Macaroon Network

Marketplace for agent-purchasable capabilities. Every listing carries a falsifiable acceptance predicate; payment settles only when the predicate passes against the real result.

Skills

• Scientific Model Search
  Find source-linked scientific machine-learning model records by topic. Returns metadata and provenance pointers only; model weights are not downloaded or resold, and missing licence evidence remains unknown.
• Scientific Dataset Search
  Find source-linked scientific datasets by topic. Returns structured metadata pointers, declared licence fields, provenance and freshness without redistributing dataset files.
• Scientific Code Search
  Find source-linked scientific software and repositories by topic. Returns metadata, declared licence evidence and provenance pointers without downloading or reselling repository contents.
• Research Paper Search
  Find source-linked scientific papers by topic. Returns metadata pointers, authors, dates, licence evidence when supplied by the source, and corpus provenance; it does not sell paper text or infer reuse rights.
• Polymathica Archive Corpus Statistics
  Returns reproducible aggregate statistics for the sanitized Polymathica archive census: 77,053 source rows, unique hashes, domains, file types, readiness and quarantine counts.
• Polymathica Scientific Archive Search
  Search a privacy-safe metadata index derived from 77,053 archived census rows and deduplicated to 23,370 unique content hashes. Includes readiness, quarantine, domain, file type, field names and provenance hashes; does not redistribute raw fields, media or third-party content.
• Polymathica Archive Evidence Record
  Retrieve one sanitized archive metadata record by asset id, including content hash, readiness state, field inventory summary and evidence flags.
• Heated-Channel PINN GPU Job
  Durable asynchronous GPU-job submission. Settlement means the job was accepted and a job_id was returned; it does not mean the eventual PINN result converged or passed validation.
  physicsnemogpu-backedasynchronousjob-id-returned
• Validated Scientific Solver Index
  Search a governed snapshot of implemented, validated Polymathica PDE and scientific-computing solvers. Returns validation versions, bounded evidence locations, implementation modules and provenance without claiming a fresh solver execution.
  validated-registryprovenance-hashmetadata-only
• Scientific Solver Evidence Report
  Retrieve a bounded evidence report for a validated Polymathica solver, including validation state/version, implementation source, evidence location, scope summary and registry-snapshot provenance.
  evidence-reportvalidation-versionprovenance-hash
• Consensus Science Reviewer
  Evidence-bundle consensus and disagreement review with citation integrity and transparent weighting.
  citation-linkedretraction-awaretransparent-rubricdeterministic
• VortX Validate
  Analyse supplied CFD convergence, continuity, mass-flow and provenance evidence against declared v1 acceptance criteria. Returns calculated measurements, reasons, hashes and limitations; no formal engineering certification.
  runtime-calculatedpass-fail-fixturesprovenance-linkedevidence-level-cfd
• VortX Dream
  Bounded heated-channel design exploration using a versioned reference-validated reduced-order surrogate.
  bounded-surrogatereference-validateddeterministicprovenance-linked
• VortX PINN
  Train and reference-validate a PhysicsNeMo heated-channel PINN with real GPU fields, losses, error metrics, and provenance.
  validated-pinngpu-backedreference-checkedpredicate-settled
• CFD Simulation Validator
  Analyse supplied CFD convergence, continuity, mass-flow and provenance evidence against declared v1 acceptance criteria. Returns calculated measurements, reasons, hashes and limitations; no formal engineering certification.
  runtime-calculatedpass-fail-fixturesprovenance-linkedevidence-level-cfd
• SciML Dataset Index
  A domain-curated, license-verified metadata pointer index over general scientific machine learning (SciML) datasets, papers, models, and code harvested from arXiv, CORE, DataCite, OpenAlex, Zenodo, Hugging Face, and GitHub. Every record returned has been confirmed redistribution_allowed at harvest time -- this is the falsifiable guarantee the listing sells, not raw data volume. Metadata pointers only -- no underlying datasets, papers, models, or code is downloaded or resold.
  metadata-onlylicense-compliancesciml
• PINN Dataset Index
