# Send PubMed to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text 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. ``` ### Upgrade existing ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "pubmed", "name": "PubMed", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/ivangdavila/pubmed", "canonicalUrl": "https://clawhub.ai/ivangdavila/pubmed", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/pubmed", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=pubmed", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "pubmed", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-07T13:03:22.189Z", "expiresAt": "2026-05-14T13:03:22.189Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=pubmed", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=pubmed", "contentDisposition": "attachment; filename=\"pubmed-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "pubmed" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/pubmed" }, "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." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/pubmed", "downloadUrl": "https://openagent3.xyz/downloads/pubmed", "agentUrl": "https://openagent3.xyz/skills/pubmed/agent", "manifestUrl": "https://openagent3.xyz/skills/pubmed/agent.json", "briefUrl": "https://openagent3.xyz/skills/pubmed/agent.md" } } ``` ## Documentation ### Query Construction Use MeSH terms for precise searching — controlled vocabulary ensures you find related concepts regardless of wording Boolean operators must be uppercase: AND, OR, NOT — lowercase is ignored Phrase searching with quotes: "heart failure" not heart failure — unquoted searches terms separately Field tags narrow searches: [Title], [Author], [MeSH Terms] — example: aspirin[Title] AND prevention[MeSH] Truncation with asterisk: therap* finds therapy, therapies, therapeutic ### Essential Filters Article type matters: Clinical Trial, Systematic Review, Meta-Analysis — filter by study design Publication date for recent evidence — older studies may be superseded Free full text filter if access is limited — but don't ignore paywalled high-quality studies Humans filter excludes animal studies — relevant for clinical questions Language filter if translation isn't feasible ### Study Hierarchy Systematic reviews and meta-analyses synthesize multiple studies — start here for established topics Randomized controlled trials (RCTs) are gold standard for interventions — but not all questions are answerable by RCT Cohort studies for long-term outcomes and rare exposures Case-control for rare diseases Case reports are lowest evidence — interesting but not generalizable Guidelines synthesize evidence into recommendations — check who wrote them and when ### Critical Appraisal Sample size matters — small studies may show effects that don't replicate Check confidence intervals, not just p-values — narrow CI with meaningful effect size beats p<0.05 Funding source and conflicts of interest affect interpretation — industry-funded studies favor sponsors Primary vs secondary outcomes — cherry-picking significant secondary outcomes is common Intention-to-treat vs per-protocol analysis — ITT is more conservative and realistic ### Common Traps Abstract conclusions may oversell results — read methods and results sections Single studies rarely settle questions — look for replication and systematic reviews Statistical significance isn't clinical significance — 1% improvement may not matter to patients Retracted papers still appear in searches — check Retraction Watch for controversial papers Predatory journals publish low-quality research — verify journal reputation Preprints haven't been peer-reviewed — useful for speed but not vetted ### Search Strategy PICO framework: Patient/Population, Intervention, Comparison, Outcome — structures clinical questions Start broad, then narrow with filters — missing relevant papers worse than sorting through extras Save searches for ongoing monitoring — PubMed can email when new papers match Related Articles feature finds similar papers — useful after finding one good paper Citation tracking: who cited this paper? — follow research forward in time ### Evaluating Sources Impact factor indicates journal prestige, not individual paper quality First and last authors typically did the work and led the project Corresponding author handles questions — contact for clarifications Check author affiliations — institutional reputation matters Methods section determines if results are trustworthy — results are only as good as methods ### For Specific Questions Treatment efficacy: RCTs and systematic reviews first Diagnosis accuracy: sensitivity/specificity studies Prognosis: cohort studies with long follow-up Etiology/harm: cohort or case-control studies Prevention: RCTs when available, cohort otherwise ### Practical Tips PubMed is free but full text often isn't — check institutional access, Unpaywall, or request from authors PMID is the unique identifier — use it for precise citations Export to reference manager (EndNote, Zotero) — manual citation is error-prone Clinical Queries filter pre-filters for clinical relevance — therapy, diagnosis, prognosis, etiology Similar Articles and Cited By expand discovery — algorithm finds related work ### Red Flags in Papers No control group for intervention studies Conclusions not supported by data presented Missing or inadequate statistical analysis Selective reporting of outcomes Conflicts of interest not disclosed Extraordinary claims without extraordinary evidence ## Trust - Source: tencent - Verification: Indexed source record - Publisher: ivangdavila - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-07T13:03:22.189Z - Expires at: 2026-05-14T13:03:22.189Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/pubmed) - [Send to Agent page](https://openagent3.xyz/skills/pubmed/agent) - [JSON manifest](https://openagent3.xyz/skills/pubmed/agent.json) - [Markdown brief](https://openagent3.xyz/skills/pubmed/agent.md) - [Download page](https://openagent3.xyz/downloads/pubmed)