{ "schemaVersion": "1.0", "item": { "slug": "peer-reviewer", "name": "Peer Reviewer", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/sschepis/peer-reviewer", "canonicalUrl": "https://clawhub.ai/sschepis/peer-reviewer", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/peer-reviewer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=peer-reviewer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "README.md", "SKILL.md", "package.json", "src/adapters/arxiv.ts", "src/adapters/file_storage.ts", "src/adapters/openclaw_llm.ts" ], "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. 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Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-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/peer-reviewer" }, "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/peer-reviewer", "agentPageUrl": "https://openagent3.xyz/skills/peer-reviewer/agent", "manifestUrl": "https://openagent3.xyz/skills/peer-reviewer/agent.json", "briefUrl": "https://openagent3.xyz/skills/peer-reviewer/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": "Peer Reviewer", "body": "A rigorous academic review system that uses multiple AI agents to deconstruct, attack, and judge scientific papers." }, { "title": "When to use", "body": "Use this skill when:\n\nThe user asks to \"review this paper\" or \"find flaws in this logic\".\nYou need to check an academic paper for contradictions with established literature.\nYou want a \"Reviewer 2\" style critique of a text." }, { "title": "How to use", "body": "Run the tool via the Node.js CLI in the installation directory.\n\nDirectory: /Users/sschepis/Development/peer-reviewer" }, { "title": "Command", "body": "node dist/index.js \"\"" }, { "title": "Arguments", "body": "path_to_paper_or_raw_text: either a file path (absolute or relative to the package root) OR the raw text of the paper/claim." }, { "title": "Output", "body": "The tool outputs a \"Merit Report\" in JSON format, containing:\n\noverallScore (0-10)\ndefenseStrategy\nsuggestions (list of improvements)\ndimensions (scores for logic, novelty, etc.)" }, { "title": "Examples", "body": "Review a local file:\n\ncd /Users/sschepis/Development/peer-reviewer\nnode dist/index.js \"/Users/sschepis/Desktop/research/draft_v1.txt\"\n\nReview a raw claim:\n\ncd /Users/sschepis/Development/peer-reviewer\nnode dist/index.js \"Claim: P=NP because I can solve Traveling Salesman in O(1) by guessing.\"" }, { "title": "Configuration", "body": "Ensure google.json is present in the root directory or GOOGLE_APPLICATION_CREDENTIALS is set if running in a new environment." } ], "body": "Peer Reviewer\n\nA rigorous academic review system that uses multiple AI agents to deconstruct, attack, and judge scientific papers.\n\nWhen to use\n\nUse this skill when:\n\nThe user asks to \"review this paper\" or \"find flaws in this logic\".\nYou need to check an academic paper for contradictions with established literature.\nYou want a \"Reviewer 2\" style critique of a text.\nHow to use\n\nRun the tool via the Node.js CLI in the installation directory.\n\nDirectory: /Users/sschepis/Development/peer-reviewer\n\nCommand\nnode dist/index.js \"\"\n\nArguments\npath_to_paper_or_raw_text: either a file path (absolute or relative to the package root) OR the raw text of the paper/claim.\nOutput\n\nThe tool outputs a \"Merit Report\" in JSON format, containing:\n\noverallScore (0-10)\ndefenseStrategy\nsuggestions (list of improvements)\ndimensions (scores for logic, novelty, etc.)\nExamples\n\nReview a local file:\n\ncd /Users/sschepis/Development/peer-reviewer\nnode dist/index.js \"/Users/sschepis/Desktop/research/draft_v1.txt\"\n\n\nReview a raw claim:\n\ncd /Users/sschepis/Development/peer-reviewer\nnode dist/index.js \"Claim: P=NP because I can solve Traveling Salesman in O(1) by guessing.\"\n\nConfiguration\n\nEnsure google.json is present in the root directory or GOOGLE_APPLICATION_CREDENTIALS is set if running in a new environment." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/sschepis/peer-reviewer", "publisherUrl": "https://clawhub.ai/sschepis/peer-reviewer", "owner": "sschepis", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/peer-reviewer", "downloadUrl": "https://openagent3.xyz/downloads/peer-reviewer", "agentUrl": "https://openagent3.xyz/skills/peer-reviewer/agent", "manifestUrl": "https://openagent3.xyz/skills/peer-reviewer/agent.json", "briefUrl": "https://openagent3.xyz/skills/peer-reviewer/agent.md" } }