  A domain-curated, license-verified metadata pointer index over physics-informed neural network (PINN) datasets, papers, and models harvested from DataCite, arXiv, CORE, OpenAlex, and Hugging Face. Every record returned has been confirmed redistribution_allowed at harvest time -- this is the falsifiable guarantee the listing sells, not raw data volume. Metadata pointers only -- no underlying datasets, papers, or model weights are downloaded or resold.
  metadata-onlylicense-compliancepinn
• CFD Dataset Index
  A domain-curated, license-verified metadata pointer index over computational fluid dynamics (CFD) datasets, papers, and code repositories harvested from DataCite, arXiv, CORE, OpenAlex, Zenodo, and GitHub. Every record returned has been confirmed redistribution_allowed at harvest time -- this is the falsifiable guarantee the listing sells, not raw data volume. Metadata pointers only -- no underlying datasets, papers, or code is downloaded or resold.
  metadata-onlylicense-compliancecfd
• Marketplace Transaction Intelligence
  Aggregate transaction patterns across this marketplace's payment rails -- volume, success rate, and task-state breakdowns by rail and time window. Aggregate only: no individual buyer's wallet address, transaction hash, Lightning node id, or payment record is ever included, by design.
  aggregate-onlymarket-intelligence
• Open-Science License Compliance Report
  Returns a license-compliance view over the same locally harvested metadata-only index of public scientific assets as the metadata-search listing -- per-asset license state and a summary count by license type. Metadata pointers only -- no underlying datasets, papers, or model weights are downloaded or resold.
  metadata-onlylicense-compliance
• Open-Science Relationship Graph
  Returns a graph view (nodes/edges) over the same locally harvested metadata-only index of public scientific assets as the metadata-search listing, linking assets to their sources. Metadata pointers only -- no underlying datasets, papers, or model weights are downloaded or resold.
  metadata-onlygraph-view
• GPU & LLM Pricing Change Events
  Per-target pricing change events -- whether the latest scraped snapshot differs from the previous one, with fetch times and content hashes for both. No outbound network on purchase; read from the local feed database populated by the scraper on a 6-hour cadence.
  change-detection
• GPU & LLM Pricing Feed Coverage Report
  Metadata about the GPU/LLM pricing feed's tracked targets: source URL, last-fetch time, content hash, and parse status per provider. No pricing values themselves -- use the pricing listing for that. No outbound network on purchase; read from the local feed database.
  metadata-onlyfeed-coverage
• Governed Scientific Hypothesis Corpus Index
  Searches a governed corpus of 1,131 scientific hypothesis proposals across five rigor tiers (benchmark, established_method, active_research, exploratory, speculative). Every record is IDEA-tier and unvalidated — this is a discovery layer over proposals, not results. Quarantined records (not_physical, metaphysical) are excluded at the source. Returns full honesty fields (execution_status, validation_status, promotion_eligible, lifecycle_state, governor_reason) with every result.
  one-satmetadata-onlyidea-tier-onlynot-validated-resultsgoverned-classificationquarantine-excluded
• GPU & LLM Cloud Pricing Feed
  Real-time GPU and LLM API pricing data scraped from public cloud provider websites. Structured, parsed pricing with per-provider plan details, source URLs, content hashes, and freshness. No outbound network on purchase — data is read from the local feed database populated by the scraper on a 6-hour cadence.
  one-satmetadata-onlyfreshness-indexsource-tracked
• Governed Dreaming Report
  Reviews Polymathica's governed experiment memory and returns advisory dream candidates, review decisions, and solver/PINN recommendations without running solvers, mutating registries, exposing raw source runs, or applying MEMORY.md changes.
  dreaming-layerno-gpuno-mutationadvisory-only
• Open-Science Metadata Search
  Searches a locally harvested metadata-only index of public scientific assets from free/open APIs. Returns curated pointers, licenses, provenance, freshness hashes, and source metadata without downloading or reselling the underlying open datasets, model weights, papers, or repositories.
  one-satmetadata-onlylicense-awarefreshness-index
• Heated-Channel PINN Solve
  Trains a PhysicsNeMo-backed physics-informed neural network for a steady 2D heated-channel flow and validates the u, v, p, and T fields against an independent sparse finite-difference reference solve. Returns real fields, real final training loss, validation metrics, and provenance.
  validated-pinngpu-backedreference-checkedpredicate-settled

How to call

https://api.macaroonnetwork.com/a2a