Add private source-gated Dataset contract

Private preparation only: candidate schema, source manifest and zero released rows.

CHANGELOG.md

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+# Changelog
+
+## Private preparation 2026-08-18.1
+
+- Added a blocking Dataset card and candidate schema.
+- Registered the `rag`, `build_buy`, `framework` and `architecture` configs.
+- Kept the released row count at zero while all source gates remain open.

README.md

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+---
+pretty_name: Production AI Decision Rules (Private Preparation)
+language: [en]
+tags: [decision-support, production-ai, provenance, governance]
+---
+
+# Production AI Decision Rules
+
+**Private preparation: no released rows.** The four configs are present in
+the contract, but their source gates are still open. This repository must stay
+private and must not be cited as a released Dataset.
+
+## Audience
+
+This Dataset is designed for CTOs, AI platform architects and technical owners
+who need a traceable starting point for a bounded architecture experiment.
+
+## Decision job
+
+`PATH_SELECTION` returns a candidate implementation path, its disqualifiers and
+the evidence still missing for the stated scenario. It does not issue a
+universal recommendation. The intended configs are `rag`, `build_buy`,
+`framework` and `architecture`.
+
+## Source boundary
+
+GitHub repositories and their live Pages releases remain canonical. A row can
+only be generated from a fixed source commit and a verified canonical data
+bundle. Corrections happen upstream; Hugging Face rows are never edited as an
+independent source of truth.
+
+The RAG matrix is live and passes its automated source checks. It is still
+blocked here because named review, rights approval, primary-claim closure and a
+lossless export mapping are absent. The other three mapped sources are not yet
+built or published.
+
+## Schema and configs
+
+`schema.json` defines the candidate row contract and lineage fields. A released
+row must identify its source asset, HTTPS URL, fixed commit, source bundle hash,
+version, review status, verification time and limitations. No JSONL files or
+`data_files` mapping are present while every config remains source-gated.
+
+## Limitations
+
+- The Dataset contains zero released rows.
+- The schema is a candidate until each source maps without invented fields.
+- A candidate path still requires a bounded experiment and accountable human
+  decision-making.
+- Contradictory reviewed sources remain `DISPUTED` and block a primary result.
+
+## License and rights state
+
+No Dataset license has been selected. Upstream declarations do not replace a
+named decision covering redistribution in the combined Dataset. Public release
+is blocked until that decision and the privacy review are recorded.
+
+## Review state
+
+No named technical reviewer or rights approver has signed this Dataset scope.
+The source manifest records each missing receipt explicitly. Automated tests
+are technical evidence, not human sign-off.
+
+## Corrections
+
+Report a source error in the canonical GitHub repository named by the affected
+manifest entry. A correction must produce a new source commit, deterministic
+export, validation record and immutable Dataset revision.
+
+## Publication gate
+
+Release requires every source predicate to pass together: live source, fixed
+commit, canonical bundle hash, closed primary claims, deterministic validation,
+named technical review, named rights approval, visible limitations and passed
+technical and E-E-A-T checks. The planned calendar date does not override this
+gate.

release.json

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+{
+  "schema_version": "1.0.0",
+  "repo_id": "pharosproduction/production-ai-decision-rules",
+  "repo_type": "dataset",
+  "private": true,
+  "publish_eligible": false,
+  "lifecycle": "SOURCE_GATED",
+  "preparation_version": "2026-08-18.1",
+  "configs": ["rag", "build_buy", "framework", "architecture"],
+  "row_count": 0,
+  "schema_status": "CANDIDATE_SOURCE_MAPPING_OPEN",
+  "source_manifest": "source-manifest.json",
+  "blocking_reasons": [
+    "NO_SOURCE_IS_HF_ELIGIBLE",
+    "NAMED_TECHNICAL_REVIEW_MISSING",
+    "NAMED_RIGHTS_APPROVAL_MISSING",
+    "RAG_PRIMARY_CLAIMS_NOT_CLOSED",
+    "RAG_LOSSLESS_SCHEMA_MAPPING_NOT_CLOSED"
+  ],
+  "validated_at": "2026-08-18T15:30:00+03:00"
+}

