jirmaicds/verifiedpulse

How jirmaicds/verifiedpulse works

VerifiedPulse accepts claims, gathers web evidence, evaluates propositions through rotating LLM providers, scores misinformation risk, and persists checks and provider statistics. The server also exposes metrics and provider-status endpoints. The README is empty; the graph uses the sampled implementation, and unsampled frontend or SQL details are not expanded.

Main entry points: check-claim-handler.js Claim handler · server.js HTTP server · database.js Metrics aggregation · llm-providers.js LLM rotation

Components 18

API and workflow

HTTP server server.js
Claim handler lib/check-claim-handler.js
Claim endpoint api/check-claim.js
HTTP helpers lib/http.js
Provider endpoint api/providers.js
Metrics endpoint api/metrics.js

Evidence and analysis

Web search lib/check-claim-handler.js
Evidence formatting lib/llm-providers.js
LLM rotation lib/llm-providers.js
Risk classification lib/risk.js

Persistence and monitoring

Check records lib/database.js
Misinformation events lib/database.js
Provider statistics lib/database.js
Metrics aggregation lib/database.js

Other components

Claim submitter
Search service
LLM providers
Supabase

Connections 24

Claim submitter → HTTP server: submits claim server.js
HTTP server → Claim handler: routes claim server.js
HTTP server → LLM rotation: serves stats server.js
HTTP server → Metrics aggregation: fetches metrics server.js
Claim endpoint → Claim handler: delegates to api/check-claim.js
Claim handler → HTTP helpers: reads and sends lib/check-claim-handler.js
Claim handler → Web search: searches claim lib/check-claim-handler.js
Web search → Search service: queries lib/check-claim-handler.js
Claim handler → Evidence formatting: formats results lib/check-claim-handler.js
Claim handler → LLM rotation: evaluates claim lib/check-claim-handler.js
LLM rotation → LLM providers: calls provider lib/llm-providers.js
Claim handler → Risk classification: classifies propositions lib/check-claim-handler.js
Claim handler → Check records: inserts check lib/check-claim-handler.js
Claim handler → Misinformation events: records failed check lib/check-claim-handler.js
Claim handler → Provider statistics: updates stats lib/check-claim-handler.js
Check records → Supabase: writes and reads lib/database.js
Misinformation events → Supabase: writes and reads lib/database.js
Provider statistics → Supabase: reads and writes lib/database.js
Metrics aggregation → Supabase: queries records lib/database.js
Metrics aggregation → Risk classification: classifies fallback lib/database.js
Metrics endpoint → Metrics aggregation: fetches metrics api/metrics.js
Metrics endpoint → HTTP helpers: sends JSON api/metrics.js
Provider endpoint → LLM rotation: fetches stats api/providers.js
Provider endpoint → HTTP helpers: sends JSON api/providers.js

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Drawn by GitDiagram on September 30, 2026 from the repository's file tree, README and source files. Read as Markdown ·