google-agents-cli-scaffold
Project scaffolding, deployment configuration, and CI/CD setup for Google ADK agents.
openevidence-webhooks-events
Webhooks Events for OpenEvidence.
Full skill instructions
OpenEvidence delivers webhook notifications for clinical evidence retrieval workflows. Subscribe to events when queries complete, evidence bases are updated, new citations are added, or clinical reviews are flagged. Use these webhooks to keep clinical decision support systems current and trigger downstream audit workflows in real time.
const response = await fetch("https://api.openevidence.com/v1/webhooks", {
method: "POST",
headers: {
"Authorization": `Bearer ${process.env.OPENEVIDENCE_API_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
url: "https://yourapp.com/webhooks/openevidence",
events: ["query.completed", "evidence.updated", "citation.added", "review.flagged"],
secret: process.env.OPENEVIDENCE_WEBHOOK_SECRET,
}),
});
import crypto from "crypto";
import { Request, Response, NextFunction } from "express";
function verifyOpenEvidenceSignature(req: Request, res: Response, next: NextFunction) {
const signature = req.headers["x-openevidence-signature"] as string;
const expected = crypto.createHmac("sha256", process.env.OPENEVIDENCE_WEBHOOK_SECRET!)
.update(req.body).digest("hex");
if (!crypto.timingSafeEqual(Buffer.from(signature), Buffer.from(expected))) {
return res.status(401).json({ error: "Invalid signature" });
}
next();
}
import express from "express";
const app = express();
app.post("/webhooks/openevidence", express.raw({ type: "application/json" }), verifyOpenEvidenceSignature, (req, res) => {
const event = JSON.parse(req.body.toString());
res.status(200).json({ received: true });
switch (event.type) {
case "query.completed":
deliverResults(event.data.query_id, event.data.evidence_count); break;
case "evidence.updated":
refreshClinicalCache(event.data.topic_id, event.data.revision); break;
case "citation.added":
indexCitation(event.data.citation_id, event.data.pubmed_id); break;
case "review.flagged":
escalateReview(event.data.review_id, event.data.flag_reason); break;
}
});
| Event | Payload Fields | Use Case |
|---|---|---|
query.completed | query_id, evidence_count, confidence | Deliver clinical answers to requester |
evidence.updated | topic_id, revision, sources_changed | Refresh cached evidence summaries |
citation.added | citation_id, pubmed_id, journal | Index new literature into knowledge base |
review.flagged | review_id, flag_reason, severity | Escalate flagged content for human review |
query.failed | query_id, error_code, retry_after | Alert ops and queue retry |
const processed = new Set<string>();
async function handleIdempotent(event: { id: string; type: string; data: any }) {
if (processed.has(event.id)) return;
await routeEvent(event);
processed.add(event.id);
if (processed.size > 10_000) {
const entries = Array.from(processed);
entries.slice(0, entries.length - 10_000).forEach((id) => processed.delete(id));
}
}
| Issue | Cause | Fix |
|---|---|---|
| Signature mismatch | Secret rotation during deployment | Re-sync secret from OpenEvidence dashboard |
Empty evidence_count | Query matched no indexed sources | Check query scope and topic coverage |
Stale pubmed_id | Citation retracted after indexing | Subscribe to citation.retracted events |
| Review escalation loop | Automated re-flag on same content | Deduplicate by review_id with cooldown |
See openevidence-security-basics.
Project scaffolding, deployment configuration, and CI/CD setup for Google ADK agents.
Set up tracing, logging, and monitoring for deployed ADK agents across Cloud Trace, BigQuery, and third-party platforms.
Enterprise Azure infrastructure architect generating Bicep or Terraform from workload descriptions.
Plan and configure production-ready Azure Kubernetes Service clusters with Day-0 and Day-1 best practices.
Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial sites that need to feel like declassified blueprints.
Web search, scraping, extraction, crawling, and monitoring via ScrapeGraph AI CLI.
Skill for working with Firebase Hosting (Classic). Use this when you want to deploy static web apps, Single Page Apps (SPAs), or simple microservices. Do NOT use for Firebase App Hosting.
Deploy and manage web apps with Firebase App Hosting. Use this skill when deploying Next.js/Angular apps with backends.
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
Build SEO-optimized pages at scale using templates, data, and proven playbook patterns.
Design and build isolated, reusable Convex backend components with clear boundaries and app-facing wrappers.
Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. "deploy to vercel", "set up vercel", "add environment variables to vercel".
Opus.ai: Revolutionize Your Web Experience
Build a no-code AI app in minutes.
An IDE for code migration from legacy to modern frameworks through coding agents.
Automate CGI animation in live-action scenes
Branded artistic QR-code concepts
Launch a website in seconds with AI.
Streamline Your Coding Experience with AI Code Helper
Convert any screenshot or design to clean code.