{"schemaVersion":"agentstaffer.trial-queue.v0","generatedAt":"2026-10-16T15:54:21.442Z","canonicalUrl":"https://agentstaffer.com/trials.json?q=crewai-multi-agent&sort=trial_readiness","htmlUrl":"https://agentstaffer.com/trials?q=crewai-multi-agent&sort=trial_readiness","crawlerEntrypoints":{"schemaVersion":"agentstaffer.crawler-entrypoints.v1","sourcePath":"/trials.json","purpose":"Cloudflare shows /trials and /trials.json are active follow-on crawler surfaces; use this field to recover GEO orientation before interpreting trial evidence or promotion gates.","cloudflareSignal":{"observedAt":"2026-06-16T17:08:40.021Z","window":{"start":"2026-06-15T17:08:34.785Z","end":"2026-06-16T17:08:34.785Z","label":"June 15, 2026 10:08 PDT to June 16, 2026 10:08 PDT"},"currentTrackedAiSearchRequests":15000,"finding":"Cloudflare shows /market.json, /compare.json, /api/market-lite, and /trials.json remain active, while /llms.txt and /geo.json had zero tracked AI/search requests in the current 24h window."},"requiredOrientation":[{"path":"/llms.txt","url":"https://agentstaffer.com/llms.txt"},{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/agent-visibility.json","url":"https://agentstaffer.com/agent-visibility.json"},{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/ai-crawl-monitor.json","url":"https://agentstaffer.com/ai-crawl-monitor.json"}],"recommendedNextFetches":[{"path":"/promotions.json","url":"https://agentstaffer.com/promotions.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/agents.json","url":"https://agentstaffer.com/agents.json"},{"path":"/resources.json","url":"https://agentstaffer.com/resources.json"},{"path":"/retrieval.json","url":"https://agentstaffer.com/retrieval.json"}],"crawlerSpecificNextFetches":[{"crawler":"Claude-SearchBot / ClaudeBot","fetch":[{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/trials.json","url":"https://agentstaffer.com/trials.json"}]},{"crawler":"OAI-SearchBot","fetch":[{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/answers.json","url":"https://agentstaffer.com/answers.json"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/sitemap.xml","url":"https://agentstaffer.com/sitemap.xml"}]},{"crawler":"ChatGPT-User","fetch":[{"path":"/openai.json","url":"https://agentstaffer.com/openai.json"},{"path":"/llms.txt","url":"https://agentstaffer.com/llms.txt"},{"path":"/answers.json","url":"https://agentstaffer.com/answers.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"},{"path":"/trials.json","url":"https://agentstaffer.com/trials.json"}]},{"crawler":"PerplexityBot","fetch":[{"path":"/perplexity.json","url":"https://agentstaffer.com/perplexity.json"},{"path":"/geo.json","url":"https://agentstaffer.com/geo.json"},{"path":"/retrieval.json","url":"https://agentstaffer.com/retrieval.json"},{"path":"/compare.json","url":"https://agentstaffer.com/compare.json"}]},{"crawler":"Googlebot / GoogleOther","fetch":[{"path":"/sitemap.xml","url":"https://agentstaffer.com/sitemap.xml"},{"path":"/market.json","url":"https://agentstaffer.com/market.json"},{"path":"/resources.json","url":"https://agentstaffer.com/resources.json"}]}],"answerRule":"Use this entrypoint for the immediate task, then fetch the requiredOrientation resources before broad crawling or citing AgentStaffer recommendations."},"count":6,"trialQueue":[{"id":"explainx:skills-davila7-claude-code-templates-crewai-multi-agent","slug":"explainx-crewai-multi-agent","name":"crewai-multi-agent","type":"skill","source":"explainx","status":"pending","summary":"Autonomous multi-agent orchestration framework for collaborative AI teams solving complex tasks. \\n \\n Role-based agents with goals, backstories, and autonom…","profileUrl":"https://agentstaffer.com/skills/explainx-crewai-multi-agent","fitScore":61,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/profile.json","installJson":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/install.json","trustJson":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/trial.json"},"queueRank":1,"recommendation":{"label":"Needs review","score":61},"trialPriority":81,"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"],"runUrl":"https://agentstaffer.com/skills/explainx-crewai-multi-agent#trial","runPath":"/skills/explainx-crewai-multi-agent#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"explainx:skills-davila7-claude-code-templates-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required","text":"MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs."},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required","text":"Local terminal: A CLI path is visible, but the exact command must be verified from source."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","Local terminal: A CLI path is visible, but the exact command must be verified from source.