowlists
Team Shared Memory — Cross-agent knowledge sharing mechanism
Memory, Operations & Delivery — Per-agent memory, heartbeat, cost control, final config

At each phase, ask the user questions, validate their choices, then generate the corresponding configuration and workspace files.

Phase 1: Team Design

Goal

Help the user define their agent team composition.

Questions to Ask

What is your primary use case?
- Personal productivity (schedule, research, writing)
- Software development (code, review, deploy)
- Content creation (writing, editing, publishing)

Track record

Benchmark

14 / 20

test cases passed, vs 4 / 20 without

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 — 7/30/2026

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

LeoYeAI / openclaw-master-skills

skills/agent-team-builder/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 4 files

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

Ready to supercharge your AI agents?

What's inside

Agent Team Builder for OpenClaw

How This Skill Works

Phase 1: Team Design

Goal

Questions to Ask

Track record

Benchmark

Adoption

SkillSafety

Source

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