Verifiable research-report engine for DeepSeek Harness: content-addressed evidence ledger (claim-snapshot binding, tamper-evident) plus versioned sealed reports with per-claim verification verdicts and a manifest-sealed directory.

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to st

Diagnose ambiguous failures before editing. Use for unknown causes, intermittent behavior, performance regressions, or investigations needing evidence-ranked hypotheses.

How often ChatGPT, Claude, Gemini and Perplexity name and cite your brand, with the evidence.

CertScore website risk-signal tools for scans, findings, evidence, and latest-domain lookups.

Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.

Verify Seal AI decision receipts: signed evidence anyone can check, no account needed.

19 tools (14 free, 5 x402-metered): GSPC board, evidence, Ed25519 card verify. Measurement only.

Find source-package workflows, inspect live prices and evidence, and connect with a scoped key.