{"uid":"cap_Rz5eAr-TT5v9mKsZsIuy5","slug":"reproducibility-manifest-builder-38ea6c02","name":"Reproducibility Manifest Builder","description":"Prepare a reproducible research handoff from supplied public or synthetic artifact contents, dependencies, algorithm version, seed and Supplied-record analysis, not independent certification. Full contract at the free describe URL.","url":"https://www.mahastrategies.com/api/v1/verify/provenance/reproducibility-manifest?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"seed":{"type":"integer","maximum":4294967295,"minimum":0},"runId":{"type":"string","maxLength":80},"artifacts":{"type":"array","maxItems":64,"minItems":1},"dataClass":{"enum":["public","synthetic"],"type":"string"},"parameters":{"type":"array","maxItems":32,"minItems":0},"algorithmVersion":{"type":"string","maxLength":80,"minLength":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.010019","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.010019/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.010019","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.010019","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_x1WJfof0PcJoEDaV1OzLJ","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.010019","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates a reproducible research handoff manifest from supplied public or synthetic artifact contents, dependencies, algorithm version, random seed, and run parameters.","exampleAgentPrompt":"Build a reproducibility manifest for my experiment run 'train-run-42' using algorithm version 'xgboost-1.7.3' with seed 271828 on public data — the artifacts are my model weights and training log, and I have two hyperparameter entries to include.","exampleUseCases":[{"title":"ML model training handoff","prompt":"Prepare a reproducibility manifest for my model training run 'gpt-finetune-v3' using algorithm version 'transformers-4.38.0', random seed 123456789, with public data class — include three artifacts: the checkpoint file, config JSON, and eval log."},{"title":"Synthetic data pipeline documentation","prompt":"Generate a reproducibility handoff for my synthetic data generation pipeline, run ID 'synth-pipeline-2024-07', algorithm version 'sdv-1.12.1', seed 999999999, data class synthetic, with the generated CSV and schema file as artifacts."},{"title":"Research experiment sharing","prompt":"Create a reproducibility manifest for my experiment 'ablation-study-run-05' — algorithm version 'pytorch-2.2.0', seed 42, public data class, artifacts are the model weights and results CSV, and I have five parameter entries describing my training config."}],"resultDescription":"A structured reproducibility manifest document capturing artifact references, algorithm version, random seed, run ID, parameters, and data class — formatted as a handoff record enabling others to understand and re-run the described experiment using the same declared inputs.","failureModes":["Missing required algorithmVersion field returns validation error","Artifacts array empty or exceeds 64-item limit returns schema rejection","Seed value outside 0–4294967295 range fails validation","dataClass enum value not 'public' or 'synthetic' causes rejection","runId exceeding 80 characters returns length validation error","Parameters array exceeding 32 items causes rejection"],"whenToPreferThis":"Choose this endpoint when you need to package a research run into a structured, shareable reproducibility manifest — especially when working with public or synthetic datasets and needing to declare algorithm version, random seed, and artifact inventory. Not suitable for independent third-party certification; use for researcher-authored provenance documentation and handoff.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:38:53.612Z","isFirstParty":false,"canonicalSlug":"reproducibility-manifest-builder-15a38ebf"}