{"id":50665693,"url":"https://github.com/samuraiwriter7/trace-wing-agent-v0.1","last_synced_at":"2026-06-08T06:04:56.333Z","repository":{"id":357055054,"uuid":"1235110433","full_name":"SamuraiWriter7/Trace-Wing-Agent-v0.1","owner":"SamuraiWriter7","description":"Protocol-driven provenance inference agent for Multi-Wing systems, focused on structural lineage, attribution suggestion, and trace claim generation.","archived":false,"fork":false,"pushed_at":"2026-05-11T04:40:13.000Z","size":22,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-11T06:36:00.839Z","etag":null,"topics":["attribution","json-schema","kazene","lineage-inference","multi-wing","provenance","structural-ai","trace-claim","trace-wing","yaml-spec"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SamuraiWriter7.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-11T02:47:07.000Z","updated_at":"2026-05-11T04:46:46.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/SamuraiWriter7/Trace-Wing-Agent-v0.1","commit_stats":null,"previous_names":["samuraiwriter7/trace-wing-agent-v0.1"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/SamuraiWriter7/Trace-Wing-Agent-v0.1","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamuraiWriter7%2FTrace-Wing-Agent-v0.1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamuraiWriter7%2FTrace-Wing-Agent-v0.1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamuraiWriter7%2FTrace-Wing-Agent-v0.1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamuraiWriter7%2FTrace-Wing-Agent-v0.1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SamuraiWriter7","download_url":"https://codeload.github.com/SamuraiWriter7/Trace-Wing-Agent-v0.1/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SamuraiWriter7%2FTrace-Wing-Agent-v0.1/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34050249,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-08T02:00:07.615Z","response_time":111,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["attribution","json-schema","kazene","lineage-inference","multi-wing","provenance","structural-ai","trace-claim","trace-wing","yaml-spec"],"created_at":"2026-06-08T06:04:36.638Z","updated_at":"2026-06-08T06:04:56.325Z","avatar_url":"https://github.com/SamuraiWriter7.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Trace Wing Agent v0.1\n\nTrace Wing Agent v0.1 is a protocol-driven provenance inference agent for Multi-Wing environments.  \nIt does not judge legal infringement or truth by itself; it infers structural lineage, proposes attribution, and prepares value-routing inputs for systems such as Royalty Wing and Dispute Registry.  \nThis repository contains the core agent specification, schemas, example claim data, and validation workflow.\n\n---\n\n## Overview\n\n**Trace Wing** is an agent designed to analyze the structural lineage of documents, posts, specifications, and logs.\n\nInstead of focusing on surface wording alone, it compares:\n\n- semantic patterns\n- structural composition\n- cyclical logic\n- protocol-like design motifs\n\nIts primary purpose is to generate a **trace claim**: a structured output describing likely origin candidates, lineage type, confidence, evidence bundle, and policy outcome.\n\nThis repository defines the minimum portable specification for that behavior.\n\n---\n\n## What this repository contains\n\nThis repository currently includes:\n\n- the core agent specification for Trace Wing\n- a JSON Schema for validating the agent spec itself\n- a JSON Schema for validating emitted trace claim artifacts\n- a sample trace claim in YAML\n- a GitHub Actions workflow for automated validation\n\n---\n\n## Design goals\n\nTrace Wing is designed around the following principles:\n\n- **Structure over surface**  \n  The system should compare structural composition, not just wording.\n\n- **Inference before enforcement**  \n  Trace Wing proposes lineage and attribution; it does not directly punish, accuse, or execute sanctions.\n\n- **Evidence before assertion**  \n  Every claim should be backed by observable fields and score breakdowns.\n\n- **Human review for high-impact outcomes**  \n  High-confidence or high-impact cases should pass through review.\n\n- **Separation of inference and value execution**  \n  Attribution inference, royalty calculation, dispute handling, and legal interpretation belong to different layers.