schema.json

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+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Production AI decision rule candidate schema",
+  "description": "Candidate row contract. No row may be released until source mapping, review and rights gates pass.",
+  "type": "object",
+  "additionalProperties": false,
+  "required": ["rule_id", "decision_job", "rule_kind", "priority", "outcome", "conditions", "questions", "options", "disqualifiers", "rejected_options", "evidence_required", "next_steps", "source_claim_ids", "source_reference_ids", "source_asset_id", "source_url", "source_commit_sha", "source_data_hash", "source_version", "review_status", "verified_at", "limitations", "status"],
+  "properties": {
+    "rule_id": {"type": "string", "minLength": 1},
+    "decision_job": {"const": "PATH_SELECTION"},
+    "rule_kind": {"type": "string", "enum": ["DECISION", "ADVISORY", "STOP_CONDITION"]},
+    "priority": {"type": "integer", "minimum": 0},
+    "outcome": {"type": "string", "minLength": 1},
+    "conditions": {
+      "type": "array",
+      "minItems": 1,
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": ["group", "criterion_id", "operator", "value"],
+        "properties": {
+          "group": {"type": "string", "minLength": 1},
+          "criterion_id": {"type": "string", "minLength": 1},
+          "operator": {"type": "string", "enum": ["equals", "not_equals", "in", "not_in"]},
+          "value": {}
+        }
+      }
+    },
+    "questions": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": ["criterion_id", "question", "allowed_answers"],
+        "properties": {
+          "criterion_id": {"type": "string", "minLength": 1},
+          "question": {"type": "string", "minLength": 1},
+          "allowed_answers": {"type": "array", "minItems": 1, "items": {"type": "string", "minLength": 1}}
+        }
+      }
+    },
+    "options": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "disqualifiers": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "rejected_options": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "evidence_required": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "next_steps": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "source_claim_ids": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "source_reference_ids": {"type": "array", "items": {"type": "string", "minLength": 1}},
+    "source_asset_id": {"type": "string", "minLength": 1},
+    "source_url": {"type": "string", "format": "uri", "pattern": "^https://"},
+    "source_commit_sha": {"type": "string", "pattern": "^[0-9a-f]{40}$"},
+    "source_data_hash": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
+    "source_version": {"type": "string", "minLength": 1},
+    "review_status": {"type": "string", "enum": ["REVIEWED", "DISPUTED"]},
+    "verified_at": {"type": "string", "format": "date-time"},
+    "limitations": {"type": "array", "minItems": 1, "items": {"type": "string", "minLength": 1}},
+    "status": {"type": "string", "enum": ["ACTIVE", "DISPUTED", "DEPRECATED"]}
+  }
+}

source-manifest.json

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+{
+  "schema_version": "1.0.0",
+  "decision_job": "PATH_SELECTION",
+  "generated_at": "2026-08-18T15:12:00+03:00",
+  "sources": [
+    {
+      "source_asset_id": "GHP-2026-08-18-02",
+      "hf_config": "rag",
+      "source_status": "PUBLISHED",
+      "source_repo": "https://github.com/PharosProduction/rag-vs-fine-tuning-matrix",
+      "canonical_pages_url": "https://pharosproduction.github.io/rag-vs-fine-tuning-matrix/",
+      "source_commit_sha": "6ea24ef75c3ad09a3bb76d1c20a173bfab592559",
+      "source_data_hash": "sha256:7691c56ba2e6e11dd17e0992567a578ca3cb2602a5ef3efc85fa31ee331470a4",
+      "eligibility": "SOURCE_GATED",
+      "blocking_reasons": ["REVIEWER_MISSING", "REVIEW_SIGNOFF_MISSING", "RIGHTS_PENDING", "CLAIMS_NOT_CLOSED", "CANONICAL_EXPORT_MANIFEST_MISSING", "SCHEMA_MAPPING_NOT_CLOSED"]
+    },
+    {
+      "source_asset_id": "GHP-2026-08-25-04",
+      "hf_config": "build_buy",
+      "source_status": "PLANNED_NOT_BUILT",
+      "source_repo": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "canonical_pages_url": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_commit_sha": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_data_hash": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "eligibility": "SOURCE_GATED",
+      "blocking_reasons": ["SOURCE_NOT_PUBLISHED", "CANONICAL_DATA_MISSING", "REVIEWER_MISSING", "RIGHTS_PENDING"]
+    },
+    {
+      "source_asset_id": "GHP-2026-08-28-05",
+      "hf_config": "framework",
+      "source_status": "PLANNED_NOT_BUILT",
+      "source_repo": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "canonical_pages_url": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_commit_sha": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_data_hash": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "eligibility": "SOURCE_GATED",
+      "blocking_reasons": ["SOURCE_NOT_PUBLISHED", "CANONICAL_DATA_MISSING", "REVIEWER_MISSING", "RIGHTS_PENDING"]
+    },
+    {
+      "source_asset_id": "GHP-2026-09-04-07",
+      "hf_config": "architecture",
+      "source_status": "PLANNED_NOT_BUILT",
+      "source_repo": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "canonical_pages_url": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_commit_sha": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "source_data_hash": "NOT_AVAILABLE_SOURCE_NOT_BUILT",
+      "eligibility": "SOURCE_GATED",
+      "blocking_reasons": ["SOURCE_NOT_PUBLISHED", "CANONICAL_DATA_MISSING", "REVIEWER_MISSING", "RIGHTS_PENDING"]
+    }
+  ]
+}