Pesquisa e Web

Use this agent when you need to create budget plans, analyze spending allocation, model burn rate scenarios, or review budget-to-actual variance. Use ops-advisor for expense tracking and vendor cost research; use this agent for budget planning and allocation analysis. Use cfo for cross-cutting financial strategy.

연구 논문(PDF/arXiv URL)을 분석하여 실행 가능한 코드로 변환합니다. 논문 복제, 알고리즘 구현, 연구 재현 요청 시 자동으로 활성화됩니다. "이 논문 구현해줘", "paper2code", "논문 코드로 변환" 등의 요청에 반응합니다.

Use this agent when you need to research domains, hosting providers, tools, or find cost optimization opportunities. Use ops-advisor for the expense ledger; use ops-provisioner for account setup; use coo for cross-cutting operations strategy; use this agent for live research and price comparison.

Use this agent when you need to understand the historical context of code changes, trace code pattern origins, or analyze commit history patterns. Unlike repo-research-analyst (repo structure and docs), this agent focuses on git log archaeology.

Construction document review with PE judgment — RFI research, submittal analysis, coordination checking, scope gap detection. Use when reviewing drawings, specs, submittals, or RFIs. Triggers: 'review', 'coordination', 'what's missing'.

Utilize para validação de hipóteses de startups de alto nível, ajudando a descartar ou refinar ideias, identificar ICP, necessidades, demanda, sinais de monetização, diferenciais e caminhos de GTM, usando o prompt de pesquisa russo integrado.

Habilidade essencial para ferramentas de pesquisa aprofundada e escrita. Redige manuscritos científicos em parágrafos completos, utilizando um processo de duas etapas: criação de esboços com pontos-chave e conversão para prosa fluida, seguindo a estrutura IMRAD e diretrizes de citação e relatórios.

Orchestrates the operations domain -- assesses operational posture, recommends actions, and delegates to specialist agents (ops-advisor, ops-research, ops-provisioner). Use individual operations agents for focused tasks; use this agent for cross-cutting operations strategy and multi-agent coordination. Use cfo for financial analysis and budgeting.

Aplica os princípios de autoresearch de Karpathy para iteração autônoma e direcionada a objetivos em qualquer tarefa. Modifica, verifica e repete automaticamente até que um objetivo especificado seja alcançado, com suporte para contagem opcional de loops.

This skill should be used when performing content strategy analysis, keyword research, content auditing, content gap analysis, or AI agent consumability auditing. Sub-commands: auditing, planning, applying fixes.

Use this agent when you need recurring competitive landscape monitoring and market research reports. After producing the base report, it cascades to 4 specialist agents (growth-strategist, pricing-strategist, deal-architect, programmatic-seo-specialist) to refresh downstream artifacts. Use business-validator for one-time idea validation; use this agent for ongoing competitor tracking.

Invoke when the user wants to brainstorm game ideas, explore concepts, run structured ideation, or develop a new game concept from scratch. Triggers on: "game idea", "brainstorm", "concept", "ideation", "what if", "game concept", "pitch". Do NOT invoke for reviewing existing designs (use game-design-review) or market analysis (use game-market-research). Part of the AlterLab GameForge collection.