{"schemaVersion":"agentstaffer.function-category-lite.v1","generatedAt":"2026-10-19T19:32:15.002Z","canonicalUrl":"https://agentstaffer.com/roles/coding-development.json?page=28","htmlUrl":"https://agentstaffer.com/roles/coding-development?page=28","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/coding-development.json?page=28","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/coding-development","jsonUrl":"https://agentstaffer.com/agent-categories/coding-development.json"},"category":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows.","count":4637,"filteredCount":4637,"workScenarios":["Build or modify application code.","Review a repository before adopting an agent.","Prepare a pull request with tests and implementation notes."],"relatedRoleFamilies":[{"id":"engineering","label":"Engineering","description":"Build, review, ship, and maintain software systems with agent assistance.","htmlUrl":"https://agentstaffer.com/role-families/engineering","jsonUrl":"https://agentstaffer.com/role-families/engineering.json"},{"id":"design","label":"Design","description":"Prototype, inspect, and improve product UI, UX, and design implementation flows.","htmlUrl":"https://agentstaffer.com/role-families/design","jsonUrl":"https://agentstaffer.com/role-families/design.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":"frontend-launch-team","name":"Frontend Launch Team","outcome":"Ship and validate a public web experience","description":"A hiring bundle for turning a product brief into a polished, tested, review-ready frontend release.","htmlUrl":"https://agentstaffer.com/playbooks/frontend-launch-team","jsonUrl":"https://agentstaffer.com/playbooks/frontend-launch-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/frontend-launch-team/launch-packet.json"},{"id":"repo-audit-team","name":"Repository Audit Team","outcome":"Review a codebase before trusting an agent in production","description":"A due-diligence bundle for source review, quality signals, security posture, and integration readiness.","htmlUrl":"https://agentstaffer.com/playbooks/repo-audit-team","jsonUrl":"https://agentstaffer.com/playbooks/repo-audit-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/repo-audit-team/launch-packet.json"},{"id":"docs-refresh-team","name":"Docs Refresh Team","outcome":"Refresh docs, examples, and install instructions","description":"A team for keeping agent profiles, README guidance, install manifests, and structured review docs aligned.","htmlUrl":"https://agentstaffer.com/playbooks/docs-refresh-team","jsonUrl":"https://agentstaffer.com/playbooks/docs-refresh-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/docs-refresh-team/launch-packet.json"}]},"data":[{"id":"playbooks:skills-wondelai-skills-web-typography","slug":"playbooks-web-typography-skill-by-wondelai-skills","name":"web-typography skill by wondelai/skills","summary":"This skill helps you choose and pair web typography for readability and performance, guiding line length, hierarchy, and responsive loading.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/wondelai/skills/web-typography","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/install.json"}},{"id":"playbooks:skills-better-auth-better-icons-skills","slug":"playbooks-skills-skill-by-better-auth-better-icons","name":"skills skill by better-auth/better-icons","summary":"This skill helps you search and retrieve icons from Iconify libraries via a CLI and MCP server, speeding icon integration.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/better-auth/better-icons/skills","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/install.json"}},{"id":"github:ifuryst/open-codex-computer-use","slug":"github-ifuryst-open-codex-computer-use","name":"iFurySt/open-codex-computer-use","summary":"👾 Open Computer Use – Open-Source Alternative to Codex Computer Use","type":"workflow","source":"github","sourceUrl":"https://github.com/iFurySt/open-codex-computer-use","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","cli","http"],"capabilities":["Workflow automation","Coding assistance","Computer use","MCP integration","Multi-agent orchestration","Web data extraction","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use","urls":{"profileJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/profile.json","trustJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/trust.json","trialJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/trial.json","installJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-deep-agents-core","slug":"mcpservers-deep-agents-core","name":"deep-agents-core","summary":"Foundation framework for building multi-step agents with built-in planning, memory, and skill delegation. Provides six core middleware options: task planning, filesystem context management, subagent delegation, persistent memory, human approval workflows, and on-demand skill loading Includes three always-present built-in tools: write_todos for task tracking...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/deep-agents-core","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-deep-agents-core","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-deep-agents-orchestration","slug":"mcpservers-deep-agents-orchestration","name":"deep-agents-orchestration","summary":"Orchestrate subagents, plan multi-step tasks, and require human approval for sensitive operations. Delegate work to specialized subagents via the task tool; custom subagents support isolated tool sets and system prompts, while the default \"general-purpose\" subagent inherits main agent configuration Plan and track complex workflows with write_todos , organiz...