This skill performs a comprehensive agent-native architecture audit by launching parallel sub-agents to score and report gaps against eight core principles.
Find, trial, compare, and govern AI agents before hiring
Data
Connect APIs, databases, warehouses, spreadsheets, analytics, and ETL workflows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Connect a dataset or API to a reusable analysis workflow.
- Evaluate extraction, transformation, and retrieval candidates.
Sandbox-first next steps
Data candidates
Showing 12 of 4771. Adjust filters to narrow the review list without losing job context.
This skill reviews code to ensure agent-native parity, enabling agents to perform every user action and see the same data.
Review links
This skill helps you orchestrate simple parallel tasks and pipelines across sub-agents using spawn, fork, and basic coordination.
Review links
This skill helps you orchestrate sub-agents, write effective prompts, track running agents, and learn from outcomes to improve automation.
Review links
Designs multi-step agent workflows with tool usage, retry logic, state management, and budget controls. Provides orchestration diagrams, tool execution order, fallback strategies, and cost limits. Use for "AI agents", "agentic workflows", "multi-step AI", or "autonomous systems".
Review links
This skill orchestrates complex objectives by decomposing tasks, planning execution, and synthesizing results to deliver unified outcomes across agents.
Review links
This skill helps you decide when to spawn agents versus work directly, enabling parallelism, specialization, and token-efficient workflows.
Review links
This skill orchestrates multi agent PR workflows, automating reviews, tests, and merges to accelerate code delivery.
Review links
This skill enables agents to communicate via events, orchestrate workflows, and autonomously execute multi-step tasks with a robust event bus.
Review links
This skill lets humans and agents manage Agent Republic with a single script, simple credentials, and clear commands for registration, elections, and bots.
Review links
This skill helps secure AI agents by auditing secrets, permissions, API key storage, prompt injection risks, and access patterns in your workspace.
Review links
This skill helps AI agents detect security risks and alert on exposed secrets, unverified skills, and suspicious activity to protect supply chains.
Review links
Review links
Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4771 candidates for Data. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.