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/explainx-crewai-multi-agent/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"explainx:skills-davila7-claude-code-templates-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"MCP ready","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required"},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required","text":"MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs."},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required","text":"Local terminal: A CLI path is visible, but the exact command must be verified from source."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","Local terminal: A CLI path is visible, but the exact command must be verified from source.","License review: License metadata is missing from the current public profile."]}}},{"id":"remoteopenclaw:skills-davila7-claude-code-templates-crewai-multi-agent","slug":"remoteopenclaw-crewai-multi-agent","name":"crewai-multi-agent","type":"skill","source":"remoteopenclaw","status":"pending","summary":"Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies for lean, fast execution.","profileUrl":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent","fitScore":44,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/profile.json","installJson":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/install.json","trustJson":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/trust.json","trialJson":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/trial.json"},"queueRank":2,"recommendation":{"label":"Needs review","score":44},"trialPriority":64,"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"],"runUrl":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent#trial","runPath":"/skills/remoteopenclaw-crewai-multi-agent#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"remoteopenclaw:skills-davila7-claude-code-templates-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/remoteopenclaw-crewai-multi-agent/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"remoteopenclaw:skills-davila7-claude-code-templates-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"Source guide","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","License review: License metadata is missing from the current public profile."]}}},{"id":"claudemarketplaces:skills-orchestra-research-ai-research-skills-crewai-multi-agent","slug":"claudemarketplaces-crewai-multi-agent","name":"crewai-multi-agent","type":"skill","source":"claudemarketplaces","status":"pending","summary":"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...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent","fitScore":44,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/trial.json"},"queueRank":3,"recommendation":{"label":"Needs review","score":44},"trialPriority":64,"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"],"runUrl":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent#trial","runPath":"/skills/claudemarketplaces-crewai-multi-agent#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-orchestra-research-ai-research-skills-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-crewai-multi-agent/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"claudemarketplaces:skills-orchestra-research-ai-research-skills-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"Source guide","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","License review: License metadata is missing from the current public profile."]}}},{"id":"mcpservers:agent-skills-firecrawl-crewai-multi-agent","slug":"mcpservers-crewai-multi-agent","name":"crewai-multi-agent","type":"skill","source":"mcpservers","status":"pending","summary":"Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you…","profileUrl":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent","fitScore":61,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/install.json","trustJson":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/trial.json"},"queueRank":4,"recommendation":{"label":"Needs review","score":61},"trialPriority":81,"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"],"runUrl":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent#trial","runPath":"/skills/mcpservers-crewai-multi-agent#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"mcpservers:agent-skills-firecrawl-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required","text":"MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs."},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required","text":"Local terminal: A CLI path is visible, but the exact command must be verified from source."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","Local terminal: A CLI path is visible, but the exact command must be verified from source.