# Packrift Benchmark Navigator - Full Agent Context Canonical site: https://packrift-benchmark-navigator.vercel.app/ Short agent overview: https://packrift-benchmark-navigator.vercel.app/llms.txt Sitemap: https://packrift-benchmark-navigator.vercel.app/sitemap.xml Robots: https://packrift-benchmark-navigator.vercel.app/robots.txt ## What This Resource Is Packrift Benchmark Navigator is a public Packrift-owned resource for inspecting packaging benchmark artifacts. It helps humans, crawlers, and AI agents understand Packrift's packaging source corpus, cartonization fixture pack, generated packingsolver-compatible scenario files, quality guardrails, and publication status. The resource is read-only. It is not an ordering endpoint, not a checkout path, not a production fulfillment system, and not a claim that the included scenarios have known optimal packing solutions. ## Core Human Pages - Navigator home: https://packrift-benchmark-navigator.vercel.app/ - Source register: https://packrift-benchmark-navigator.vercel.app/sources.html - Data dictionary: https://packrift-benchmark-navigator.vercel.app/data-dictionary.html - Quality ledger preview: https://packrift-benchmark-navigator.vercel.app/quality-ledger.html - Solver map: https://packrift-benchmark-navigator.vercel.app/solver-map.html - Methods: https://packrift-benchmark-navigator.vercel.app/methods.html - Citation guide: https://packrift-benchmark-navigator.vercel.app/citation.html - Publication status: https://packrift-benchmark-navigator.vercel.app/publication.html - Packingsolver fixture overview: https://packrift-benchmark-navigator.vercel.app/packingsolver-fixtures.html - Packingsolver source-to-format specification: https://packrift-benchmark-navigator.vercel.app/packingsolver-format-spec.html - Packingsolver converter script page: https://packrift-benchmark-navigator.vercel.app/packingsolver-converter.html - Packingsolver instance index: https://packrift-benchmark-navigator.vercel.app/packingsolver-instance-index.html - Fixture publication kit: https://packrift-benchmark-navigator.vercel.app/packingsolver-fixture-publication-kit.html ## Machine-Readable Entry Points - llms.txt: https://packrift-benchmark-navigator.vercel.app/llms.txt - llms-full.txt: https://packrift-benchmark-navigator.vercel.app/llms-full.txt - OpenAPI: https://packrift-benchmark-navigator.vercel.app/openapi.json - OpenAPI alias: https://packrift-benchmark-navigator.vercel.app/ai/openapi.json - Well-known OpenAPI: https://packrift-benchmark-navigator.vercel.app/.well-known/openapi.json - Agent Manifest Protocol manifest: https://packrift-benchmark-navigator.vercel.app/.well-known/agent-manifest.json - API catalog: https://packrift-benchmark-navigator.vercel.app/.well-known/api-catalog - Authentication notes: https://packrift-benchmark-navigator.vercel.app/auth.md - Agent skills index: https://packrift-benchmark-navigator.vercel.app/.well-known/agent-skills/index.json - Fixture inspection skill: https://packrift-benchmark-navigator.vercel.app/.well-known/agent-skills/packrift-benchmark-fixture-inspection.md - AI plugin manifest: https://packrift-benchmark-navigator.vercel.app/.well-known/ai-plugin.json - Dataset JSON-LD: https://packrift-benchmark-navigator.vercel.app/ai/dataset.jsonld - Croissant metadata: https://packrift-benchmark-navigator.vercel.app/metadata.json - Source register CSV: https://packrift-benchmark-navigator.vercel.app/data/source-register.csv - Source register JSONL: https://packrift-benchmark-navigator.vercel.app/data/source-register.jsonl - Data Package descriptor: https://packrift-benchmark-navigator.vercel.app/data/benchmark-navigator-datapackage.json - RO-Crate metadata: https://packrift-benchmark-navigator.vercel.app/data/ro-crate-metadata.json - DCAT metadata: https://packrift-benchmark-navigator.vercel.app/data/dcat.jsonld - Citation metadata: https://packrift-benchmark-navigator.vercel.app/CITATION.cff - Checksum manifest: https://packrift-benchmark-navigator.vercel.app/data/CHECKSUMS.sha256 ## Packingsolver Integration Brief - [Integration brief HTML](https://packrift-benchmark-navigator.vercel.app/packingsolver-fixtures-integration-brief.html) - [Integration brief JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/integration-brief.json) - [Integration brief Markdown](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/integration-brief.md) This maintainer-facing packet summarizes the Packrift converter, parser-aligned file map, validation gates, scenario counts, and use boundaries. It is an owned public technical asset, not upstream acceptance or third-party endorsement. ## Packingsolver Scenario Browser - [Scenario browser](https://packrift-benchmark-navigator.vercel.app/packingsolver-scenarios.html) - [Scenario browser JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/scenario-browser.json) The scenario browser exposes 350 human-readable review pages for generated Packrift packingsolver file sets. Each page links its public bins, items, and parameters CSV files and repeats the boundary that scenarios are not real customer orders or solver-result claims. ## Packingsolver Facet Browsers - [Family browser](https://packrift-benchmark-navigator.vercel.app/packingsolver-families.html) - [Carton browser](https://packrift-benchmark-navigator.vercel.app/packingsolver-cartons.html) - [Facet browser JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/facet-browser.json) The facet browsers expose 10 scenario-family pages and 120 candidate-carton pages for the generated Packrift packingsolver fixture pack. These pages are owned Packrift review and navigation surfaces, not real customer orders, solver-result claims, third-party