{"schemaVersion":"agentstaffer.trial-queue.v0","generatedAt":"2026-10-23T15:14:06.547Z","canonicalUrl":"https://agentstaffer.com/trials.json?q=AgentScope&sort=trial_readiness","htmlUrl":"https://agentstaffer.com/trials?q=AgentScope&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":30,"trialQueue":[{"id":"playbooks:skills-muranustb-skills-create-skills-agent-create","slug":"playbooks-agent-create-skill-by-muranustb-skills-create-skills","name":"agent-create skill by muranustb/skills-create_skills","type":"skill","source":"playbooks","status":"pending","summary":"专业的 AI Agent 开发助手，支持 LangGraph、AgentScope、DeepAgent、AutoGen、CrewAI 等主流框架的完整开发流程","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills","fitScore":61,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/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/playbooks-agent-create-skill-by-muranustb-skills-create-skills#trial","runPath":"/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"playbooks:skills-muranustb-skills-create-skills-agent-create","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/playbooks-agent-create-skill-by-muranustb-skills-create-skills/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/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":"playbooks:skills-muranustb-skills-create-skills-agent-create","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":"playbooks:skills-agentscope-ai-agentscope-java-agentscope-java","slug":"playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java","name":"agentscope-java skill by agentscope-ai/agentscope-java","type":"skill","source":"playbooks","status":"pending","summary":"This skill helps you implement reactive Java agents with AgentScope, ensuring non-blocking pipelines, tool integration, and production-ready multi-agent","profileUrl":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java","fitScore":61,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/trial.json"},"queueRank":2,"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/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java#trial","runPath":"/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"playbooks:skills-agentscope-ai-agentscope-java-agentscope-java","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/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/playbooks-agentscope-java-skill-by-agentscope-ai-agentscope-java/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":"playbooks:skills-agentscope-ai-agentscope-java-agentscope-java","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":"playbooks:skills-microck-ordinary-claude-skills-analyzing-agentscope-library","slug":"playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills","name":"analyzing-agentscope-library skill by microck/ordinary-claude-skills","type":"skill","source":"playbooks","status":"pending","summary":"This skill helps you retrieve and analyze information from the AgentScope library for quick guidance and decision support.","profileUrl":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills","fitScore":61,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/trial.json"},"queueRank":3,"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/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills#trial","runPath":"/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"playbooks:skills-microck-ordinary-claude-skills-analyzing-agentscope-library","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/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/playbooks-analyzing-agentscope-library-skill-by-microck-ordinary-claude-skills/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":"playbooks:skills-microck-ordinary-claude-skills-analyzing-agentscope-library","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":"playbooks:skills-agentscope-ai-agentscope-java-writing-skill","slug":"playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java","name":"writing-skill skill by agentscope-ai/agentscope-java","type":"skill","source":"playbooks","status":"pending","summary":"This skill helps you write and edit content, improve style, and polish prose across articles, blogs, and marketing materials.","profileUrl":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java","fitScore":55,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/trial.json"},"queueRank":4,"recommendation":{"label":"Needs review","score":55},"trialPriority":75,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java#trial","runPath":"/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"playbooks:skills-agentscope-ai-agentscope-java-writing-skill","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/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/playbooks-writing-skill-skill-by-agentscope-ai-agentscope-java/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":"playbooks:skills-agentscope-ai-agentscope-java-writing-skill","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":"playbooks:skills-agentscope-ai-agentscope-java-calculation-skill","slug":"playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java","name":"calculation-skill skill by agentscope-ai/agentscope-java","type":"skill","source":"playbooks","status":"pending","summary":"This skill helps perform mathematical calculations including basic arithmetic, advanced functions, and statistical analysis to support computational tasks.","profileUrl":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java","fitScore":61,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/trial.json"},"queueRank":5,"recommendation":{"label":"Needs