{"schemaVersion":"agentstaffer.function-category-lite.v1","generatedAt":"2026-10-20T16:45:10.988Z","canonicalUrl":"https://agentstaffer.com/roles/multi-agent-orchestration.json?page=26","htmlUrl":"https://agentstaffer.com/roles/multi-agent-orchestration?page=26","surfaceContract":{"surface":"technical-categories","primaryQuestion":"Which technical function should the agent perform?","primaryAction":"Filter candidates by capability, protocol, trust, install readiness, and trial status.","useFor":["capability-specific discovery","protocol-aware filtering","category candidate inventory","crawler-friendly technical taxonomy"],"doNotUseFor":["plain-language department planning","treating category membership as hire approval","skipping profile, trust, install, and trial evidence"],"nextResources":["/roles.json","/agents.json","/trials.json","/role-families.json"]},"sitemapDiscovery":{"indexUrl":"https://agentstaffer.com/sitemap.xml","staticSitemapUrl":"https://agentstaffer.com/sitemap-static.xml","profileShardPattern":"https://agentstaffer.com/sitemap-agents-{page}.xml","profileShardExample":"https://agentstaffer.com/sitemap-agents-1.xml","profileShardPageSize":200,"profileUrlRule":"Profile HTML and profile.json URLs live in sitemap-agents-{page}.xml shards, not in the sitemap index itself.","staticUrlRule":"Static docs, GEO exposure, agent visibility packets, resources, taxonomy, playbook, team, trust, and queue URLs live in sitemap-static.xml.","retrievalRule":"Fetch /sitemap.xml first, then crawl each listed sitemap URL; use /geo.json and /agent-visibility.json for current high-signal routes, crawler-specific packets, and /resources.json for route meaning and recommended fetch order."},"uiDataContract":{"principle":"Human HTML can be simplified, but machine-readable JSON, Markdown, sitemap, llms.txt, canonical links, alternate links, and profile resource contracts must remain stable and discoverable.","requiredProfileResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedProfileFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"regressionChecks":[{"id":"status-canonical","label":"Status and canonical pages","humanSurface":"Home, market, resources, docs, and profile HTML return 200 and keep canonical links.","machineSurface":"Canonical and alternate links still point to structured JSON, Markdown, sitemap, and llms.txt resources."},{"id":"global-entrypoints","label":"Global data entrypoints","humanSurface":"Navigation stays simple and does not need to repeat every endpoint.","machineSurface":"/llms.txt, /resources.json, /agents.json, /sitemap.xml, /sitemap-agents-1.xml, and /openapi.json remain fetchable."},{"id":"profile-package","label":"Profile resources","humanSurface":"Profile pages show a compact decision, evidence, install, trial, and resource section.","machineSurface":"/agents/{slug}/profile.json, /agents/{slug}/score.json, /agents/{slug}/evidence.json, /agents/{slug}/trust.json, /agents/{slug}/trial.json, /agents/{slug}/install.json, /agents/{slug}/history.json, /agents/{slug}/similar.json, /agents/{slug}/dossier.md"},{"id":"embedded-contracts","label":"Embedded structured contracts","humanSurface":"HTML can hide or compress secondary rows on small screens.","machineSurface":"JSON-LD and application/json script contracts remain present where the page declares them."},{"id":"pagination-sitemaps","label":"Pagination and sitemap discovery","humanSurface":"List pages can paginate and keep cards lightweight.","machineSurface":"JSON pagination, sitemap index, static sitemap, and agent sitemap shards remain explicit."},{"id":"no-data-loss-ui","label":"No data loss from UI polish","humanSurface":"Visual density, mobile folds, and redundant modules can be reduced.","machineSurface":"Data removed from HTML presentation must remain in JSON or Markdown resources referenced by the page."}]},"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"visibleRetrievalSpine":[{"step":"01","label":"llms.txt","href":"/llms.txt","note":"Site context and first-hop guidance"},{"step":"02","label":"role-category.json","href":"/roles/multi-agent-orchestration.json?page=26","note":"Complete page contract and data surface map"},{"step":"03","label":"agents.json","href":"/agents.json","note":"Paginated candidate discovery"},{"step":"04","label":"profile package","href":"/resources.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"],"retrievalRule":"Use this role category JSON for paginated candidates, then fetch the full profile package for every finalist before install, hire, promotion, credential access, or production use."},"legacyUrls":{"htmlUrl":"https://agentstaffer.com/agent-categories/multi-agent-orchestration","jsonUrl":"https://agentstaffer.com/agent-categories/multi-agent-orchestration.json"},"category":{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration","description":"Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces.","count":4955,"filteredCount":4955,"workScenarios":["Coordinate several agents around one outcome.","Assign specialist roles and handoffs.","Inspect launch packets before running a team."],"relatedRoleFamilies":[],"recommendedPlaybooks":[{"id":"research-brief-team","name":"Research Brief Team","outcome":"Produce a sourced research memo with reusable context","description":"A team for gathering sources, synthesizing findings, and storing a traceable research outcome.","htmlUrl":"https://agentstaffer.com/playbooks/research-brief-team","jsonUrl":"https://agentstaffer.com/playbooks/research-brief-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/research-brief-team/launch-packet.json"}]},"data":[{"id":"playbooks:skills-rivet-dev-skills-sandbox-agent","slug":"playbooks-sandbox-agent-skill-by-rivet-dev-skills","name":"sandbox-agent skill by rivet-dev/skills","summary":"This skill helps you deploy, configure, and manage sandbox-agent sessions and streaming events across cloud sandboxes and local environments.