backlinks, or referring-domain wins. ## Packingsolver Fixture Pack The Packrift packingsolver fixture pack is generated from public Packrift packaging product information and synthetic scenario construction. It is intended for converter tests, parser inspection, and repeatable benchmark-style experiments. Important fixture URLs: - Fixture overview: https://packrift-benchmark-navigator.vercel.app/packingsolver-fixtures.html - Format specification: https://packrift-benchmark-navigator.vercel.app/packingsolver-format-spec.html - Converter page: https://packrift-benchmark-navigator.vercel.app/packingsolver-converter.html - Format map JSON: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/packingsolver-format-map.json - Converter script: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/convert_box_packrift.py - Carton/bin CSV: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/fixture_cartons_v2026.05.31.csv - Order-line CSV: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/fixture_orders_v2026.05.31.csv - Order summary CSV: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/fixture_order_summaries_v2026.05.31.csv - Fixture manifest: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/manifest.json - Fixture Data Package: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/datapackage.json - Fixture README: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/README.md - Fixture quality report: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/quality-report.json - Fixture checksums: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/CHECKSUMS.sha256 ## Packingsolver Instance Index The instance index maps each generated scenario to its three packingsolver-compatible input files: - bins.csv - items.csv - parameters.csv Current public counts: - 350 generated scenarios - 1,050 generated solver input files - 350 complete file sets - 10 scenario families Instance index URLs: - Human index: https://packrift-benchmark-navigator.vercel.app/packingsolver-instance-index.html - CSV index: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/instance-index.csv - JSON index: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/instance-index.json The first scenario in the current generated index is `packrift-20260531-0002-apparel-return`. The last scenario is `packrift-20260531-0360-bulk-lightweight`. Scenario families include apparel-return, electronics-accessory, book-media, home-goods-small, subscription-bundle, warehouse-restock, marketplace-replacement, sample-kit, bulk-lightweight, and beauty-sampler. ## Packingsolver Reproducibility Report The reproducibility report validates that the public converter, source CSV files, instance index, and generated packingsolver input folders agree. - Human report: https://packrift-benchmark-navigator.vercel.app/packingsolver-reproducibility-report.html - JSON report: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/converter-validation-report.json - Converter script: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/convert_box_packrift.py - Format map: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/packingsolver-format-map.json The report is owned Packrift evidence only. It does not claim an optimal solution, real customer order, live inventory, freight approval, or third-party publication. ## Fixture Publication Kit The fixture publication kit prepares the dataset for human-auth publication to appropriate artifact venues, but it does not itself publish to those venues. Publication kit URLs: - Publication kit page: https://packrift-benchmark-navigator.vercel.app/packingsolver-fixture-publication-kit.html - Publication ZIP: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/packrift-packingsolver-fixtures-v2026.05.31.zip - ZIP checksum: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/packrift-packingsolver-fixtures-v2026.05.31.zip.sha256 - README: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/README.md - Publication fields: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/PUBLICATION-FIELDS.md - Post-publish verifier: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/POST-PUBLISH-VERIFY.md - License boundary note: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/LICENSE-BOUNDARY.md - Zenodo metadata draft: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/zenodo-metadata-draft-needs-license.json - DataCite metadata: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/datacite.json - DCAT metadata: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/dcat.jsonld - Kit validation report: https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/publication-kit/kit-validation-2026-05-31.json Dataset-platform publication venues such as Zenodo, Hugging Face, Kaggle, Figshare, OSF, and Internet Archive item pages require account identity, license confirmation, or human-auth publication. Agents must not handle login credentials, passkeys, 2FA, tokens, CAPTCHA, or license decisions for Packrift. ## Verification and Sitemap Diagnostics - [Verification ledger](https://packrift-benchmark-navigator.vercel.app/verification-ledger.html) - [Verification ledger JSON](https://packrift-benchmark-navigator.vercel.app/data/verification-ledger.json) - [Verification ledger CSV](https://packrift-benchmark-navigator.vercel.app/data/verification-ledger.csv) - [Sitemap index](https://packrift-benchmark-navigator.vercel.app/sitemap-index.xml) - [Core sitemap](https://packrift-benchmark-navigator.vercel.app/sitemap-core.xml) - [Packingsolver sidecar sitemap](https://packrift-benchmark-navigator.vercel.app/sitemap-packingsolver-sidecars.xml) - [Packingsolver generated instance