review","score":61},"trialPriority":81,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java#trial","runPath":"/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"playbooks:skills-agentscope-ai-agentscope-java-calculation-skill","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/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/playbooks-calculation-skill-skill-by-agentscope-ai-agentscope-java/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":"playbooks:skills-agentscope-ai-agentscope-java-calculation-skill","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":"aiagentstore:ai-agent-agentscope","slug":"aiagentstore-agentscope","name":"AgentScope","type":"agent","source":"aiagentstore","status":"pending","summary":"Open‑source multi‑agent framework with drag‑and‑drop UI, distributed execution, tool calls, and fault tolerance.","profileUrl":"https://agentstaffer.com/mcp/aiagentstore-agentscope","fitScore":55,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/mcp/aiagentstore-agentscope/profile.json","installJson":"https://agentstaffer.com/mcp/aiagentstore-agentscope/install.json","trustJson":"https://agentstaffer.com/mcp/aiagentstore-agentscope/trust.json","trialJson":"https://agentstaffer.com/mcp/aiagentstore-agentscope/trial.json"},"queueRank":6,"recommendation":{"label":"Needs review","score":55},"trialPriority":75,"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/mcp/aiagentstore-agentscope#trial","runPath":"/mcp/aiagentstore-agentscope#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"aiagentstore:ai-agent-agentscope","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":"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.","License review: License metadata is missing from the current public profile."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/mcp/aiagentstore-agentscope/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/mcp/aiagentstore-agentscope/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":"aiagentstore:ai-agent-agentscope","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":"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":"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.","License review: License metadata is missing from the current public profile."]}}},{"id":"claudemarketplaces:skills-agentscope-ai-openjudge-mmx-cli","slug":"claudemarketplaces-mmx-cli","name":"mmx-cli","type":"skill","source":"claudemarketplaces","status":"pending","summary":"This is a Swiss Army knife for MiniMax's AI platform: text, images, video, speech synthesis with 300+ voices, and music generation all from one CLI. You'll reach for it when you need to prototype multimedia workflows or automate content pipelines without juggling multiple APIs. The speech-2.8-hd model and music-2.6 engine (lyrics, covers, instrumentals) are...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli","fitScore":64,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli/trial.json"},"queueRank":7,"recommendation":{"label":"Needs review","score":64},"trialPriority":84,"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-mmx-cli#trial","runPath":"/skills/claudemarketplaces-mmx-cli#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-mmx-cli","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":"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.","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/claudemarketplaces-mmx-cli/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-mmx-cli/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-agentscope-ai-openjudge-mmx-cli","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"CLI likely","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":"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":"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.","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":"claudemarketplaces:skills-agentscope-ai-openjudge-auto-arena","slug":"claudemarketplaces-auto-arena","name":"auto-arena","type":"skill","source":"claudemarketplaces","status":"pending","summary":"Need to compare multiple LLMs or agents but don't have test data ready? This generates test queries from your task description, collects responses from all your endpoints, creates evaluation rubrics on the fly, then runs pairwise comparisons with position-bias swapping to produce win-rate rankings. It's built on OpenJudge's AutoArenaPipeline and handles the...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena","fitScore":59,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena/trial.json"},"queueRank":8,"recommendation":{"label":"Needs review","score":59},"trialPriority":79,"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-auto-arena#trial","runPath":"/skills/claudemarketplaces-auto-arena#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-auto-arena","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-auto-arena/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-auto-arena/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-agentscope-ai-openjudge-auto-arena","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-agentscope-ai-openjudge-paper-review","slug":"claudemarketplaces-paper-review","name":"paper-review","type":"skill","source":"claudemarketplaces","status":"pending","summary":"This is a multi-stage academic paper reviewer that runs OpenJudge's pipeline on PDFs or LaTeX sources. It checks for mathematical errors, scores papers 1-6 on quality and novelty, verifies BibTeX entries against CrossRef and arXiv, and outputs a structured markdown report. Covers 10 disciplines from computer science to social sciences. The pipeline uses vis...