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/rivet-dev/skills/sandbox-agent","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-setup","slug":"playbooks-setup-skill-by-assistant-ui-skills","name":"setup skill by assistant-ui/skills","summary":"Setup and configure assistant-ui in a project. Use when installing packages, configuring runtimes, or troubleshooting setup issues.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/setup","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-streaming","slug":"playbooks-streaming-skill-by-assistant-ui-skills","name":"streaming skill by assistant-ui/skills","summary":"Guide for assistant-stream package and streaming protocols. Use when implementing streaming backends, custom protocols, or debugging stream issues.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/streaming","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-thread-list","slug":"playbooks-thread-list-skill-by-assistant-ui-skills","name":"thread-list skill by assistant-ui/skills","summary":"Guide for multi-thread management in assistant-ui. Use when implementing thread lists, switching threads, or managing conversation history.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/thread-list","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","RAG","Coding assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-tools","slug":"playbooks-tools-skill-by-assistant-ui-skills","name":"tools skill by assistant-ui/skills","summary":"Guide for tool registration and tool UI in assistant-ui. Use when implementing LLM tools, tool call rendering, or human-in-the-loop patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/tools","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-update","slug":"playbooks-update-skill-by-assistant-ui-skills","name":"update skill by assistant-ui/skills","summary":"Update assistant-ui and AI SDK to latest versions. Detects current versions, identifies breaking changes, and executes migrations.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/update","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Coding assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-agentmail-to-agentmail-skills-agentmail-toolkit","slug":"playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills","name":"agentmail-toolkit skill by agentmail-to/agentmail-skills","summary":"This skill adds email capabilities to AI agents across popular frameworks, enabling inbox management, sending, receiving, and automation.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/agentmail-to/agentmail-skills/agentmail-toolkit","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-assistant-ui","slug":"playbooks-assistant-ui-skill-by-assistant-ui-skills","name":"assistant-ui skill by assistant-ui/skills","summary":"Guide for assistant-ui library - AI chat UI components. Use when asking about architecture, debugging, or understanding the codebase.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/assistant-ui","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-cloud","slug":"playbooks-cloud-skill-by-assistant-ui-skills","name":"cloud skill by assistant-ui/skills","summary":"Guide for assistant-cloud persistence and authorization. Use when setting up thread persistence, file uploads, or authentication.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/cloud","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Coding assistance","RAG"],"profileUrl":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/install.json"}},{"id":"mcpservers:agent-skills-launchdarkly-aiconfig-migrate","slug":"mcpservers-aiconfig-migrate","name":"aiconfig-migrate","summary":"Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AI Configs implementation in five stages: audit the code, wrap the call, move the…","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/launchdarkly/aiconfig-migrate","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations","RAG"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/install.json"}},{"id":"mcpservers:agent-skills-vercel-ucp","slug":"mcpservers-ucp","name":"ucp","summary":"When cloning is needed:","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/vercel/ucp","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-ucp","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-ucp/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-ucp/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-ucp/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-ucp/install.json"}},{"id":"github:iofficeai/aionui","slug":"github-iofficeai-aionui","name":"iOfficeAI/AionUi","summary":"Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!","type":"skill","source":"github","sourceUrl":"https://github.com/iOfficeAI/AionUi","roleFamily":"Coding & Development","fitScore":69,"trustTier":"High traction","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["cli","mcp"],"capabilities":["Coding assistance","Chat interface","Reusable skill package","Multi-agent orchestration","MCP integration","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/github-iofficeai-aionui","urls":{"profileJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/profile.json","trustJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/trust.json","trialJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/trial.json","installJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/install.json"}}],"agents":[{"id":"playbooks:skills-rivet-dev-skills-sandbox-agent","slug":"playbooks-sandbox-agent-skill-by-rivet-dev-skills","name":"sandbox-agent skill by rivet-dev/skills","summary":"This skill helps you deploy, configure, and manage sandbox-agent sessions and streaming events across cloud sandboxes and local environments.