{ "schemaVersion": "1.0", "item": { "slug": "solo-swarm", "name": "Swarm", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/fortunto2/solo-swarm", "canonicalUrl": "https://clawhub.ai/fortunto2/solo-swarm", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/solo-swarm", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=solo-swarm", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-07T17:22:31.273Z", "expiresAt": "2026-05-14T17:22:31.273Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report", "contentDisposition": "attachment; filename=\"afrexai-annual-report-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/solo-swarm" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/solo-swarm", "agentPageUrl": "https://openagent3.xyz/skills/solo-swarm/agent", "manifestUrl": "https://openagent3.xyz/skills/solo-swarm/agent.json", "briefUrl": "https://openagent3.xyz/skills/solo-swarm/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "/swarm", "body": "Create an agent team to research \"$ARGUMENTS\" from multiple perspectives in parallel." }, { "title": "Team Structure", "body": "Spawn 3 teammates, each with a distinct research focus:" }, { "title": "1. Market Researcher", "body": "Focus: competitors, market size, pricing models, business models.\n\nSearch for direct and indirect competitors\nFind market reports with TAM/SAM/SOM figures\nAnalyze pricing strategies and monetization\nIdentify market gaps and opportunities\nCheck Product Hunt, G2, Capterra for existing products" }, { "title": "2. User Researcher", "body": "Focus: pain points, user sentiment, feature requests.\n\nSearch Reddit for user discussions (site:reddit.com via WebSearch, or MCP web_search if available)\nSearch Hacker News for tech community opinions (site:news.ycombinator.com)\nIf MCP session_search available: check if this idea was researched before in past sessions\nFind app reviews and ratings\nExtract direct user quotes about frustrations\nIdentify unmet needs and feature requests" }, { "title": "3. Technical Analyst", "body": "Focus: feasibility, tech stack, existing solutions, implementation complexity.\n\nSearch GitHub for open-source alternatives (site:github.com )\nEvaluate tech stack options\nIf MCP project_info available: check existing projects for reusable code\nIf MCP codegraph_explain available: get architecture overview of similar existing projects\nIf MCP codegraph_query available: find shared packages across projects\nIf MCP project_code_search available: search for reusable patterns, services, infrastructure across existing projects\nAssess implementation complexity and timeline" }, { "title": "Search Backends", "body": "Teammates should use available search tools:\n\nWebSearch (built-in) — broad discovery, market reports, always available\nWebFetch — scrape specific URLs for details, always available\nMCP web_search (if available) — additional search with engine routing\nMCP kb_search (if available) — search local knowledge base for related research\n\nDomain filtering: use site:github.com, site:reddit.com etc. for targeted results." }, { "title": "Coordination", "body": "Each teammate writes findings to a shared task list\nRequire plan approval before teammates start deep research\nAfter all complete, synthesize findings into research.md\nUse the research.md format from /research skill" }, { "title": "Output", "body": "After team completes, the lead should:\n\nSynthesize findings from all 3 teammates\nWrite research.md to docs/ in the current project directory\nProvide GO / NO-GO / PIVOT recommendation\nSuggest next step: /validate " }, { "title": "Agent team not available", "body": "Cause: CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS env var not set.\nFix: Ensure .claude/settings.json has \"env\": {\"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS\": \"1\"}." }, { "title": "Teammates produce overlapping findings", "body": "Cause: Research areas not clearly separated.\nFix: Each teammate has a distinct focus (market/users/tech). The lead synthesizes and deduplicates findings." }, { "title": "Web search returns limited results", "body": "Cause: No additional search backends configured.\nFix: Teammates fall back to WebSearch (built-in) which is always available. For richer results with engine routing (Reddit, GitHub, YouTube), set up SearXNG (private, self-hosted, free) and configure solograph MCP." } ], "body": "/swarm\n\nCreate an agent team to research \"$ARGUMENTS\" from multiple perspectives in parallel.\n\nTeam Structure\n\nSpawn 3 teammates, each with a distinct research focus:\n\n1. Market Researcher\n\nFocus: competitors, market size, pricing models, business models.\n\nSearch for direct and indirect competitors\nFind market reports with TAM/SAM/SOM figures\nAnalyze pricing strategies and monetization\nIdentify market gaps and opportunities\nCheck Product Hunt, G2, Capterra for existing products\n2. User Researcher\n\nFocus: pain points, user sentiment, feature requests.\n\nSearch Reddit for user discussions (site:reddit.com via WebSearch, or MCP web_search if available)\nSearch Hacker News for tech community opinions (site:news.ycombinator.com)\nIf MCP session_search available: check if this idea was researched before in past sessions\nFind app reviews and ratings\nExtract direct user quotes about frustrations\nIdentify unmet needs and feature requests\n3. Technical Analyst\n\nFocus: feasibility, tech stack, existing solutions, implementation complexity.\n\nSearch GitHub for open-source alternatives (site:github.com )\nEvaluate tech stack options\nIf MCP project_info available: check existing projects for reusable code\nIf MCP codegraph_explain available: get architecture overview of similar existing projects\nIf MCP codegraph_query available: find shared packages across projects\nIf MCP project_code_search available: search for reusable patterns, services, infrastructure across existing projects\nAssess implementation complexity and timeline\nSearch Backends\n\nTeammates should use available search tools:\n\nWebSearch (built-in) — broad discovery, market reports, always available\nWebFetch — scrape specific URLs for details, always available\nMCP web_search (if available) — additional search with engine routing\nMCP kb_search (if available) — search local knowledge base for related research\n\nDomain filtering: use site:github.com, site:reddit.com etc. for targeted results.\n\nCoordination\nEach teammate writes findings to a shared task list\nRequire plan approval before teammates start deep research\nAfter all complete, synthesize findings into research.md\nUse the research.md format from /research skill\nOutput\n\nAfter team completes, the lead should:\n\nSynthesize findings from all 3 teammates\nWrite research.md to docs/ in the current project directory\nProvide GO / NO-GO / PIVOT recommendation\nSuggest next step: /validate \nCommon Issues\nAgent team not available\n\nCause: CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS env var not set. Fix: Ensure .claude/settings.json has \"env\": {\"CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS\": \"1\"}.\n\nTeammates produce overlapping findings\n\nCause: Research areas not clearly separated. Fix: Each teammate has a distinct focus (market/users/tech). The lead synthesizes and deduplicates findings.\n\nWeb search returns limited results\n\nCause: No additional search backends configured. Fix: Teammates fall back to WebSearch (built-in) which is always available. For richer results with engine routing (Reddit, GitHub, YouTube), set up SearXNG (private, self-hosted, free) and configure solograph MCP." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/fortunto2/solo-swarm", "publisherUrl": "https://clawhub.ai/fortunto2/solo-swarm", "owner": "fortunto2", "version": "1.6.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/solo-swarm", "downloadUrl": "https://openagent3.xyz/downloads/solo-swarm", "agentUrl": "https://openagent3.xyz/skills/solo-swarm/agent", "manifestUrl": "https://openagent3.xyz/skills/solo-swarm/agent.json", "briefUrl": "https://openagent3.xyz/skills/solo-swarm/agent.md" } }