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-paper-review","fitScore":53,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-paper-review/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-paper-review/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-paper-review/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-paper-review/trial.json"},"queueRank":9,"recommendation":{"label":"Needs review","score":53},"trialPriority":73,"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-paper-review#trial","runPath":"/skills/claudemarketplaces-paper-review#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-paper-review","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-paper-review/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-paper-review/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-agentscope-ai-openjudge-paper-review","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-agentscope-ai-openjudge-rl-reward","slug":"claudemarketplaces-rl-reward","name":"rl-reward","type":"skill","source":"claudemarketplaces","status":"pending","summary":"This handles the reward signal plumbing for RLHF and RLAIF workflows using the OpenJudge library. You get a clear decision tree upfront: pointwise rewards for verifiable tasks like code or math, pairwise tournaments for subjective stuff like instruction following, and pairwise comparisons when you need preference pairs for DPO. The tournament approach for G...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward","fitScore":53,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward/trial.json"},"queueRank":10,"recommendation":{"label":"Needs review","score":53},"trialPriority":73,"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-rl-reward#trial","runPath":"/skills/claudemarketplaces-rl-reward#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-rl-reward","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-rl-reward/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-rl-reward/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-agentscope-ai-openjudge-rl-reward","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-agentscope-ai-openjudge-find-skills-combo","slug":"claudemarketplaces-find-skills-combo","name":"Find Skills Combo","type":"skill","source":"claudemarketplaces","status":"pending","summary":"Most skill searches assume you need one thing, but real work usually needs three or four capabilities stitched together. This skill takes a complex ask like \"bu","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo","fitScore":51,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo/trial.json"},"queueRank":11,"recommendation":{"label":"Needs review","score":51},"trialPriority":71,"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-find-skills-combo#trial","runPath":"/skills/claudemarketplaces-find-skills-combo#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-find-skills-combo","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-find-skills-combo/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-find-skills-combo/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-agentscope-ai-openjudge-find-skills-combo","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-agentscope-ai-openjudge-ref-hallucination-arena","slug":"claudemarketplaces-ref-hallucination-arena","name":"ref-hallucination-arena","type":"skill","source":"claudemarketplaces","status":"pending","summary":"This benchmark verifies whether LLMs are citing real academic papers or making them up. It hits Crossref, PubMed, arXiv, and DBLP to check every reference your model returns, then scores hallucination rate, per-field accuracy (title, author, year, DOI), and discipline breakdown. You can run it with or without tool augmentation (ReAct plus web search). The p...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena","fitScore":51,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena/trial.json"},"queueRank":12,"recommendation":{"label":"Needs review","score":51},"trialPriority":71,"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-ref-hallucination-arena#trial","runPath":"/skills/claudemarketplaces-ref-hallucination-arena#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-ref-hallucination-arena","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-ref-hallucination-arena/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-ref-hallucination-arena/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-agentscope-ai-openjudge-ref-hallucination-arena","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-agentscope-ai-openjudge-bib-verify","slug":"claudemarketplaces-bib-verify","name":"bib-verify","type":"skill","source":"claudemarketplaces","status":"pending","summary":"Checks every entry in your BibTeX file against CrossRef, arXiv, and DBLP to catch hallucinated or fabricated citations. You get a three-tier verdict per reference: verified, suspect (field mismatches), or not found. The report breaks down exactly what's wrong at the field level, which is helpful when you're reviewing AI-generated bibliographies or auditing...