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/mcpservers-crewai-multi-agent/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"mcpservers:agent-skills-firecrawl-crewai-multi-agent","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"MCP ready","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required"},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"mcp-client","label":"MCP-capable client","detail":"Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","severity":"required","text":"MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs."},{"id":"terminal","label":"Local terminal","detail":"A CLI path is visible, but the exact command must be verified from source.","severity":"required","text":"Local terminal: A CLI path is visible, but the exact command must be verified from source."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","MCP-capable client: Use Claude Desktop, Cursor, VS Code, or another client that can load MCP server configs.","Local terminal: A CLI path is visible, but the exact command must be verified from source.","License review: License metadata is missing from the current public profile."]}}},{"id":"huggingface:space:matosb/crewai-multi-agent-v1","slug":"huggingface-matosb-crewai-multi-agent-v1","name":"matosb/crewai-multi-agent-v1","type":"agent","source":"huggingface","status":"pending","summary":"docker","profileUrl":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1","fitScore":27,"roleFamily":"Multi-agent Orchestration","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/trial.json"},"queueRank":5,"recommendation":{"label":"Needs review","score":27},"trialPriority":47,"trial":{"title":"Run a sandbox capability trial","input":"Ask the agent to complete one narrow task that reflects your intended use, using public or mock data only.","expectedOutput":"A useful result, clear assumptions, visible limitations, and enough evidence for a human evaluation.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Completes the narrow task","Explains limits","Requires minimal privileges","Produces reviewable evidence"],"runUrl":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1#trial","runPath":"/agents/huggingface-matosb-crewai-multi-agent-v1#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:space:matosb/crewai-multi-agent-v1","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional","text":"Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-matosb-crewai-multi-agent-v1/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"huggingface:space:matosb/crewai-multi-agent-v1","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"Source guide","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional","text":"Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","License review: License metadata is missing from the current public profile."]}}},{"id":"huggingface:space:ayushhgface25/crewai-multi-agent-news-research-tool","slug":"huggingface-ayushhgface25-crewai-multi-agent-news-research-tool","name":"ayushhgface25/CrewAI-Multi-Agent-News-Research-Tool","type":"tool","source":"huggingface","status":"pending","summary":"docker","profileUrl":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool","fitScore":23,"roleFamily":"Multi-agent Orchestration","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/trial.json"},"queueRank":6,"recommendation":{"label":"Needs review","score":23},"trialPriority":43,"trial":{"title":"Run a sandbox capability trial","input":"Ask the agent to complete one narrow task that reflects your intended use, using public or mock data only.","expectedOutput":"A useful result, clear assumptions, visible limitations, and enough evidence for a human evaluation.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Completes the narrow task","Explains limits","Requires minimal privileges","Produces reviewable evidence"],"runUrl":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool#trial","runPath":"/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:space:ayushhgface25/crewai-multi-agent-news-research-tool","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}},"launchPacket":{"schemaVersion":"agentstaffer.trial-launch-packet-lite.v1","requiredPermissions":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional","text":"Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-ayushhgface25-crewai-multi-agent-news-research-tool/install.json","passed":true},{"id":"sandbox","label":"Use sandbox data","passed":true}],"promotionGates":[{"id":"install","label":"Install path reviewed","passed":true},{"id":"trust","label":"Trust evidence reviewed","passed":false},{"id":"trial","label":"Sandbox trial recorded","passed":false}],"stopConditions":["Install asks for production credentials or broad write access.","Source or package cannot be verified from profile evidence."],"createRequest":{"endpoint":"https://agentstaffer.com/api/actions/run-trial","method":"POST","body":{"listingId":"huggingface:space:ayushhgface25/crewai-multi-agent-news-research-tool","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"Source guide","topRisk":{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"permissionSummary":{"schemaVersion":"agentstaffer.trial-requirements.v1","principle":"Use the smallest sandbox permission set needed for the first reversible trial.","requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required","text":"Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."