sitemap](https://packrift-benchmark-navigator.vercel.app/sitemap-packingsolver-instances.xml) - [Fixture publication kit sitemap](https://packrift-benchmark-navigator.vercel.app/sitemap-publication-kit.xml) The verification ledger separates owned public URLs, Internet Archive replay proof, discovery-only receipts, and held-out surfaces. It should not be read as third-party endorsement or SEO-tool-visible referring-domain proof. ## Packingsolver Data Contract - [Data contract](https://packrift-benchmark-navigator.vercel.app/packingsolver-data-contract.html) - [Data contract JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/data-contract.json) - [Data contract CSV](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/data-contract.csv) - [CSVW metadata](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/csvw-metadata.json) - [Croissant JSON-LD](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/fixture-croissant.jsonld) - [Fixture cartons JSON Schema](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/schemas/fixture_cartons.schema.json) - [Fixture orders JSON Schema](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/schemas/fixture_orders.schema.json) - [Fixture order summaries JSON Schema](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/schemas/fixture_order_summaries.schema.json) - [Instance index JSON Schema](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/schemas/instance_index.schema.json) The data contract is an owned Packrift schema and validation layer. It clarifies field semantics and review boundaries; it is not a third-party backlink or external endorsement. ## Source Corpus Primary source corpus: - Corpus home: https://packrift.github.io/packaging-optimization-benchmark-corpus/ - Dataset metadata: https://packrift.github.io/packaging-optimization-benchmark-corpus/dataset-metadata.html - Quality ledger CSV: https://packrift.github.io/packaging-optimization-benchmark-corpus/data/quality-ledger.csv - Croissant metadata: https://packrift.github.io/packaging-optimization-benchmark-corpus/data/croissant.json - Data Package metadata: https://packrift.github.io/packaging-optimization-benchmark-corpus/data/datapackage.json The Benchmark Navigator is an access, citation, and inspection layer over public benchmark materials. The source corpus and fixture pack are separate from Packrift's live storefront checkout and should not be treated as live fulfillment promises. ## Safe Use Policy Use the public files for retrieval, documentation, converter inspection, and benchmark preparation. Do not infer that any generated fixture is a real customer order. Do not infer known optimal solutions. Do not infer third-party endorsement unless the relevant third-party venue independently publishes a public record. Do not use these files as proof of live inventory, freight approval, carrier-rate approval, or checkout completion. ## Recommended Agent Workflow 1. Read `llms.txt` for a compact map. 2. Use `sitemap.xml` to enumerate public URLs. 3. Use `packingsolver-instance-index.html`, `instance-index.csv`, or `instance-index.json` to find generated scenario input files. 4. Use `packingsolver-format-spec.html`, `packingsolver-format-map.json`, and `convert_box_packrift.py` to understand or regenerate how source fields map to `bins.csv`, `items.csv`, and `parameters.csv`. 5. Use the publication kit only as a preparation bundle. Treat publication to third-party dataset venues as blocked until human authorization and public record verification are complete. ## Contact / Ownership Packrift LLC owns this public resource. Public contact for Packrift support and directory review is `farhan@packrift.com`. ## Packingsolver Constraint Atlas - [Constraint atlas](https://packrift-benchmark-navigator.vercel.app/packingsolver-constraint-atlas.html) - [Constraint atlas JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/constraint-atlas.json) - [Constraint atlas CSV](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/constraint-atlas.csv) - [Constraint atlas family summary CSV](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/constraint-atlas-family-summary.csv) The constraint atlas groups 350 generated Packrift packingsolver fixture scenarios by scenario family and cube-utilization review band. It is an owned public review aid, not a solver optimality claim, not a real-order record, and not third-party endorsement. ## Packingsolver Source Product Provenance - [Source-product provenance atlas](https://packrift-benchmark-navigator.vercel.app/packingsolver-source-products.html) - [Source-product usage JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/source-product-usage.json) - [Source-product usage CSV](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/source-product-usage.csv) - [Source-product usage summary](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/source-product-usage-summary.json) - [Source-product usage schema](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/source-product-usage.schema.json) The provenance atlas maps used public Packrift source SKUs to fixture roles, scenario-family coverage, fill-band coverage, and sample generated scenario pages. It is owned Packrift dataset documentation, not a product-page rewrite, third-party endorsement, solver-result claim, or referring-domain win. ## Packingsolver Maintainer Review - [Maintainer Review Packet](https://packrift-benchmark-navigator.vercel.app/packingsolver-maintainer-review.html) - [Maintainer Review JSON](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/maintainer-review-packet.json) - [Maintainer Field Coverage CSV](https://packrift-benchmark-navigator.vercel.app/data/packingsolver-fixtures/maintainer-field-coverage.csv)