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify","fitScore":62,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify/trial.json"},"queueRank":13,"recommendation":{"label":"Needs review","score":62},"trialPriority":82,"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-bib-verify#trial","runPath":"/skills/claudemarketplaces-bib-verify#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-bib-verify","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":"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.","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/claudemarketplaces-bib-verify/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-bib-verify/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-agentscope-ai-openjudge-bib-verify","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"Needs review","installReadiness":"CLI likely","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":"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":"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.","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":"claudemarketplaces:skills-agentscope-ai-openjudge-claude-authenticity","slug":"claudemarketplaces-claude-authenticity","name":"claude-authenticity","type":"skill","source":"claudemarketplaces","status":"pending","summary":"This is a self-contained Python script that runs nine weighted checks to detect whether an API endpoint actually serves genuine Claude or just wraps someone else's model. It mirrors the claude-verify project's methodology, looking for signature fields, extended thinking blocks, cache_creation tokens, and identity keywords that real Claude returns but wrappe...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity","fitScore":56,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity/trial.json"},"queueRank":14,"recommendation":{"label":"Needs review","score":56},"trialPriority":76,"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-claude-authenticity#trial","runPath":"/skills/claudemarketplaces-claude-authenticity#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-claude-authenticity","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-claude-authenticity/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-claude-authenticity/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-agentscope-ai-openjudge-claude-authenticity","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-agentscope-ai-openjudge-openjudge","slug":"claudemarketplaces-openjudge","name":"openjudge","type":"skill","source":"claudemarketplaces","status":"pending","summary":"If you're building LLM evaluation pipelines, this wraps the OpenJudge framework into something Claude can use directly. You get pre-built graders for correctness, hallucination, and relevance, plus the ability to define custom scoring functions or use other LLMs as judges. The GradingRunner handles batch evaluation with configurable concurrency, and you can...","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-openjudge","fitScore":48,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/claudemarketplaces-openjudge/profile.json","installJson":"https://agentstaffer.com/skills/claudemarketplaces-openjudge/install.json","trustJson":"https://agentstaffer.com/skills/claudemarketplaces-openjudge/trust.json","trialJson":"https://agentstaffer.com/skills/claudemarketplaces-openjudge/trial.json"},"queueRank":15,"recommendation":{"label":"Needs review","score":48},"trialPriority":68,"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-openjudge#trial","runPath":"/skills/claudemarketplaces-openjudge#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"claudemarketplaces:skills-agentscope-ai-openjudge-openjudge","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-openjudge/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/claudemarketplaces-openjudge/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-agentscope-ai-openjudge-openjudge","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":"smithery:skills-agentscope-ai-a2ui-response-generator","slug":"smithery-a2ui-response-generator","name":"A2ui Response Generator","type":"skill","source":"smithery","status":"pending","summary":"A2ui Response Generator is a Smithery skill listing by agentscope-ai.","profileUrl":"https://agentstaffer.com/skills/smithery-a2ui-response-generator","fitScore":37,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/smithery-a2ui-response-generator/profile.json","installJson":"https://agentstaffer.com/skills/smithery-a2ui-response-generator/install.json","trustJson":"https://agentstaffer.com/skills/smithery-a2ui-response-generator/trust.json","trialJson":"https://agentstaffer.com/skills/smithery-a2ui-response-generator/trial.json"},"queueRank":16,"recommendation":{"label":"Needs review","score":37},"trialPriority":57,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/skills/smithery-a2ui-response-generator#trial","runPath":"/skills/smithery-a2ui-response-generator#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"smithery:skills-agentscope-ai-a2ui-response-generator","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/smithery-a2ui-response-generator/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/smithery-a2ui-response-generator/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":"smithery:skills-agentscope-ai-a2ui-response-generator","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":"smithery:skills-agentscope-ai-agentscope-java","slug":"smithery-agentscope-java","name":"Agentscope Java","type":"skill","source":"smithery","status":"pending","summary":"Agentscope Java is a Smithery skill listing by agentscope-ai.","profileUrl":"https://agentstaffer.com/skills/smithery-agentscope-java","fitScore":35,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/smithery-agentscope-java/profile.json","installJson":"https://agentstaffer.com/skills/smithery-agentscope-java/install.json","trustJson":"https://agentstaffer.com/skills/smithery-agentscope-java/trust.json","trialJson":"https://agentstaffer.com/skills/smithery-agentscope-java/trial.json"},"queueRank":17,"recommendation":{"label":"Needs