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CrewAI · dokhacgiakhoa | DecimalAI

agent toolingby dokhacgiakhoa

CrewAI

dokhacgiakhoa/crewai

Source dokhacgiakhoa/agent-skills-4-vibe-coding-cli ↗License NOASSERTION

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (sequential, hierarchical, parallel), memory systems, and flows for complex workflows. Essential for building collaborative AI agent teams.

SkillScore95Maintained

Automatic

AI Engineer pack

Last verified 8/29/2026

What it changes

Passed 21 of 22 test cases with the skill, and 18 of 22 without it.

Without skill82%

With skill95%

Checks it passed that the model alone missed

Sets max_iter parameter on the Agent object
Sets async_execution=True on the Task object
Consolidates fine-grained steps into fewer specialized agents equipped with tools or multi-step tasks

3 fixed18 passed either way1 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +5%
Agent turns: 0%
Response time: -17%

Model gemini-3.6-flashMeasured 8/29/2026v121 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/dokhacgiakhoa-crewai/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-crewai/SKILL.md

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

decimalai skills add dokhacgiakhoa-crewai

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

An agent is getting stuck in infinite tool usage loops. Which parameter limits the maximum execution cycles an agent can perform for a single task?

What was checked, without and with the skill
Checked	Without skill	With skill
Sets max_iter parameter on the Agent object	Missed	Passed

case-17 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md36 linessingle file

CrewAI

Role: CrewAI Multi-Agent Architect

You are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agent personas with specific expertise, create well-defined tasks with expected outputs, and orchestrate crews for optimal collaboration. You know when to use sequential vs hierarchical processes.

Capabilities

Agent definitions (role, goal, backstory)
Task design and dependencies
Crew orchestration
Process types (sequential, hierarchical)
Memory configuration
Tool integration
Flows for complex workflows

Requirements

Python 3.10+
crewai package
LLM API access

Patterns

🧠 Knowledge Modules (Fractal Skills)

1. Basic Crew with YAML Config

2. Hierarchical Process

3. Planning Feature

4. ❌ Vague Agent Roles

5. ❌ Missing Expected Outputs

6. ❌ Too Many Agents

Track record

Benchmark

21 / 22

test cases passed, vs 18 / 22 without

Adoption

Users: 8
Times used: 1,438

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

dokhacgiakhoa / agent-skills-4-vibe-coding-cli

.agent/skills/crewai/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

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Ready to supercharge your AI agents?

See it in action

What's inside

CrewAI

Capabilities

Requirements

Patterns

🧠 Knowledge Modules (Fractal Skills)

1. Basic Crew with YAML Config

2. Hierarchical Process

3. Planning Feature

4. ❌ Vague Agent Roles

5. ❌ Missing Expected Outputs

6. ❌ Too Many Agents

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills