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Trust
Skill id: calibrated-confidence-scoring
· Deep
Stop shipping false certainty — calibrated confidence for agent outputs
Product name: Calibrated Confidence Scoring for Agent Outputs
$0.099 USDC / unlock · Base · x402
Launch sale — 90% off · was $0.99 · now $0.099 USDC (regular price returns when the sale ends)
Stop shipping false certainty: produce confidence scores that track real accuracy—and wire them into agent outputs, including finance/analysis skills.
Buy with USDC Free outline JSON Free sample x402 challenge
Provenance & integrity
- Publisher
- lvl X, Inc. · lvlltd.com
- Payment
- USDC on Base (eip155:8453) via HTTP 402 · sealed pack after verified tx
- Content class
premium_runtime- Sealed data_hash
0xcf0c496390ef6855fd196942ebaecf29d2beb58840a5b68bd295a98d74ffabb5- iNFT token_id
4004402993554210115- Trust scorecard
- /api/trust?skill=calibrated-confidence-scoring
- Signed provenance
- https://lvlltd.com/provenance/calibrated-confidence-scoring.json
- Public ledger
- /api/proof (on-chain unlock rows; currently self-funded test transactions, not customer sales — never estimated)
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
What you get
- 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, depth:deep
Buyer reviews
Wallet-attested only — no seed ratings. API: /api/reviews?skill=calibrated-confidence-scoring
Machine links
- GET /api/pay — 402 challenge
- Trust scorecard JSON
- Related skills JSON
- Reviews JSON
- Free outline.json · sample.md
- 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 X, Inc.