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Agent Builder Plus (OpenClaw) · leoyeai | DecimalAI

agent toolingby leoyeai

Agent Builder Plus (OpenClaw)

leoyeai/agent-builder-plus

Source LeoYeAI/openclaw-master-skills ↗License MIT

Build high-performing OpenClaw agents end-to-end with comprehensive safety features.

SkillScore100Maintained

Automatic

AI Engineer pack

Last verified 8/6/2026

What it changes

Passed 22 of 22 test cases with the skill, and 10 of 22 without it.

Without skill45%

With skill100%

Checks it passed that the model alone missed

Designates AGENTS.md as the location for operating rules.
Inquires about memory strategy or curated MEMORY.md handling.
States that HEARTBEAT.md is created as an empty file by default.

and 17 more in the full report

12 fixed10 passed either way0 still failing0 broke

Pass-rate lift: +55 pp
Tokens: +179%
Agent turns: 0%
Response time: -36%

Model gemini-3.6-flashMeasured 8/6/2026v122 of 22 cases passed with skill

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

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

decimalai skills add leoyeai-agent-builder-plus

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 12

Prompt

After registering my new helper agent in OpenClaw, what CLI command allows me to test that the agent loads correctly in dry-run mode before putting it live?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends executing openclaw agents test to verify agent loading.	Missed	Passed

case-09 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md577 lines4 files

Agent Builder Plus (OpenClaw)

Design and generate a complete OpenClaw agent workspace with strong defaults and advanced-user-oriented clarifying questions.

Quick Start

# 1. Read skill documentation
Read SKILL.md and references/openclaw-workspace.md

# 2. Answer interview questions
Provide answers for: job statement, surfaces, autonomy level, prohibitions, memory, tone, tool posture

# 3. Generate workspace files
The skill will create: IDENTITY.md, SOUL.md, AGENTS.md, USER.md, HEARTBEAT.md

# 4. Verify and test
Run acceptance tests to validate behavior

Canonical references

Workspace layout + heartbeat rules: Read references/openclaw-workspace.md
File templates/snippets: Read references/templates.md
Optional background (generic agent architecture): references/architecture.md

Workflow: build an agent from scratch

Phase 1 - Interview (ask clarifying questions)

Ask only what you need; keep it tight. Prefer multiple short rounds over one giant questionnaire.

Minimum question set (advanced):

Job statement: What is the agent's primary mission in one sentence?
Surfaces: Which channels (Telegram/WhatsApp/Discord/iMessage/Feishu)? DM only vs groups?
Autonomy level:
- Advisor (suggest only)
- Operator (non-destructive ok; ask before destructive/external)
- Autopilot (broad autonomy; higher risk)

Track record

Benchmark

22 / 22

test cases passed, vs 10 / 22 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 — 8/2/2026

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-builder-plus/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 3 files

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

Agent Builder Plus (OpenClaw)

Quick Start

Canonical references

Workflow: build an agent from scratch

Phase 1 - Interview (ask clarifying questions)

Track record

Benchmark

Adoption

SkillSafety

Source

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