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/deep-agents-orchestration","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-framework-selection","slug":"mcpservers-framework-selection","name":"framework-selection","summary":"Framework selection guide for LangChain, LangGraph, and Deep Agents layered architecture. Layered frameworks where LangChain provides foundation primitives, LangGraph adds orchestration and control flow, and Deep Agents adds planning, memory, file management, and skill delegation Decision table guides framework choice based on task complexity: LangChain for...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/framework-selection","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"],"capabilities":["RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-framework-selection","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-dependencies","slug":"mcpservers-langchain-dependencies","name":"langchain-dependencies","summary":"LangChain ecosystem package versions, dependencies, and installation guidance for Python and TypeScript. Start all new projects on LangChain 1.0 LTS; version 0.3 is legacy maintenance-only. Always install langchain-core explicitly alongside other packages. Choose one orchestration layer: LangGraph for fine-grained graph control, or Deep Agents for batteries...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-dependencies","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"],"capabilities":["RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-fundamentals","slug":"mcpservers-langchain-fundamentals","name":"langchain-fundamentals","summary":"Build production LangChain agents with create_agent(), tools, and middleware patterns. Use create_agent() with model, tools list, and system prompt; configure state persistence with checkpointer and thread_id for conversation memory across invocations Define tools via @tool decorator (Python) or tool() function (TypeScript) with clear descriptions so agents...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-fundamentals","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"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations","RAG"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-middleware","slug":"mcpservers-langchain-middleware","name":"langchain-middleware","summary":"Human-in-the-loop approval, custom middleware, and structured output patterns for LangChain agents. HumanInTheLoopMiddleware pauses execution before dangerous tool calls, allowing humans to approve, edit arguments, or reject with feedback Per-tool interrupt policies let you configure different approval rules based on risk level; requires a checkpointer and...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-middleware","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"],"capabilities":["Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Workflow automation"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-middleware","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-fundamentals","slug":"mcpservers-langgraph-fundamentals","name":"langgraph-fundamentals","summary":"Directed graph framework for building stateful, multi-step agent workflows with fine-grained control. StateGraph with typed state schemas, reducers for accumulating lists/values, and nodes that return partial state updates Static edges for fixed flow, conditional edges for branching, and Command for combining state updates with dynamic routing Send API for...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-fundamentals","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"],"capabilities":["Workflow automation","RAG","Coding assistance","MCP integration","Reusable skill package","Design assistance","Multi-agent orchestration"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-human-in-the-loop","slug":"mcpservers-langgraph-human-in-the-loop","name":"langgraph-human-in-the-loop","summary":"Pause graph execution for human review, approval, or validation, then resume with their input. Requires three components: a checkpointer (InMemorySaver or PostgresSaver), a thread ID in config, and JSON-serializable interrupt payloads interrupt(value) pauses and surfaces data; Command(resume=value) resumes and returns that value to the paused node All code...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-human-in-the-loop","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"],"capabilities":["Workflow automation","RAG","Coding assistance","MCP integration","Reusable skill package","Design assistance","Multi-agent orchestration"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-persistence","slug":"mcpservers-langgraph-persistence","name":"langgraph-persistence","summary":"Durable graph execution with thread-scoped checkpoints, state history, and cross-thread long-term memory. Three checkpointer options: InMemorySaver for testing, SqliteSaver for local development, PostgresSaver for production; always pass thread_id in config to enable persistence Browse and replay from past checkpoints using get_state_history() , fork execut...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-persistence","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"],"capabilities":["RAG","Coding assistance","MCP integration","Reusable skill package","Multi-agent orchestration","Design assistance","Workflow automation"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/install.json"}}],"agents":[{"id":"playbooks:skills-wondelai-skills-web-typography","slug":"playbooks-web-typography-skill-by-wondelai-skills","name":"web-typography skill by wondelai/skills","summary":"This skill helps you choose and pair web typography for readability and performance, guiding line length, hierarchy, and responsive loading.