review","score":35},"trialPriority":55,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/skills/smithery-agentscope-java#trial","runPath":"/skills/smithery-agentscope-java#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"smithery:skills-agentscope-ai-agentscope-java","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/smithery-agentscope-java/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/smithery-agentscope-java/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":"smithery:skills-agentscope-ai-agentscope-java","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":"smithery:skills-agentscope-ai-writing-skill","slug":"smithery-writing-skill","name":"Writing Skill","type":"skill","source":"smithery","status":"pending","summary":"Writing Skill is a Smithery skill listing by agentscope-ai.","profileUrl":"https://agentstaffer.com/skills/smithery-writing-skill","fitScore":35,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/smithery-writing-skill/profile.json","installJson":"https://agentstaffer.com/skills/smithery-writing-skill/install.json","trustJson":"https://agentstaffer.com/skills/smithery-writing-skill/trust.json","trialJson":"https://agentstaffer.com/skills/smithery-writing-skill/trial.json"},"queueRank":18,"recommendation":{"label":"Needs review","score":35},"trialPriority":55,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/skills/smithery-writing-skill#trial","runPath":"/skills/smithery-writing-skill#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"smithery:skills-agentscope-ai-writing-skill","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/smithery-writing-skill/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/skills/smithery-writing-skill/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":"smithery:skills-agentscope-ai-writing-skill","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":"github:agentscope-ai/agentscope","slug":"github-agentscope-ai-agentscope","name":"agentscope-ai/agentscope","type":"model","source":"github","status":"pending","summary":"Build and run agents you can see, understand and trust.","profileUrl":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope","fitScore":52,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/profile.json","installJson":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/install.json","trustJson":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/trust.json","trialJson":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/trial.json"},"queueRank":19,"recommendation":{"label":"Needs review","score":52},"trialPriority":72,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope#trial","runPath":"/mcp/github-agentscope-ai-agentscope#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"github:agentscope-ai/agentscope","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."}],"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."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/mcp/github-agentscope-ai-agentscope/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":true},{"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":"github:agentscope-ai/agentscope","reviewer":"Trial reviewer","notes":"Sandbox run using mock data."}}},"safety":{"trustTier":"High traction","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"}],"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."}],"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."]}}},{"id":"github:agentscope-ai/agentscope-studio","slug":"github-agentscope-ai-agentscope-studio","name":"agentscope-ai/agentscope-studio","type":"model","source":"github","status":"pending","summary":"A development-oriented visualization toolkit","profileUrl":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio","fitScore":30,"roleFamily":"Workflow Automation","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/profile.json","installJson":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/install.json","trustJson":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/trust.json","trialJson":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/trial.json"},"queueRank":20,"recommendation":{"label":"Needs review","score":30},"trialPriority":50,"trial":{"title":"Run a dry-run workflow trial","input":"Connect the workflow to mock inputs and ask it to produce a trace without touching production systems.","expectedOutput":"A step-by-step run log with inputs, outputs, failures, and rollback notes.","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":["Shows observable steps","Handles failure paths","Documents required credentials","Can run without side effects"],"runUrl":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio#trial","runPath":"/agents/github-agentscope-ai-agentscope-studio#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"github:agentscope-ai/agentscope-studio","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."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."]},"preflightGates":[{"id":"profile","label":"Profile record","href":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/github-agentscope-ai-agentscope-studio/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":"github:agentscope-ai/agentscope-studio","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"}],"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."}],"humanReadable":["Sandbox workspace: Run the first trial in a throwaway directory or isolated environment."]