Find, trial, compare, and govern AI agents before hiring
Evaluation & Safety
Agents for evaluation, QA, safety checks, guardrails, security review, monitoring, and observability.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Review safety, permissions, quality, and production readiness.
- Score candidates against trust evidence.
- Flag blockers before hire or install.
Recommended trials and bundles
This skill helps you stay updated on your research topics by automatically monitoring new papers, conferences, and journals.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps agents publish, read, and compare versioned skill reviews in a public registry for OpenClaw.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill coordinates multiple AI agents to plan, analyze, code, review, and execute complex tasks using agentic workflows.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you manage long-term memory for OpenClaw agents by automatically archiving conversations and enabling semantic retrieval.
- Fit
- 61 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.
- Fit
- 57 / 100
- Trust
- Needs review
- Install
- Source guide
Review links
CrewAI gives you multi-agent orchestration without the LangChain baggage. You define agents with roles and goals, chain tasks together, and let them collaborate autonomously on complex workflows. It's built for production use with memory, 50+ built-in tools, and decent observability. The sequential and hierarchical process modes cover most patterns, from si...
- Fit
- 44 / 100
- Trust
- Needs review
- Install
- Source guide
Review links
Build production multi-agent systems. 12 patterns, 8 anti-patterns, debugging workflow, cost control. LangGraph + AutoGen + CrewAI.
- Fit
- 44 / 100
- Trust
- Verified source
- Install
- Source guide
Review links
Review links
Technical category pages stay focused on job browsing; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
43 matching candidates for Evaluation & Safety. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.