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/wondelai/skills/web-typography","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/install.json"}},{"id":"playbooks:skills-better-auth-better-icons-skills","slug":"playbooks-skills-skill-by-better-auth-better-icons","name":"skills skill by better-auth/better-icons","summary":"This skill helps you search and retrieve icons from Iconify libraries via a CLI and MCP server, speeding icon integration.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/better-auth/better-icons/skills","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/install.json"}},{"id":"github:ifuryst/open-codex-computer-use","slug":"github-ifuryst-open-codex-computer-use","name":"iFurySt/open-codex-computer-use","summary":"👾 Open Computer Use – Open-Source Alternative to Codex Computer Use","type":"workflow","source":"github","sourceUrl":"https://github.com/iFurySt/open-codex-computer-use","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","cli","http"],"capabilities":["Workflow automation","Coding assistance","Computer use","MCP integration","Multi-agent orchestration","Web data extraction","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use","urls":{"profileJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/profile.json","trustJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/trust.json","trialJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/trial.json","installJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-deep-agents-core","slug":"mcpservers-deep-agents-core","name":"deep-agents-core","summary":"Foundation framework for building multi-step agents with built-in planning, memory, and skill delegation. Provides six core middleware options: task planning, filesystem context management, subagent delegation, persistent memory, human approval workflows, and on-demand skill loading Includes three always-present built-in tools: write_todos for task tracking...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/deep-agents-core","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-deep-agents-core","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-deep-agents-orchestration","slug":"mcpservers-deep-agents-orchestration","name":"deep-agents-orchestration","summary":"Orchestrate subagents, plan multi-step tasks, and require human approval for sensitive operations. Delegate work to specialized subagents via the task tool; custom subagents support isolated tool sets and system prompts, while the default \"general-purpose\" subagent inherits main agent configuration Plan and track complex workflows with write_todos , organiz...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/deep-agents-orchestration","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"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-orchestration/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-framework-selection","slug":"mcpservers-framework-selection","name":"framework-selection","summary":"Framework selection guide for LangChain, LangGraph, and Deep Agents layered architecture. Layered frameworks where LangChain provides foundation primitives, LangGraph adds orchestration and control flow, and Deep Agents adds planning, memory, file management, and skill delegation Decision table guides framework choice based on task complexity: LangChain for...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/framework-selection","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"],"capabilities":["RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-framework-selection","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-framework-selection/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-dependencies","slug":"mcpservers-langchain-dependencies","name":"langchain-dependencies","summary":"LangChain ecosystem package versions, dependencies, and installation guidance for Python and TypeScript. Start all new projects on LangChain 1.0 LTS; version 0.3 is legacy maintenance-only. Always install langchain-core explicitly alongside other packages. Choose one orchestration layer: LangGraph for fine-grained graph control, or Deep Agents for batteries...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-dependencies","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"],"capabilities":["RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-dependencies/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-fundamentals","slug":"mcpservers-langchain-fundamentals","name":"langchain-fundamentals","summary":"Build production LangChain agents with create_agent(), tools, and middleware patterns. Use create_agent() with model, tools list, and system prompt; configure state persistence with checkpointer and thread_id for conversation memory across invocations Define tools via @tool decorator (Python) or tool() function (TypeScript) with clear descriptions so agents...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-fundamentals","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"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations","RAG"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-fundamentals/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langchain-middleware","slug":"mcpservers-langchain-middleware","name":"langchain-middleware","summary":"Human-in-the-loop approval, custom middleware, and structured output patterns for LangChain agents. HumanInTheLoopMiddleware pauses execution before dangerous tool calls, allowing humans to approve, edit arguments, or reject with feedback Per-tool interrupt policies let you configure different approval rules based on risk level; requires a checkpointer and...