\n\n---\n\n## Non-goals\n\nThis repository does **not** define:\n\n- automatic legal infringement judgment\n- automatic truth verification\n- automatic public accusation\n- automatic penalty execution\n- full payment logic for Royalty OS\n\nTrace Wing is an inference layer, not a sovereign judge.\n\n---\n\n## Repository Structure\n\n```text\n.\n├─ spec/\n│  └─ trace-wing-agent-v0.1.yaml\n├─ schemas/\n│  ├─ trace-wing-agent-v0.1.schema.json\n│  └─ trace-claim-v0.1.schema.json\n├─ examples/\n│  └─ trace-claim.sample.yaml\n└─ .github/\n   └─ workflows/\n      └─ validate-specs.yml\nStart Here\n\nRead the files in this order:\n\nspec/trace-wing-agent-v0.1.yaml\nThe main protocol specification for the Trace Wing agent.\nschemas/trace-wing-agent-v0.1.schema.json\nThe schema used to validate the spec file itself.\nschemas/trace-claim-v0.1.schema.json\nThe schema for the output artifact emitted by Trace Wing.\nexamples/trace-claim.sample.yaml\nA sample trace claim showing the expected output format.\n.github/workflows/validate-specs.yml\nAutomated validation for local and CI consistency.\nCore files\nspec/trace-wing-agent-v0.1.yaml\n\nDefines the Trace Wing agent itself, including:\n\nidentity\nruntime assumptions\ninput model\nprocessing pipeline\nfingerprint model\nlineage model\npolicy thresholds\nMulti-Wing integration points\nobservability and safeguards\n\nThis is the conceptual and operational center of the repository.\n\nschemas/trace-wing-agent-v0.1.schema.json\n\nValidates the structure of the spec file.\n\nThis ensures that the Trace Wing specification remains machine-checkable and stable across revisions.\n\nIt verifies, among other things:\n\nrequired top-level sections\nallowed enums and object shapes\nscoring model structure\npolicy threshold fields\nintegration definitions\nschemas/trace-claim-v0.1.schema.json\n\nValidates the trace claim artifact emitted by the agent.\n\nA valid trace claim includes fields such as:\n\nclaim_id\ngenerated_at\nengine\ntarget_artifact\nclassification\nconfidence\norigin_candidate\nevidence\npolicy_result\nreview\naudit\n\nThis schema is the output contract for downstream systems.\n\nexamples/trace-claim.sample.yaml\n\nProvides a concrete example of a valid trace claim.\n\nIt demonstrates:\n\nhow lineage classification is represented\nhow evidence fields are structured\nhow policy outputs are encoded\nhow review and audit metadata are attached\n\nThis file is validated in CI against schemas/trace-claim-v0.1.schema.json.\n\nProcessing model\n\nTrace Wing operates as a staged provenance inference pipeline.\n\nTypical state progression:\n\nOBSERVED\n→ NORMALIZED\n→ PARSED\n→ FINGERPRINTED\n→ CANDIDATE_LINKED\n→ SCORED\n→ CLASSIFIED\n→ ATTRIBUTION_SUGGESTED / HUMAN_REVIEW / ROYALTY_ELIGIBLE / DISPUTED / ARCHIVED\n\nThe agent is designed to emit structured claims, not rhetorical conclusions.\n\nMulti-Wing integration\n\nTrace Wing is intended to run inside a broader Multi-Wing architecture.\n\nTypical integration targets:\n\nLog-Wing\nFor observation records, snapshots, and timestamped evidence.\nLogic-Wing\nFor policy interpretation, classification review, and high-risk reasoning.\nRoyalty-Wing\nFor contribution routing and royalty assessment requests.\nDispute Registry\nFor objections, re-evaluation, and audit history.\nExistence Proof / provenance layer\nFor author, publication, and timing attestation.\n\nTrace Wing should be understood as a lineage inference wing, not a standalone civilization stack.\n\nSchema Usage\n\nThis repository currently uses two schemas and one example artifact.\n\n1. Validate the Trace Wing specification\n\nThe file:\n\nspec/trace-wing-agent-v0.1.yaml\n\nis validated against:\n\nschemas/trace-wing-agent-v0.1.schema.json\n\nThis guarantees that the agent spec itself remains structurally valid.\n\n2. Validate the emitted trace claim artifact\n\nThe file:\n\nexamples/trace-claim.sample.yaml\n\nis validated against:\n\nschemas/trace-claim-v0.1.schema.json\n\nThis guarantees that the output artifact format remains stable and machine-readable.