{"schemaVersion":"agentstaffer.function-category-lite.v1","generatedAt":"2026-10-22T20:29:52.777Z","canonicalUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=54","htmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=54","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/workflow-automation.json?page=54","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/workflow-automation","jsonUrl":"https://agentstaffer.com/agent-categories/workflow-automation.json"},"category":{"id":"workflow-automation","label":"Workflow Automation","description":"Agents that run repeatable workflows, automate operations, trigger actions, or coordinate task pipelines.","count":4996,"filteredCount":4996,"workScenarios":["Turn a repeatable business process into a safe workflow.","Connect triggers, queues, and review gates.","Run a dry-run before production automation."],"relatedRoleFamilies":[{"id":"operations","label":"Operations","description":"Run repeatable workflows, internal processes, and tool-connected operational tasks.","htmlUrl":"https://agentstaffer.com/role-families/operations","jsonUrl":"https://agentstaffer.com/role-families/operations.json"},{"id":"sales","label":"Sales","description":"Support CRM, outreach, customer handoffs, and revenue operations workflows.","htmlUrl":"https://agentstaffer.com/role-families/sales","jsonUrl":"https://agentstaffer.com/role-families/sales.json"},{"id":"content","label":"Content","description":"Create, refresh, evaluate, and publish docs, briefs, and reusable knowledge assets.","htmlUrl":"https://agentstaffer.com/role-families/content","jsonUrl":"https://agentstaffer.com/role-families/content.json"}],"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"},{"id":"sales-ops-team","name":"Sales Ops Team","outcome":"Automate a repeatable business workflow safely","description":"A bundle for customer, CRM, finance, support, and operations workflows that need tool access and audit notes.","htmlUrl":"https://agentstaffer.com/playbooks/sales-ops-team","jsonUrl":"https://agentstaffer.com/playbooks/sales-ops-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/sales-ops-team/launch-packet.json"}]},"data":[{"id":"playbooks:skills-letta-ai-skills-app-development","slug":"playbooks-app-development-skill-by-letta-ai-skills","name":"app-development skill by letta-ai/skills","summary":"This skill helps you build persistent, memory-enabled AI agents with the Letta API across Python and TypeScript, including multi-user and tool patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/letta-ai/skills/app-development","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/install.json"}},{"id":"playbooks:skills-kaakati-rails-enterprise-dev-app-lifecycle","slug":"playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev","name":"app-lifecycle skill by kaakati/rails-enterprise-dev","summary":"This skill guides iOS app lifecycle decisions, balancing SwiftUI lifecycle, background tasks, and launch optimizations to improve reliability and user","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/kaakati/rails-enterprise-dev/app-lifecycle","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/install.json"}},{"id":"playbooks:skills-aj-geddes-useful-ai-prompts-app-store-deployment","slug":"playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts","name":"app-store-deployment skill by aj-geddes/useful-ai-prompts","summary":"This skill guides end-to-end app store deployment for iOS and Android, including signing, versioning, builds, and submission workflows.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/aj-geddes/useful-ai-prompts/app-store-deployment","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/install.json"}},{"id":"playbooks:skills-openclaw-skills-appdeploy","slug":"playbooks-appdeploy-skill-by-openclaw-skills","name":"appdeploy skill by openclaw/skills","summary":"This skill deploys web apps to AppDeploy, providing a public URL by orchestrating API calls and template setup.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/appdeploy","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-appdeploy-1-0-5","slug":"playbooks-appdeploy-1-0-5-skill-by-openclaw-skills","name":"appdeploy-1-0-5 skill by openclaw/skills","summary":"This skill helps you deploy web apps to a public URL using AppDeploy API, coordinating templates, files, and status checks.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/appdeploy-1-0-5","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-vladimirbrejcha-ios-ai-skills-apple-doc-research","slug":"playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills","name":"apple-doc-research skill by vladimirbrejcha/ios-ai-skills","summary":"This skill researches Apple platform APIs and WWDC content using official apple-docs MCP tools to provide precise docs and code guidance.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vladimirbrejcha/ios-ai-skills/apple-doc-research","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/install.json"}},{"id":"playbooks:skills-vladimirbrejcha-ios-ai-skills-apple-docs-research","slug":"playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills","name":"apple-docs-research skill by vladimirbrejcha/ios-ai-skills","summary":"This skill helps you research Apple platform APIs and WWDC content using authoritative Apple docs and the apple-docs MCP tools.