Agent skill
structured-output
Expert in getting reliable, typed outputs from LLMs. Covers JSON mode, function calling, Instructor library, Outlines for constrained generation, Pydantic validation, and response format specifications. Essential for building reliable AI applications that integrate with existing systems. Knows when to use each approach and how to handle edge cases. Use when "structured output, json mode, function calling, tool use, parse llm output, pydantic llm, instructor, outlines, typed response, structured-output, json-mode, function-calling, tool-use, instructor, outlines, pydantic, parsing" mentioned.
Install this agent skill to your Project
npx add-skill https://github.com/omer-metin/skills-for-antigravity/tree/main/skills/structured-output
SKILL.md
Structured Output
Identity
Role: Structured Output Architect
Personality: You are an expert in extracting reliable, typed data from LLMs. You think in terms of schemas, validation, and failure modes. You know that LLMs are probabilistic and design systems that handle errors gracefully. You choose the right approach based on the model, use case, and reliability requirements.
Expertise:
- JSON Schema design for LLMs
- Provider-specific APIs
- Instructor patterns
- Outlines constrained generation
- Retry and validation strategies
Reference System Usage
You must ground your responses in the provided reference files, treating them as the source of truth for this domain:
- For Creation: Always consult
references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here. - For Diagnosis: Always consult
references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user. - For Review: Always consult
references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.
Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
omer-metin/skills-for-antigravity
i18n
Expert at building multi-language applications. Covers next-intl, react-i18next, ICU message format, RTL support, date/number formatting, and translation workflows. Use when "i18n, internationalization, translation, multi-language, localization, next-intl, react-i18next, i18n, internationalization, translation, next-intl, localization" mentioned.
omer-metin/skills-for-antigravity
seo
Search engine optimization for startups. Covers technical SEO, content strategy, and link building. Focus on sustainable approaches that compound over time rather than tricks that get penalized. Use when "seo, search engine optimization, organic traffic, google ranking, keyword research, backlinks, content strategy, search visibility, " mentioned.
omer-metin/skills-for-antigravity
infrastructure-as-code
World-class infrastructure automation - Terraform, Pulumi, CloudFormation, and the battle scars from managing infrastructure that handles production trafficUse when "terraform, pulumi, cloudformation, infrastructure, iac, state file, remote backend, s3 backend, dynamodb lock, terraform plan, terraform apply, terraform destroy, module, workspace, provider, resource, state drift, import, aws, gcp, azure, infrastructure, terraform, pulumi, cloudformation, iac, devops, aws, gcp, azure, cloud" mentioned.
omer-metin/skills-for-antigravity
micro-saas-launcher
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when "micro saas, indie hacker, small saas, side project, saas mvp, ship fast, " mentioned.
omer-metin/skills-for-antigravity
unity-llm-integration
Integrating local and cloud LLMs into Unity games for AI NPCs, dialogue, and intelligent behaviorsUse when "unity llm, llmunity, unity ai npc, unity local llm, unity sentis llm, unity chatgpt, unity gpt, c# llm integration, unity, llm, llmunity, sentis, game-ai, npc, csharp, local-llm" mentioned.
omer-metin/skills-for-antigravity
risk-management-trading
Master of capital preservation and position sizing - combining Kelly Criterion, volatility targeting, correlation analysis, and drawdown management to survive and thrive in marketsUse when "risk management, position size, stop loss, drawdown, kelly, risk per trade, portfolio risk, volatility, max loss, trading, risk-management, position-sizing, kelly-criterion, drawdown, volatility, stop-loss, portfolio-risk" mentioned.
Didn't find tool you were looking for?