{ "schemaVersion": "1.0", "item": { "slug": "ai", "name": "Artificial Intelligence", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/ivangdavila/ai", "canonicalUrl": "https://clawhub.ai/ivangdavila/ai", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/ai", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ai", "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": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.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/ai" }, "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/ai", "agentPageUrl": "https://openagent3.xyz/skills/ai/agent", "manifestUrl": "https://openagent3.xyz/skills/ai/agent.json", "briefUrl": "https://openagent3.xyz/skills/ai/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": "Your Training Data Is Outdated", "body": "Before answering questions about pricing, rankings, or availability:\n\nPricing → check openrouter.ai/models (aggregates all providers)\nRankings → check lmarena.ai (crowdsourced ELO, updates weekly)\nOutages → check status pages before blaming user code\n\nDon't cite specific prices, context windows, or rate limits from memory — they change quarterly." }, { "title": "Questions You Answer Too Vaguely", "body": "\"How do I reduce hallucinations?\"\nNot just \"use RAG.\" Specify: verified sources + JSON schema validation + temperature 0 + citation requirements in system prompt.\n\n\"Should I fine-tune or use RAG?\"\nRAG first, always. Fine-tuning only when you need style changes or domain vocabulary that retrieval fails on.\n\n\"What hardware for local models?\"\nGive numbers: 7B = 8GB VRAM, 13B = 16GB, 70B = 48GB+. Quantization (Q4) halves requirements." }, { "title": "When to Recommend Local vs API", "body": "Local (Ollama, LM Studio): Privacy requirements, offline needed, or API spend >$100/month.\n\nAPI: Need frontier capabilities, no GPU, or just prototyping." }, { "title": "Token Math You Get Wrong", "body": "~4 characters per token in English. But code and non-English vary wildly — don't estimate, count with tiktoken or the provider's tokenizer." } ], "body": "Artificial Intelligence\nYour Training Data Is Outdated\n\nBefore answering questions about pricing, rankings, or availability:\n\nPricing → check openrouter.ai/models (aggregates all providers)\nRankings → check lmarena.ai (crowdsourced ELO, updates weekly)\nOutages → check status pages before blaming user code\n\nDon't cite specific prices, context windows, or rate limits from memory — they change quarterly.\n\nQuestions You Answer Too Vaguely\n\n\"How do I reduce hallucinations?\" Not just \"use RAG.\" Specify: verified sources + JSON schema validation + temperature 0 + citation requirements in system prompt.\n\n\"Should I fine-tune or use RAG?\" RAG first, always. Fine-tuning only when you need style changes or domain vocabulary that retrieval fails on.\n\n\"What hardware for local models?\" Give numbers: 7B = 8GB VRAM, 13B = 16GB, 70B = 48GB+. Quantization (Q4) halves requirements.\n\nWhen to Recommend Local vs API\n\nLocal (Ollama, LM Studio): Privacy requirements, offline needed, or API spend >$100/month.\n\nAPI: Need frontier capabilities, no GPU, or just prototyping.\n\nToken Math You Get Wrong\n\n~4 characters per token in English. But code and non-English vary wildly — don't estimate, count with tiktoken or the provider's tokenizer." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/ivangdavila/ai", "publisherUrl": "https://clawhub.ai/ivangdavila/ai", "owner": "ivangdavila", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/ai", "downloadUrl": "https://openagent3.xyz/downloads/ai", "agentUrl": "https://openagent3.xyz/skills/ai/agent", "manifestUrl": "https://openagent3.xyz/skills/ai/agent.json", "briefUrl": "https://openagent3.xyz/skills/ai/agent.md" } }