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vladimirbrejcha/ios-ai-skills/apple-docs-research","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/install.json"}},{"id":"explainx:skills-appwrite-agent-skills-appwrite-python","slug":"explainx-appwrite-python","name":"appwrite-python","summary":"Note: Use TablesDB (not the deprecated Databases class) for all new code. Only use Databases if the existing codebase already relies on it or the user explic…","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/appwrite/agent-skills/appwrite-python","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/explainx-appwrite-python","urls":{"profileJson":"https://agentstaffer.com/skills/explainx-appwrite-python/profile.json","trustJson":"https://agentstaffer.com/skills/explainx-appwrite-python/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-appwrite-python/trial.json","installJson":"https://agentstaffer.com/skills/explainx-appwrite-python/install.json"}},{"id":"playbooks:skills-plurigrid-asi-aptos-ecosystem","slug":"playbooks-aptos-ecosystem-skill-by-plurigrid-asi","name":"aptos-ecosystem skill by plurigrid/asi","summary":"This skill analyzes Aptos ecosystem intelligence from adapters, GitHub activity, and core changes to spot opportunities and track evolution.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/plurigrid/asi/aptos-ecosystem","roleFamily":"Coding & Development","fitScore":66,"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","a2a"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/install.json"}},{"id":"playbooks:skills-openclaw-skills-arbitrum-dapp-skill","slug":"playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills","name":"arbitrum-dapp-skill skill by openclaw/skills","summary":"This skill guides you through Arbitrum dApp development with Stylus and Solidity, covering local DevNode, contracts, testing, deployment, and frontend","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/arbitrum-dapp-skill","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-arc-security-mcp","slug":"playbooks-arc-security-mcp-skill-by-openclaw-skills","name":"arc-security-mcp skill by openclaw/skills","summary":"This skill helps AI agents validate skill safety before installation by querying a threat database and analyzing code for dangerous patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/arc-security-mcp","roleFamily":"Coding & Development","fitScore":66,"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","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/install.json"}},{"id":"explainx:agents-arcade-ai","slug":"explainx-arcade-ai","name":"Arcade AI","summary":"AI Tool-calling Platform","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/arcade-ai","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/explainx-arcade-ai","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/install.json"}}],"agents":[{"id":"playbooks:skills-letta-ai-skills-app-development","slug":"playbooks-app-development-skill-by-letta-ai-skills","name":"app-development skill by letta-ai/skills","summary":"This skill helps you build persistent, memory-enabled AI agents with the Letta API across Python and TypeScript, including multi-user and tool patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/letta-ai/skills/app-development","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/install.json"}},{"id":"playbooks:skills-kaakati-rails-enterprise-dev-app-lifecycle","slug":"playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev","name":"app-lifecycle skill by kaakati/rails-enterprise-dev","summary":"This skill guides iOS app lifecycle decisions, balancing SwiftUI lifecycle, background tasks, and launch optimizations to improve reliability and user","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/kaakati/rails-enterprise-dev/app-lifecycle","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/install.json"}},{"id":"playbooks:skills-aj-geddes-useful-ai-prompts-app-store-deployment","slug":"playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts","name":"app-store-deployment skill by aj-geddes/useful-ai-prompts","summary":"This skill guides end-to-end app store deployment for iOS and Android, including signing, versioning, builds, and submission workflows.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/aj-geddes/useful-ai-prompts/app-store-deployment","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/install.json"}},{"id":"playbooks:skills-openclaw-skills-appdeploy","slug":"playbooks-appdeploy-skill-by-openclaw-skills","name":"appdeploy skill by openclaw/skills","summary":"This skill deploys web apps to AppDeploy, providing a public URL by orchestrating API calls and template setup.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/appdeploy","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-appdeploy-1-0-5","slug":"playbooks-appdeploy-1-0-5-skill-by-openclaw-skills","name":"appdeploy-1-0-5 skill by openclaw/skills","summary":"This skill helps you deploy web apps to a public URL using AppDeploy API, coordinating templates, files, and status checks.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/appdeploy-1-0-5","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-appdeploy-1-0-5-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-vladimirbrejcha-ios-ai-skills-apple-doc-research","slug":"playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills","name":"apple-doc-research skill by vladimirbrejcha/ios-ai-skills","summary":"This skill researches Apple platform APIs and WWDC content using official apple-docs MCP tools to provide precise docs and code guidance.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vladimirbrejcha/ios-ai-skills/apple-doc-research","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-apple-doc-research-skill-by-vladimirbrejcha-ios-ai-skills/install.json"}},{"id":"playbooks:skills-vladimirbrejcha-ios-ai-skills-apple-docs-research","slug":"playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills","name":"apple-docs-research skill by vladimirbrejcha/ios-ai-skills","summary":"This skill helps you research Apple platform APIs and WWDC content using authoritative Apple docs and the apple-docs MCP tools.