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Do not start with production secrets.","severity":"conditional","text":"Temporary credentials: Use throwaway API keys or scoped test credentials. Do not start with production secrets."},{"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.","Temporary credentials: Use throwaway API keys or scoped test credentials. Do not start with production secrets.","License review: License metadata is missing from the current public profile."]}}},{"id":"mcpservers:agent-skills-factory-ai-autoresearch","slug":"mcpservers-autoresearch","name":"autoresearch","type":"skill","source":"mcpservers","status":"pending","summary":"Autonomous experiment loop: try ideas, keep what works, discard what doesn't, never stop.","profileUrl":"https://agentstaffer.com/skills/mcpservers-autoresearch","fitScore":75,"roleFamily":"Coding & Development","reviewSignal":"Pending","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-autoresearch/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-autoresearch/install.json","trustJson":"https://agentstaffer.com/skills/mcpservers-autoresearch/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-autoresearch/trial.json"},"queueRank":24,"recommendation":{"label":"Worth testing","score":75},"trialPriority":95,"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"],"runUrl":"https://agentstaffer.com/skills/mcpservers-autoresearch#trial","runPath":"/skills/mcpservers-autoresearch#trial","createEndpoint":"https://agentstaffer.com/api/actions/run-trial","createBody":{"listingId":"mcpservers:agent-skills-factory-ai-autoresearch","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":"temporary-credentials","label":"Temporary credentials","detail":"Use throwaway API keys or scoped test credentials. 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Do not start with production secrets.","License review: License metadata is missing from the current public profile."]}}}],"recentRuns":[],"pagination":{"page":1,"pageSize":24,"totalItems":925,"totalPages":39,"nextPageUrl":"https://agentstaffer.com/trials.json?q=GitHub+Copilot&sort=trial_readiness&page=2","prevPageUrl":null},"filters":{"q":"GitHub Copilot","type":null,"role":null,"protocol":null,"trust":null,"install":null,"source":null,"status":null,"sort":"trial_readiness"},"availableFilters":{"roles":[{"id":"coding-development","label":"Coding & Development"},{"id":"workflow-automation","label":"Workflow Automation"},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration"},{"id":"mcp-tool-integration","label":"MCP & Tool Integration"},{"id":"research-knowledge","label":"Research & Knowledge"},{"id":"computer-use-desktop","label":"Computer Use & Desktop"},{"id":"business-operations","label":"Business Operations"},{"id":"data-integrations","label":"Data & Integrations"},{"id":"evaluation-safety","label":"Evaluation & Safety"},{"id":"model-inference","label":"Models & Inference"},{"id":"general-agent","label":"General Agent"}],"protocols":[{"value":"cli","label":"CLI (24)"},{"value":"mcp","label":"MCP (24)"},{"value":"http","label":"HTTP (22)"},{"value":"sdk","label":"SDK (11)"}],"trust":[{"value":"verified-source","label":"Verified source (11)"},{"value":"high-traction","label":"High traction (7)"},{"value":"needs-review","label":"Needs review (6)"}],"install":[{"value":"mcp-ready","label":"MCP ready (24)"}],"sources":[{"value":"mcpservers","label":"mcpservers (13)"},{"value":"playbooks","label":"playbooks (7)"},{"value":"npm","label":"npm (2)"},{"value":"aiagentsdirectory","label":"aiagentsdirectory (1)"},{"value":"github","label":"github (1)"}],"types":[{"value":"skill","label":"skill (23)"},{"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=GitHub+Copilot&sort=trial_readiness","note":"Action queue and page contract"},{"step":"03","label":"profile HTML","href":"/skills/npm-iflow-mcp-sixhq-overture","note":"Human decision summary"},{"step":"04","label":"profile package","href":"/skills/npm-iflow-mcp-sixhq-overture/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=GitHub+Copilot&sort=trial_readiness","trialsJson":"https://agentstaffer.com/trials.json?q=GitHub+Copilot&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"}}