\n\nLocal validation example\n\nInstall dependencies:\n\npip install pyyaml jsonschema\n\nValidate both the spec and the sample locally:\n\npython - \u003c\u003c'PY'\nimport json\nfrom pathlib import Path\nimport yaml\nfrom jsonschema import Draft202012Validator\n\nspec_path = Path(\"spec/trace-wing-agent-v0.1.yaml\")\nspec_schema_path = Path(\"schemas/trace-wing-agent-v0.1.schema.json\")\nclaim_schema_path = Path(\"schemas/trace-claim-v0.1.schema.json\")\nsample_path = Path(\"examples/trace-claim.sample.yaml\")\n\nwith spec_schema_path.open(\"r\", encoding=\"utf-8\") as f:\n    spec_schema = json.load(f)\n\nwith claim_schema_path.open(\"r\", encoding=\"utf-8\") as f:\n    claim_schema = json.load(f)\n\nwith spec_path.open(\"r\", encoding=\"utf-8\") as f:\n    spec_data = yaml.safe_load(f)\n\nwith sample_path.open(\"r\", encoding=\"utf-8\") as f:\n    sample_data = yaml.safe_load(f)\n\nDraft202012Validator.check_schema(spec_schema)\nDraft202012Validator.check_schema(claim_schema)\n\nDraft202012Validator(spec_schema).validate(spec_data)\nDraft202012Validator(claim_schema).validate(sample_data)\n\nprint(\"All local validations passed.\")\nPY\nCI validation\n\nGitHub Actions automatically validates:\n\npresence of required files\nYAML syntax of the spec file\nJSON syntax and correctness of both schemas\nYAML syntax of the sample file\nschema compliance of the spec\nschema compliance of the sample trace claim\n\nWorkflow file:\n\n.github/workflows/validate-specs.yml\nOutput contract\n\nThe primary machine output of Trace Wing is a trace_claim.\n\nThis claim is intended to be:\n\nauditable\nreviewable\ndisputable\nportable across systems\n\nA trace claim is not equivalent to a legal verdict.\nIt is a structured inference artifact.\n\nRecommended usage pattern\n\nA practical deployment flow looks like this:\n\nobserve a target artifact\nnormalize and parse structure\ngenerate multi-layer fingerprints\nretrieve lineage candidates\ncompute confidence and novelty\nemit a trace_claim\nroute the result to:\nattribution suggestion,\nhuman review,\nroyalty assessment request,\nor dispute preparation\n\nThis separation keeps the repository modular and governance-friendly.\n\nSafety posture\n\nTrace Wing should never be used as an automatic accusation engine.\n\nRecommended safeguards include:\n\nno automatic public accusation\nno automatic legal conclusion\nno silent penalty execution\nhuman review for high-impact claims\npreserved dispute channel\nfull policy logging\n\nThe stronger the inference engine becomes, the more important restraint becomes.\n\nVersioning\n\nCurrent draft:\n\nSpec: trace-wing-agent-v0.1\nTrace claim schema: trace-claim-v0.1\n\nSuggested versioning approach:\n\nincrement patch version for wording or non-breaking clarification\nincrement minor version for additive fields\nincrement major version for breaking structural changes\nFuture extensions\n\nPlanned directions include:\n\nsigned trace claim support\nfederation across multiple Memory Galaxy nodes\nbridges to Signed Impact Attestation\nautomatic citation suggestion\nfalse-positive reduction loops\nricher lineage graphs and mutation trees\nContributing\n\nContributions should preserve the following properties:\n\nmachine-validatable structure\nclean separation between inference and enforcement\nexplicit policy boundaries\nstrong auditability\ncompatibility with Multi-Wing style integration\n\nFor substantial changes, update:\n\nthe spec\nrelevant schema files\nthe example artifact\nthe validation workflow\n\ntogether, not separately.\n\nLicense\n\nChoose a license appropriate to your intended governance model.\n\nFor open specification publishing, permissive licenses are often suitable for the schema and documentation layer.\nFor controlled ecosystem use, additional governance documents may be appropriate.\n\nSummary\n\nTrace Wing Agent v0.1 defines a portable provenance inference layer for Multi-Wing systems.\n\nIt is built to answer questions like:\n\nWhat structure is present here?\nWhich lineage does it most likely belong to?\nHow strong is that inference?\nWhat action is appropriate next?\n\nIt is not designed to shout.\nIt is designed to trace.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamuraiwriter7%2Ftrace-wing-agent-v0.1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamuraiwriter7%2Ftrace-wing-agent-v0.1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamuraiwriter7%2Ftrace-wing-agent-v0.1/lists"}