API Reference

45+ Endpoints

All endpoints accept and return JSON. Base URL: http://localhost:8000

Method	Endpoint	Description
POST	/score/text	Score any text + domain
POST	/score/pr	Score PR title + description + diff
POST	/score/pr-url	Fetch and score a public GitHub PR URL
POST	/score/repo	Full repo analysis with timeline and hotspots
POST	/score/batch	Score many texts, returns clustering
POST	/score/citations	Citation verification (CrossRef + Semantic Scholar + PubMed)
POST	/improve	Improvement suggestions for flagged sentences
GET	/live/feed	Real content scored live from 10 sources
GET	/live/stats	Ingestion stats — items/min, slop rate, uptime
GET	/live/stream	SSE stream of scored items
POST	/live/score-url	Score any URL in real time
GET	/ticker	60-second rolling window stats
GET	/ticker/live	SSE ticker stream
POST	/signals/epistemic-cowardice	Epistemic cowardice analysis
POST	/signals/counterfactual-absence	Counterfactual analysis
POST	/signals/vocabulary-novelty	Vocabulary novelty curve + visualization
GET	/evaluation/sample	F1/precision/recall on seed dataset
GET	/evaluation/hc3	Multi-source evaluation (431 samples)
GET	/demo/scenarios	8 built-in demo examples with expected scores
GET	/leaderboard/sites	Site quality leaderboard
GET	/leaderboard/repos	Repo oversight leaderboard
GET	/health	Service health check

Example Request

curl -X POST http://localhost:8000/score/text \
  -H "Content-Type: application/json" \
  -d '{
    "text": "Updated the auth module to improve security.",
    "domain": "code_review"
  }'

# Response:
{
  "score": 32,
  "oversight": "low",
  "summary": "Generic improvement claim without specifics",
  "signals": [...],
  "highlights": ["Updated the auth module to improve security."]
}

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