InlineSkills

from upsonic import Agent, Task
from upsonic.skills import Skills, Skill, InlineSkills

json_skill = Skill(
    name="json-formatting",
    description="Format and validate JSON output",
    instructions="Always return valid, pretty-printed JSON with 2-space indentation. Validate structure before returning.",
    source_path="",
    scripts=[],
    references=[],
)

agent = Agent(
    model="anthropic/claude-sonnet-4-6",
    name="Data Formatter",
    role="Data Processing Specialist",
    goal="Format and structure data outputs",
    skills=Skills(loaders=[InlineSkills([json_skill])]),
)

task = Task(description="Convert this CSV data to JSON: name,age\nAlice,30\nBob,25")
result = agent.print_do(task)

from upsonic import Agent, Task
from upsonic.skills import Skills, Skill, InlineSkills

skills_list = [
    Skill(
        name="step-by-step",
        description="Break down complex problems into clear steps",
        instructions="When solving problems, always break them into numbered steps. Show your reasoning at each step.",
        source_path="",
        scripts=[],
        references=[],
    ),
    Skill(
        name="code-examples",
        description="Include runnable code examples in explanations",
        instructions="When explaining concepts, always include at least one complete, runnable code example.",
        source_path="",
        scripts=[],
        references=[],
    ),
]

agent = Agent(
    model="anthropic/claude-sonnet-4-6",
    name="Teacher",
    role="Programming Instructor",
    goal="Teach programming concepts clearly",
    skills=Skills(loaders=[InlineSkills(skills_list)]),
)

task = Task(description="Explain how Python decorators work.")
result = agent.print_do(task)

from upsonic import Agent, Task
from upsonic.skills import Skills, Skill, InlineSkills

review_skill = Skill(
    name="security-review",
    description="Review code for security vulnerabilities",
    instructions="Focus on OWASP Top 10 vulnerabilities. Check for SQL injection, XSS, CSRF, and insecure deserialization.",
    source_path="",
    scripts=[],
    references=[],
)

agent = Agent(
    model="anthropic/claude-sonnet-4-6",
    name="Security Agent",
    role="Security Analyst",
    goal="Identify security issues in code",
)

task = Task(
    description="Review this login function for security vulnerabilities.",
    skills=Skills(loaders=[InlineSkills([review_skill])]),
)

result = agent.print_do(task)

from upsonic import Agent, Task, Team
from upsonic.skills import Skills, Skill, InlineSkills

skills_list = [
    Skill(
        name="data-analysis",
        description="Analyze data and extract insights",
        instructions="When analyzing data, identify trends, outliers, and key metrics. Present findings with supporting evidence.",
        source_path="",
        scripts=[],
        references=[],
    ),
    Skill(
        name="report-writing",
        description="Write professional business reports",
        instructions="Structure reports with executive summary, findings, and recommendations. Use clear, concise language.",
        source_path="",
        scripts=[],
        references=[],
    ),
]

analyst = Agent(
    model="anthropic/claude-sonnet-4-6",
    name="Analyst",
    role="Data Analyst",
    goal="Analyze data and find insights",
)

writer = Agent(
    model="anthropic/claude-sonnet-4-6",
    name="Writer",
    role="Report Writer",
    goal="Write clear business reports",
)

team = Team(
    agents=[analyst, writer],
    skills=Skills(loaders=[InlineSkills(skills_list)]),
    mode="coordinate",
    model="anthropic/claude-sonnet-4-6",
)

task = Task(description="Analyze the customer feedback data and write a summary report.")
result = team.print_do(tasks=task)