{ "schemaVersion": "1.0", "item": { "slug": "research-idea", "name": "Research Idea", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/rqrqrqrq/research-idea", "canonicalUrl": "https://clawhub.ai/rqrqrqrq/research-idea", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/research-idea", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=research-idea", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "README.md", "SKILL.md", "templates/idea-exploration-prompt.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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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/research-idea" }, "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/research-idea", "agentPageUrl": "https://openagent3.xyz/skills/research-idea/agent", "manifestUrl": "https://openagent3.xyz/skills/research-idea/agent.json", "briefUrl": "https://openagent3.xyz/skills/research-idea/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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "Idea Exploration Skill (Clawdbot Native)", "body": "Launch autonomous background sessions to explore business ideas in depth. Get market research, technical analysis, GTM strategy, and actionable recommendations—all using built-in Clawdbot features." }, { "title": "Quick Start", "body": "Trigger phrase: Say Idea: [description] and the assistant will:\n\nSpawn a background sub-agent session using sessions_spawn\nResearch and analyze the idea comprehensively\nSave results to ~/clawd/ideas//research.md\nSend the file + summary back to this Telegram chat" }, { "title": "How It Works", "body": "User: \"Idea: AI calendar assistant\"\n ↓\n┌─────────────────────────────────┐\n│ 1. Detect \"Idea:\" trigger │\n│ 2. sessions_spawn background │\n│ 3. Sub-agent researches │\n│ 4. Writes research.md │\n│ 5. Returns to main chat │\n│ 6. Sends file + summary │\n└─────────────────────────────────┘" }, { "title": "Prerequisites", "body": "Clawdbot with sessions_spawn enabled\nNo external CLIs needed (fully native)" }, { "title": "AGENTS.md Integration", "body": "Add this to your AGENTS.md:\n\n## Idea Exploration\n\n**When user says \"Idea: [description]\":**\n\n1. Extract the idea description\n2. Create a slug from the idea (lowercase, hyphens)\n3. Use `sessions_spawn` to launch a background research session:\n - **task**: Use the template from `skills/idea-clawdbot/templates/idea-exploration-prompt.md`\n - **label**: `idea-research-`\n - **cleanup**: keep (so we can review the session later)\n4. Confirm: \"🔬 Research started for: [idea]. I'll ping you when done (usually 3-5 minutes).\"\n5. When the sub-agent completes, send the research file to the chat\n\n**Result handling:**\n- Research saved to: `~/clawd/ideas//research.md`\n- Send file as document via Telegram\n- Include brief summary of verdict (🟢/🟡/🟠/🔴)" }, { "title": "Analysis Framework", "body": "The exploration covers:\n\nCore Concept Analysis - Problem, assumptions, uniqueness\nMarket Research - Users, TAM/SAM/SOM, competitors\nTechnical Implementation - Stack, MVP scope, challenges\nBusiness Model - Revenue, pricing, unit economics\nGo-to-Market Strategy - Launch, acquisition, partnerships\nRisks & Challenges - Technical, competitive, regulatory\nVerdict & Recommendations - Clear yes/no with action plan" }, { "title": "Verdict Types", "body": "🟢 STRONG YES - Clear opportunity, pursue aggressively\n🟡 CONDITIONAL YES - Promising but needs validation\n🟠 PIVOT RECOMMENDED - Core insight good, execution needs work\n🔴 PASS - Too many red flags" }, { "title": "Example Output", "body": "~/clawd/ideas/ai-calendar-assistant/\n├── metadata.txt\n├── research.md # 400-500 line comprehensive analysis" }, { "title": "Tips", "body": "Ideas typically take 3-5 minutes to analyze\nCheck session progress: clawdbot sessions list --kinds spawn\nMonitor sub-agent: clawdbot sessions history \nResults come back to the same chat automatically" }, { "title": "Template Variables", "body": "When spawning the sub-agent, replace these in the prompt template:\n\n{IDEA_DESCRIPTION}: The actual idea text\n{IDEA_SLUG}: URL-friendly version (e.g., \"ai-powered-calendar\")" } ], "body": "Idea Exploration Skill (Clawdbot Native)\n\nLaunch autonomous background sessions to explore business ideas in depth. Get market research, technical analysis, GTM strategy, and actionable recommendations—all using built-in Clawdbot features.\n\nQuick Start\n\nTrigger phrase: Say Idea: [description] and the assistant will:\n\nSpawn a background sub-agent session using sessions_spawn\nResearch and analyze the idea comprehensively\nSave results to ~/clawd/ideas//research.md\nSend the file + summary back to this Telegram chat\nHow It Works\nUser: \"Idea: AI calendar assistant\"\n ↓\n┌─────────────────────────────────┐\n│ 1. Detect \"Idea:\" trigger │\n│ 2. sessions_spawn background │\n│ 3. Sub-agent researches │\n│ 4. Writes research.md │\n│ 5. Returns to main chat │\n│ 6. Sends file + summary │\n└─────────────────────────────────┘\n\nPrerequisites\nClawdbot with sessions_spawn enabled\nNo external CLIs needed (fully native)\nAGENTS.md Integration\n\nAdd this to your AGENTS.md:\n\n## Idea Exploration\n\n**When user says \"Idea: [description]\":**\n\n1. Extract the idea description\n2. Create a slug from the idea (lowercase, hyphens)\n3. Use `sessions_spawn` to launch a background research session:\n - **task**: Use the template from `skills/idea-clawdbot/templates/idea-exploration-prompt.md`\n - **label**: `idea-research-`\n - **cleanup**: keep (so we can review the session later)\n4. Confirm: \"🔬 Research started for: [idea]. I'll ping you when done (usually 3-5 minutes).\"\n5. When the sub-agent completes, send the research file to the chat\n\n**Result handling:**\n- Research saved to: `~/clawd/ideas//research.md`\n- Send file as document via Telegram\n- Include brief summary of verdict (🟢/🟡/🟠/🔴)\n\nAnalysis Framework\n\nThe exploration covers:\n\nCore Concept Analysis - Problem, assumptions, uniqueness\nMarket Research - Users, TAM/SAM/SOM, competitors\nTechnical Implementation - Stack, MVP scope, challenges\nBusiness Model - Revenue, pricing, unit economics\nGo-to-Market Strategy - Launch, acquisition, partnerships\nRisks & Challenges - Technical, competitive, regulatory\nVerdict & Recommendations - Clear yes/no with action plan\nVerdict Types\n🟢 STRONG YES - Clear opportunity, pursue aggressively\n🟡 CONDITIONAL YES - Promising but needs validation\n🟠 PIVOT RECOMMENDED - Core insight good, execution needs work\n🔴 PASS - Too many red flags\nExample Output\n~/clawd/ideas/ai-calendar-assistant/\n├── metadata.txt\n├── research.md # 400-500 line comprehensive analysis\n\nTips\nIdeas typically take 3-5 minutes to analyze\nCheck session progress: clawdbot sessions list --kinds spawn\nMonitor sub-agent: clawdbot sessions history \nResults come back to the same chat automatically\nTemplate Variables\n\nWhen spawning the sub-agent, replace these in the prompt template:\n\n{IDEA_DESCRIPTION}: The actual idea text\n{IDEA_SLUG}: URL-friendly version (e.g., \"ai-powered-calendar\")" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/rqrqrqrq/research-idea", "publisherUrl": "https://clawhub.ai/rqrqrqrq/research-idea", "owner": "rqrqrqrq", "version": "0.1.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/research-idea", "downloadUrl": "https://openagent3.xyz/downloads/research-idea", "agentUrl": "https://openagent3.xyz/skills/research-idea/agent", "manifestUrl": "https://openagent3.xyz/skills/research-idea/agent.json", "briefUrl": "https://openagent3.xyz/skills/research-idea/agent.md" } }