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vladimirbrejcha/ios-ai-skills/apple-docs-research","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-apple-docs-research-skill-by-vladimirbrejcha-ios-ai-skills/install.json"}},{"id":"explainx:skills-appwrite-agent-skills-appwrite-python","slug":"explainx-appwrite-python","name":"appwrite-python","summary":"Note: Use TablesDB (not the deprecated Databases class) for all new code. Only use Databases if the existing codebase already relies on it or the user explic…","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/appwrite/agent-skills/appwrite-python","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/explainx-appwrite-python","urls":{"profileJson":"https://agentstaffer.com/skills/explainx-appwrite-python/profile.json","trustJson":"https://agentstaffer.com/skills/explainx-appwrite-python/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-appwrite-python/trial.json","installJson":"https://agentstaffer.com/skills/explainx-appwrite-python/install.json"}},{"id":"playbooks:skills-plurigrid-asi-aptos-ecosystem","slug":"playbooks-aptos-ecosystem-skill-by-plurigrid-asi","name":"aptos-ecosystem skill by plurigrid/asi","summary":"This skill analyzes Aptos ecosystem intelligence from adapters, GitHub activity, and core changes to spot opportunities and track evolution.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/plurigrid/asi/aptos-ecosystem","roleFamily":"Coding & Development","fitScore":66,"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","a2a"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-aptos-ecosystem-skill-by-plurigrid-asi/install.json"}},{"id":"playbooks:skills-openclaw-skills-arbitrum-dapp-skill","slug":"playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills","name":"arbitrum-dapp-skill skill by openclaw/skills","summary":"This skill guides you through Arbitrum dApp development with Stylus and Solidity, covering local DevNode, contracts, testing, deployment, and frontend","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/arbitrum-dapp-skill","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-arbitrum-dapp-skill-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-arc-security-mcp","slug":"playbooks-arc-security-mcp-skill-by-openclaw-skills","name":"arc-security-mcp skill by openclaw/skills","summary":"This skill helps AI agents validate skill safety before installation by querying a threat database and analyzing code for dangerous patterns.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/arc-security-mcp","roleFamily":"Coding & Development","fitScore":66,"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","a2a"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-arc-security-mcp-skill-by-openclaw-skills/install.json"}},{"id":"explainx:agents-arcade-ai","slug":"explainx-arcade-ai","name":"Arcade AI","summary":"AI Tool-calling Platform","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/arcade-ai","roleFamily":"Coding & Development","fitScore":66,"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","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/explainx-arcade-ai","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-arcade-ai/install.json"}}],"pagination":{"page":54,"pageSize":12,"totalItems":4996,"totalPages":417,"nextPageUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=55","prevPageUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=53","nextHtmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=55","prevHtmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=53"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4987},{"value":"cli","label":"CLI","count":4875},{"value":"http","label":"HTTP","count":4814},{"value":"sdk","label":"SDK","count":2191},{"value":"a2a","label":"A2A","count":194}],"trust":[{"value":"needs-review","label":"Needs review","count":4790},{"value":"high-traction","label":"High traction","count":176},{"value":"verified-source","label":"Verified source","count":30}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4987},{"value":"source-guide","label":"Source guide","count":7},{"value":"cli-likely","label":"CLI likely","count":2}]},"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-letta-ai-skills-app-development","name":"app-development skill by letta-ai/skills","profileJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-app-development-skill-by-letta-ai-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-kaakati-rails-enterprise-dev-app-lifecycle","name":"app-lifecycle skill by kaakati/rails-enterprise-dev","profileJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-app-lifecycle-skill-by-kaakati-rails-enterprise-dev/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-aj-geddes-useful-ai-prompts-app-store-deployment","name":"app-store-deployment skill by aj-geddes/useful-ai-prompts","profileJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-app-store-deployment-skill-by-aj-geddes-useful-ai-prompts/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-openclaw-skills-appdeploy","name":"appdeploy skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-appdeploy-skill-by-openclaw-skills/install.json","nextAction":"fetch_profile_then_run_trial"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3713},{"label":"explainx","count":826},{"label":"mcpservers","count":247},{"label":"github","count":43},{"label":"remoteopenclaw","count":31},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3917},{"label":"agent","count":747},{"label":"tool","count":205},{"label":"workflow","count":110},{"label":"model","count":13},{"label":"framework","count":4}],"protocolBreakdown":[{"label":"MCP","count":4987},{"label":"CLI","count":4875},{"label":"HTTP","count":4814},{"label":"SDK","count":2191},{"label":"A2A","count":194}]},"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=workflow-automation&page=54","explore":"https://agentstaffer.com/explore?role=workflow-automation&page=54","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}