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/rivet-dev/skills/sandbox-agent","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-setup","slug":"playbooks-setup-skill-by-assistant-ui-skills","name":"setup skill by assistant-ui/skills","summary":"Setup and configure assistant-ui in a project. Use when installing packages, configuring runtimes, or troubleshooting setup issues.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/setup","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-streaming","slug":"playbooks-streaming-skill-by-assistant-ui-skills","name":"streaming skill by assistant-ui/skills","summary":"Guide for assistant-stream package and streaming protocols. Use when implementing streaming backends, custom protocols, or debugging stream issues.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/streaming","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-thread-list","slug":"playbooks-thread-list-skill-by-assistant-ui-skills","name":"thread-list skill by assistant-ui/skills","summary":"Guide for multi-thread management in assistant-ui. Use when implementing thread lists, switching threads, or managing conversation history.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/thread-list","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","RAG","Coding assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-tools","slug":"playbooks-tools-skill-by-assistant-ui-skills","name":"tools skill by assistant-ui/skills","summary":"Guide for tool registration and tool UI in assistant-ui. Use when implementing LLM tools, tool call rendering, or human-in-the-loop patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/tools","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-tools-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-update","slug":"playbooks-update-skill-by-assistant-ui-skills","name":"update skill by assistant-ui/skills","summary":"Update assistant-ui and AI SDK to latest versions. Detects current versions, identifies breaking changes, and executes migrations.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/update","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Coding assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-update-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-agentmail-to-agentmail-skills-agentmail-toolkit","slug":"playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills","name":"agentmail-toolkit skill by agentmail-to/agentmail-skills","summary":"This skill adds email capabilities to AI agents across popular frameworks, enabling inbox management, sending, receiving, and automation.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/agentmail-to/agentmail-skills/agentmail-toolkit","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentmail-toolkit-skill-by-agentmail-to-agentmail-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-assistant-ui","slug":"playbooks-assistant-ui-skill-by-assistant-ui-skills","name":"assistant-ui skill by assistant-ui/skills","summary":"Guide for assistant-ui library - AI chat UI components. Use when asking about architecture, debugging, or understanding the codebase.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/assistant-ui","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-assistant-ui-skill-by-assistant-ui-skills/install.json"}},{"id":"playbooks:skills-assistant-ui-skills-cloud","slug":"playbooks-cloud-skill-by-assistant-ui-skills","name":"cloud skill by assistant-ui/skills","summary":"Guide for assistant-cloud persistence and authorization. Use when setting up thread persistence, file uploads, or authentication.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/assistant-ui/skills/cloud","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Coding assistance","RAG"],"profileUrl":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-cloud-skill-by-assistant-ui-skills/install.json"}},{"id":"mcpservers:agent-skills-launchdarkly-aiconfig-migrate","slug":"mcpservers-aiconfig-migrate","name":"aiconfig-migrate","summary":"Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AI Configs implementation in five stages: audit the code, wrap the call, move the…","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/launchdarkly/aiconfig-migrate","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations","RAG"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-aiconfig-migrate/install.json"}},{"id":"mcpservers:agent-skills-vercel-ucp","slug":"mcpservers-ucp","name":"ucp","summary":"When cloning is needed:","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/vercel/ucp","roleFamily":"Coding & Development","fitScore":70,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli","sdk","a2a"],"capabilities":["Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-ucp","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-ucp/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-ucp/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-ucp/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-ucp/install.json"}},{"id":"github:iofficeai/aionui","slug":"github-iofficeai-aionui","name":"iOfficeAI/AionUi","summary":"Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!","type":"skill","source":"github","sourceUrl":"https://github.com/iOfficeAI/AionUi","roleFamily":"Coding & Development","fitScore":69,"trustTier":"High traction","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["cli","mcp"],"capabilities":["Coding assistance","Chat interface","Reusable skill package","Multi-agent orchestration","MCP integration","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/github-iofficeai-aionui","urls":{"profileJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/profile.json","trustJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/trust.json","trialJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/trial.json","installJson":"https://agentstaffer.com/skills/github-iofficeai-aionui/install.json"}}],"pagination":{"page":26,"pageSize":12,"totalItems":4955,"totalPages":413,"nextPageUrl":"https://agentstaffer.com/roles/multi-agent-orchestration.json?page=27","prevPageUrl":"https://agentstaffer.com/roles/multi-agent-orchestration.json?page=25","nextHtmlUrl":"https://agentstaffer.com/roles/multi-agent-orchestration?page=27","prevHtmlUrl":"https://agentstaffer.com/roles/multi-agent-orchestration?page=25"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4945},{"value":"cli","label":"CLI","count":4837},{"value":"http","label":"HTTP","count":4778},{"value":"sdk","label":"SDK","count":2188},{"value":"a2a","label":"A2A","count":196}],"trust":[{"value":"needs-review","label":"Needs review","count":4787},{"value":"high-traction","label":"High traction","count":138},{"value":"verified-source","label":"Verified source","count":30}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4945},{"value":"source-guide","label":"Source guide","count":7},{"value":"cli-likely","label":"CLI likely","count":2},{"value":"cli-ready","label":"CLI ready","count":1}]},"sortModes":["relevance","trust","updated","popularity","install_readiness","trial_readiness"],"rankingGuidance":{"best":{"preferredSort":"trust","secondarySort":"trial_readiness","rule":"For broad best-agent questions, prefer trusted candidates that are ready for a sandbox trial or promotion."},"popular":{"preferredSort":"popularity","rule":"For popularity questions, rank by source traction such as stars, downloads, or likes."},"latest":{"preferredSort":"updated","rule":"For latest/newest questions, rank by the newest visible source or index update."},"safeToInstall":{"preferredSort":"install_readiness","exclude":["high-risk listings","rejected listings","manual-review install paths"],"rule":"For safe-install questions, prefer ready MCP or CLI paths and still recommend a sandbox first run."},"uncertainFit":{"preferredSort":"relevance","rule":"When fit is unclear, fetch profile JSON and compare JSON before recommending hire or install."}},"paidPlacementPolicy":{"labeled":true,"categoryExposureEligible":true,"affectsScores":false,"rule":"Active Sponsored listings are presented in a labeled exposure block ahead of the organic evidence order; their underlying scores are unchanged."},"decisionGuide":{"rule":"Choose candidates by fit, install readiness, trust evidence, and a sandbox trial plan; do not recommend production install from this index alone.","topCandidates":[{"id":"playbooks:skills-rivet-dev-skills-sandbox-agent","name":"sandbox-agent skill by rivet-dev/skills","profileJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-sandbox-agent-skill-by-rivet-dev-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-assistant-ui-skills-setup","name":"setup skill by assistant-ui/skills","profileJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-setup-skill-by-assistant-ui-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-assistant-ui-skills-streaming","name":"streaming skill by assistant-ui/skills","profileJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-streaming-skill-by-assistant-ui-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-assistant-ui-skills-thread-list","name":"thread-list skill by assistant-ui/skills","profileJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-thread-list-skill-by-assistant-ui-skills/install.json","nextAction":"fetch_profile_then_run_trial"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3713},{"label":"explainx","count":825},{"label":"mcpservers","count":214},{"label":"github","count":42},{"label":"enterprisedna","count":23},{"label":"remoteopenclaw","count":22}],"typeBreakdown":[{"label":"skill","count":3875},{"label":"agent","count":747},{"label":"tool","count":205},{"label":"workflow","count":109},{"label":"model","count":14},{"label":"framework","count":5}],"protocolBreakdown":[{"label":"MCP","count":4945},{"label":"CLI","count":4837},{"label":"HTTP","count":4778},{"label":"SDK","count":2188},{"label":"A2A","count":196}]},"retrievalHints":["Use data[].urls.profileJson for the full profile dossier.","Use data[].urls.installJson before attempting local installation.","Preserve q, protocol, trust, install, sort, page, and pageSize query parameters when paginating.","Prefer run_trial for candidates without external proof or community review.","Fetch the full profile package before action: profile.json, score.json, evidence.json, trust.json, trial.json, install.json, history.json, similar.json, dossier.md."],"discovery":{"roleDirectory":"https://agentstaffer.com/roles","roleIndex":"https://agentstaffer.com/roles.json","resources":"https://agentstaffer.com/resources.json","retrieval":"https://agentstaffer.com/retrieval.json","agentIndex":"https://agentstaffer.com/agents.json?role=multi-agent-orchestration&page=26","explore":"https://agentstaffer.com/explore?role=multi-agent-orchestration&page=26","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}