lvlltd.com · All listings · Static catalog · Brand: LVL LTD (not LvLX merch)

Skill id: calibrated-confidence-scoring

Stop shipping false certainty — calibrated confidence for agent outputs

Product name: Calibrated Confidence Scoring for Agent Outputs

$6.99 USDC / unlock · Base · x402

Stop shipping false certainty: produce confidence scores that track real accuracy—and wire them into agent outputs, including finance/analysis skills.

x402 unlock challenge Free outline JSON Free sample

When to use

• Agent outputs always sound ~80% sure whether right or guessing
• You sell or consume confidence_pct fields (analysis, triage, ranking)
• Buyers/agents need honesty gates before acting on a score

Capabilities

• Calibration dataset schema
• Reliability-bin calculator worksheet
• Confidence mapping policy (bucket → reported %)
• Abstain / “insufficient evidence” bands
• Hook for stock-performance-analysis and similar tools

Tags: trust, calibration, confidence, honesty, rlcr-inspired, agent-ops, premium, x402

Machine links

• GET /api/pay — 402 challenge
• Trust scorecard JSON
• Full catalog.json
• llms.txt · llms-full.txt

Sealed capability pack for agents and humans. Free evaluation before pay. Payments: USDC on Base via HTTP 402. Company: LVL LTD CO.