{ "schemaVersion": "1.0", "item": { "slug": "paper-pdf-two-pass-review", "name": "PaperRead-Skills", "source": "tencent", "type": "skill", "category": "数据分析", "sourceUrl": "https://clawhub.ai/GPIOX/paper-pdf-two-pass-review", "canonicalUrl": "https://clawhub.ai/GPIOX/paper-pdf-two-pass-review", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/paper-pdf-two-pass-review", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=paper-pdf-two-pass-review", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "agents/openai.yaml", "references/round1.md", "references/round2.md", "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/paper-pdf-two-pass-review" }, "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/paper-pdf-two-pass-review", "agentPageUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/agent", "manifestUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/agent.json", "briefUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/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": "Overview", "body": "Run a deterministic two-pass paper analysis workflow on an uploaded PDF.\nPrioritize evidence-grounded outputs and reduce hallucinations by separating fact extraction from interpretation." }, { "title": "Workflow", "body": "Confirm the user has uploaded the PDF in the current chat. If not, ask them to upload it first.\nLoad and execute prompt in references/round1.md to produce a structured fact sheet.\nLoad and execute prompt in references/round2.md using only round-1 facts plus PDF evidence.\nEnforce evidence tags for core claims: [Evidence: p.X, Sec.Y, Fig/Table Z].\nIf any required information is missing, explicitly state Not provided in paper or Insufficient evidence." }, { "title": "Output Rules", "body": "Keep analysis strictly based on uploaded PDF content.\nDo not introduce external papers, benchmarks, or assumptions unless user explicitly asks.\nKeep language concise and technical.\nPreserve required length in pass 2: 2000-3000 words or characters as requested by the prompt." }, { "title": "References", "body": "Round 1 prompt: references/round1.md\nRound 2 prompt: references/round2.md" } ], "body": "CVPR PDF Two-Pass Review\nOverview\n\nRun a deterministic two-pass paper analysis workflow on an uploaded PDF. Prioritize evidence-grounded outputs and reduce hallucinations by separating fact extraction from interpretation.\n\nWorkflow\nConfirm the user has uploaded the PDF in the current chat. If not, ask them to upload it first.\nLoad and execute prompt in references/round1.md to produce a structured fact sheet.\nLoad and execute prompt in references/round2.md using only round-1 facts plus PDF evidence.\nEnforce evidence tags for core claims: [Evidence: p.X, Sec.Y, Fig/Table Z].\nIf any required information is missing, explicitly state Not provided in paper or Insufficient evidence.\nOutput Rules\nKeep analysis strictly based on uploaded PDF content.\nDo not introduce external papers, benchmarks, or assumptions unless user explicitly asks.\nKeep language concise and technical.\nPreserve required length in pass 2: 2000-3000 words or characters as requested by the prompt.\nReferences\nRound 1 prompt: references/round1.md\nRound 2 prompt: references/round2.md" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/GPIOX/paper-pdf-two-pass-review", "publisherUrl": "https://clawhub.ai/GPIOX/paper-pdf-two-pass-review", "owner": "GPIOX", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review", "downloadUrl": "https://openagent3.xyz/downloads/paper-pdf-two-pass-review", "agentUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/agent", "manifestUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/agent.json", "briefUrl": "https://openagent3.xyz/skills/paper-pdf-two-pass-review/agent.md" } }