},{"id":"container","label":"Container runtime","detail":"Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","severity":"conditional","text":"Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial."},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review","text":"License review: License metadata is missing from the current public profile."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.","Container runtime: Docker or Kubernetes appears in metadata. Confirm the runtime before trial.","License review: License metadata is missing from the current public profile."]}}}],"recentRuns":[],"pagination":{"page":1,"pageSize":24,"totalItems":6,"totalPages":1,"nextPageUrl":null,"prevPageUrl":null},"filters":{"q":"crewai-multi-agent","type":null,"role":null,"protocol":null,"trust":null,"install":null,"source":null,"status":null,"sort":"trial_readiness"},"availableFilters":{"roles":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"},{"id":"computer-use-desktop","label":"Computer Use & Desktop"},{"id":"business-operations","label":"Business Operations"},{"id":"data-integrations","label":"Data & Integrations"},{"id":"evaluation-safety","label":"Evaluation & Safety"},{"id":"model-inference","label":"Models & Inference"},{"id":"general-agent","label":"General Agent"}],"protocols":[{"value":"cli","label":"CLI (2)"},{"value":"http","label":"HTTP (2)"},{"value":"mcp","label":"MCP (2)"}],"trust":[{"value":"needs-review","label":"Needs review (6)"}],"install":[{"value":"source-guide","label":"Source guide (4)"},{"value":"mcp-ready","label":"MCP ready (2)"}],"sources":[{"value":"huggingface","label":"huggingface (2)"},{"value":"claudemarketplaces","label":"claudemarketplaces (1)"},{"value":"explainx","label":"explainx (1)"},{"value":"mcpservers","label":"mcpservers (1)"},{"value":"remoteopenclaw","label":"remoteopenclaw (1)"}],"types":[{"value":"skill","label":"skill (4)"},{"value":"agent","label":"agent (1)"},{"value":"tool","label":"tool (1)"}],"sortModes":["relevance","trust","updated","popularity","install_readiness","trial_readiness"]},"launchProtocol":{"schemaVersion":"agentstaffer.trial-launch-packet.v1","location":"trialQueue[].launchPacket","permissionsLocation":"trialQueue[].safety.permissionSummary","rule":"Use launchPacket.preflightGates and launchPacket.stopConditions before calling launchPacket.createRequest.","promotionRule":"Do not promote or hire until launchPacket.promotionGates are clear or explicitly accepted by a human reviewer."},"visibleRetrievalSpine":[{"step":"01","label":"llms.txt","href":"/llms.txt","note":"Site policy and safety context"},{"step":"02","label":"trials.json","href":"/trials.json?q=crewai-multi-agent&sort=trial_readiness","note":"Action queue and page contract"},{"step":"03","label":"profile HTML","href":"/skills/explainx-crewai-multi-agent","note":"Human decision summary"},{"step":"04","label":"profile package","href":"/skills/explainx-crewai-multi-agent/profile.json","note":"Fetch all 9 required finalist resources","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"]}],"profileResourceContract":{"schemaVersion":"agentstaffer.profile-resource-contract.v1","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"]},"retrievalHints":["Use trialQueue[].trial before recommending hire or production installation.","Use trialQueue[].safety.permissionSummary.humanReadable when explaining first-run permissions to a human.","Use trialQueue[].launchPacket as the copyable trial launch contract for humans and AI agents.","POST to /api/actions/run-trial with trialQueue[].trial.createBody to create a public trial result.","Fetch trialQueue[].urls.profileJson (profile.json) and trialQueue[].urls.installJson (install.json) for the full dossier and install payloads.","Use recentRuns[] as auditable evidence of completed or blocked sandbox evaluations."],"links":{"trials":"https://agentstaffer.com/trials?q=crewai-multi-agent&sort=trial_readiness","trialsJson":"https://agentstaffer.com/trials.json?q=crewai-multi-agent&sort=trial_readiness","compare":"https://agentstaffer.com/compare","promotions":"https://agentstaffer.com/promotions","jobMatcher":"https://agentstaffer.com/job-matcher","openApi":"https://agentstaffer.com/openapi.json","llmsTxt":"https://agentstaffer.com/llms.txt","geoJson":"https://agentstaffer.com/geo.json","agentVisibilityJson":"https://agentstaffer.com/agent-visibility.json","aiCrawlMonitorJson":"https://agentstaffer.com/ai-crawl-monitor.json"}}