}}},{"id":"huggingface:model:agentscope-ai/qwenpaw-flash-9b","slug":"huggingface-agentscope-ai-qwenpaw-flash-9b","name":"agentscope-ai/QwenPaw-Flash-9B","type":"model","source":"huggingface","status":"pending","summary":"","profileUrl":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b","fitScore":24,"roleFamily":"Models & Inference","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/trial.json"},"queueRank":21,"recommendation":{"label":"Needs review","score":24},"trialPriority":44,"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-agentscope-ai-qwenpaw-flash-9b#trial","runPath":"/agents/huggingface-agentscope-ai-qwenpaw-flash-9b#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:model:agentscope-ai/qwenpaw-flash-9b","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/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b/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:model:agentscope-ai/qwenpaw-flash-9b","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":"huggingface:model:agentscope-ai/qwenpaw-flash-9b-q8_0","slug":"huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0","name":"agentscope-ai/QwenPaw-Flash-9B-Q8_0","type":"model","source":"huggingface","status":"pending","summary":"","profileUrl":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0","fitScore":22,"roleFamily":"Models & Inference","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/trial.json"},"queueRank":22,"recommendation":{"label":"Needs review","score":22},"trialPriority":42,"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-agentscope-ai-qwenpaw-flash-9b-q8-0#trial","runPath":"/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:model:agentscope-ai/qwenpaw-flash-9b-q8_0","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/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-9b-q8-0/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:model:agentscope-ai/qwenpaw-flash-9b-q8_0","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":"huggingface:model:bartowski/agentscope-ai_copaw-flash-9b-gguf","slug":"huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf","name":"bartowski/agentscope-ai_CoPaw-Flash-9B-GGUF","type":"model","source":"huggingface","status":"pending","summary":"image-text-to-text","profileUrl":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf","fitScore":26,"roleFamily":"Models & Inference","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/trial.json"},"queueRank":23,"recommendation":{"label":"Needs review","score":26},"trialPriority":46,"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-bartowski-agentscope-ai-copaw-flash-9b-gguf#trial","runPath":"/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:model:bartowski/agentscope-ai_copaw-flash-9b-gguf","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/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-bartowski-agentscope-ai-copaw-flash-9b-gguf/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:model:bartowski/agentscope-ai_copaw-flash-9b-gguf","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":"huggingface:model:agentscope-ai/qwenpaw-flash-4b","slug":"huggingface-agentscope-ai-qwenpaw-flash-4b","name":"agentscope-ai/QwenPaw-Flash-4B","type":"model","source":"huggingface","status":"pending","summary":"","profileUrl":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b","fitScore":21,"roleFamily":"Models & Inference","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/profile.json","installJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/install.json","trustJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/trust.json","trialJson":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/trial.json"},"queueRank":24,"recommendation":{"label":"Needs review","score":21},"trialPriority":41,"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-agentscope-ai-qwenpaw-flash-4b#trial","runPath":"/agents/huggingface-agentscope-ai-qwenpaw-flash-4b#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"huggingface:model:agentscope-ai/qwenpaw-flash-4b","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/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/profile.json","passed":true},{"id":"install","label":"Setup guide","href":"https://agentstaffer.com/agents/huggingface-agentscope-ai-qwenpaw-flash-4b/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:model:agentscope-ai/qwenpaw-flash-4b","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."]}}}],"recentRuns":[],"pagination":{"page":1,"pageSize":24,"totalItems":30,"totalPages":2,"nextPageUrl":"https://agentstaffer.com/trials.json?q=AgentScope&sort=trial_readiness&page=2","prevPageUrl":null},"filters":{"q":"AgentScope","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":"http","label":"HTTP (8)"},{"value":"cli","label":"CLI (7)"},{"value":"mcp","label":"MCP (7)"},{"value":"sdk","label":"SDK (1)"}],"trust":[{"value":"needs-review","label":"Needs review (23)"},{"value":"high-traction","label":"High traction (1)"}],"install":[{"value":"source-guide","label":"Source guide (15)"},{"value":"mcp-ready","label":"MCP ready (7)"},{"value":"cli-likely","label":"CLI likely (2)"}],"sources":[{"value":"claudemarketplaces","label":"claudemarketplaces (9)"},{"value":"playbooks","label":"playbooks (5)"},{"value":"huggingface","label":"huggingface (4)"},{"value":"smithery","label":"smithery (3)"},{"value":"github","label":"github (2)"},{"value":"aiagentstore","label":"aiagentstore (1)"}],"types":[{"value":"skill","label":"skill (17)"},{"value":"model","label":"model (6)"},{"value":"agent","label":"agent (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=AgentScope&sort=trial_readiness","note":"Action queue and page contract"},{"step":"03","label":"profile HTML","href":"/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills","note":"Human decision summary"},{"step":"04","label":"profile package","href":"/skills/playbooks-agent-create-skill-by-muranustb-skills-create-skills/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=AgentScope&sort=trial_readiness","trialsJson":"https://agentstaffer.com/trials.json?q=AgentScope&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"}}