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langchain-middleware","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"],"capabilities":["Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Workflow automation"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langchain-middleware","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langchain-middleware/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-fundamentals","slug":"mcpservers-langgraph-fundamentals","name":"langgraph-fundamentals","summary":"Directed graph framework for building stateful, multi-step agent workflows with fine-grained control. StateGraph with typed state schemas, reducers for accumulating lists/values, and nodes that return partial state updates Static edges for fixed flow, conditional edges for branching, and Command for combining state updates with dynamic routing Send API for...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-fundamentals","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"],"capabilities":["Workflow automation","RAG","Coding assistance","MCP integration","Reusable skill package","Design assistance","Multi-agent orchestration"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-fundamentals/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-human-in-the-loop","slug":"mcpservers-langgraph-human-in-the-loop","name":"langgraph-human-in-the-loop","summary":"Pause graph execution for human review, approval, or validation, then resume with their input. Requires three components: a checkpointer (InMemorySaver or PostgresSaver), a thread ID in config, and JSON-serializable interrupt payloads interrupt(value) pauses and surfaces data; Command(resume=value) resumes and returns that value to the paused node All code...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-human-in-the-loop","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"],"capabilities":["Workflow automation","RAG","Coding assistance","MCP integration","Reusable skill package","Design assistance","Multi-agent orchestration"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-human-in-the-loop/install.json"}},{"id":"mcpservers:agent-skills-langchain-ai-langgraph-persistence","slug":"mcpservers-langgraph-persistence","name":"langgraph-persistence","summary":"Durable graph execution with thread-scoped checkpoints, state history, and cross-thread long-term memory. Three checkpointer options: InMemorySaver for testing, SqliteSaver for local development, PostgresSaver for production; always pass thread_id in config to enable persistence Browse and replay from past checkpoints using get_state_history() , fork execut...","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/langchain-ai/langgraph-persistence","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"],"capabilities":["RAG","Coding assistance","MCP integration","Reusable skill package","Multi-agent orchestration","Design assistance","Workflow automation"],"profileUrl":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence","urls":{"profileJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/profile.json","trustJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-langgraph-persistence/install.json"}}],"pagination":{"page":28,"pageSize":12,"totalItems":4637,"totalPages":387,"nextPageUrl":"https://agentstaffer.com/roles/coding-development.json?page=29","prevPageUrl":"https://agentstaffer.com/roles/coding-development.json?page=27","nextHtmlUrl":"https://agentstaffer.com/roles/coding-development?page=29","prevHtmlUrl":"https://agentstaffer.com/roles/coding-development?page=27"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4628},{"value":"cli","label":"CLI","count":4518},{"value":"http","label":"HTTP","count":4463},{"value":"sdk","label":"SDK","count":2080},{"value":"a2a","label":"A2A","count":159}],"trust":[{"value":"needs-review","label":"Needs review","count":4432},{"value":"high-traction","label":"High traction","count":176},{"value":"verified-source","label":"Verified source","count":29}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4628},{"value":"source-guide","label":"Source guide","count":6},{"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-wondelai-skills-web-typography","name":"web-typography skill by wondelai/skills","profileJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-web-typography-skill-by-wondelai-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-better-auth-better-icons-skills","name":"skills skill by better-auth/better-icons","profileJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-skills-skill-by-better-auth-better-icons/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"github:ifuryst/open-codex-computer-use","name":"iFurySt/open-codex-computer-use","profileJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/profile.json","installJson":"https://agentstaffer.com/mcp/github-ifuryst-open-codex-computer-use/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"mcpservers:agent-skills-langchain-ai-deep-agents-core","name":"deep-agents-core","profileJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-deep-agents-core/install.json","nextAction":"fetch_profile_then_run_trial"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3355},{"label":"explainx","count":825},{"label":"mcpservers","count":246},{"label":"github","count":42},{"label":"remoteopenclaw","count":31},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3558},{"label":"agent","count":747},{"label":"tool","count":205},{"label":"workflow","count":108},{"label":"model","count":14},{"label":"framework","count":5}],"protocolBreakdown":[{"label":"MCP","count":4628},{"label":"CLI","count":4518},{"label":"HTTP","count":4463},{"label":"SDK","count":2080},{"label":"A2A","count":159}]},"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=coding-development&page=28","explore":"https://agentstaffer.com/explore?role=coding-development&page=28","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}