Install
openclaw skills install @russellshen1992/2o-verificationHuman verification for AI agents. Submit claims, draft responses, or observation requests to human domain experts via the 2O API. Returns structured verdicts with confidence scores and evidence.
openclaw skills install @russellshen1992/2o-verificationYou can call the 2O API to get human expert verification on factual claims, empathy reviews of draft responses, and real-world witness observations. Human domain experts review submissions and return structured results.
The user needs a 2O API key. Register at https://www.2oapi.xyz/register to get one ($5 free credits included). The key is stored in the TWO_O_API_KEY environment variable.
Use this when you need a human expert to verify whether a claim is true, false, or partially true.
curl -s -X POST "https://www.2oapi.xyz/api/v1/verify" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TWO_O_API_KEY" \
-d '{
"claim": "The claim to verify",
"domain": "general",
"budget_cents": 50
}'
Required fields:
claim (string): The factual statement to verifydomain (string): One of financial, general, geographic, identity, legal, medical, scientific, technicalbudget_cents (integer): Payment in cents. Minimum 50 ($0.50)Optional fields:
context (string): Additional context for the verifierurgency (string): low, medium (default), high, criticalcallback_url (string): Webhook URL for completion notificationtier (string): standard (default, 1 verifier), consensus (3 verifiers, min $3.00), expert_panel (5 verifiers, min $10.00)Response: Returns a JSON object with id (request ID), status ("pending"), and expires_at.
Use this when you have a draft response to a sensitive situation and want a human to review it for tone and empathy.
curl -s -X POST "https://www.2oapi.xyz/api/v1/empathize" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TWO_O_API_KEY" \
-d '{
"draft_response": "The draft text to review",
"context": "Description of the situation",
"budget_cents": 50
}'
Required fields:
draft_response (string): The draft AI response to reviewcontext (string): The situation the user is inbudget_cents (integer): Minimum 50Returns: empathy_score, tone_assessment, sensitivity_flags, suggested_revision
Use this when you need a human to physically observe or confirm something in the real world.
curl -s -X POST "https://www.2oapi.xyz/api/v1/witness" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TWO_O_API_KEY" \
-d '{
"observation_query": "What to observe or check",
"budget_cents": 100
}'
Required fields:
observation_query (string): What the human should observebudget_cents (integer): Minimum 100 ($1.00)Optional fields:
location_address (string): Address for the observationlocation_lat, location_lng (number): GPS coordinatesphoto_required (boolean): Whether photos are neededReturns: observation, photo_urls, observed_at
After submitting any request, poll for status using the request ID:
curl -s "https://www.2oapi.xyz/api/v1/verify/REQUEST_ID" \
-H "Authorization: Bearer $TWO_O_API_KEY"
Status values: pending (waiting for verifier), assigned (verifier working on it), completed (result ready), expired (timed out)
Poll every 30-60 seconds. All three task types (verify, empathize, witness) use this same endpoint.
Once status is completed, fetch the full result:
curl -s "https://www.2oapi.xyz/api/v1/verify/REQUEST_ID/result" \
-H "Authorization: Bearer $TWO_O_API_KEY"
Verify results include: verdict (verified/refuted/partially_verified), confidence (0-1), explanation, evidence_urls
curl -s "https://www.2oapi.xyz/api/v1/agent/balance" \
-H "Authorization: Bearer $TWO_O_API_KEY"
Returns balance_cents, total_spent_cents, total_escrowed_cents.
budget_cents: 50 for verify/empathize, 100 for witness