feat: add ingest review flags and Jev scoring

src/gewu/domain/contracts.py

@@ -19,6 +19,18 @@ from pydantic import (
 )
 
 SCHEMA_VERSION = 1
+ResearchLens = Literal[
+    "technical",
+    "conceptual",
+    "cultural-historical",
+    "financial-market",
+]
+DEFAULT_RESEARCH_LENSES: tuple[ResearchLens, ...] = (
+    "technical",
+    "conceptual",
+    "cultural-historical",
+    "financial-market",
+)
 
 RecordId = Annotated[
     str,
@@ -58,6 +70,7 @@ class ProjectRecord(StrictRecord):
     owners: tuple[RecordId, ...] = ()
     north_star: str = Field(min_length=1, max_length=4000)
     key_questions: tuple[str, ...] = Field(min_length=1, max_length=30)
+    research_lenses: tuple[ResearchLens, ...] = DEFAULT_RESEARCH_LENSES
     watch_list: tuple[str, ...] = Field(default=(), max_length=100)
     default_includes: tuple[RecordId, ...] = ("shared",)
     taxonomy_extensions: dict[str, tuple[str, ...]] = Field(default_factory=dict, max_length=100)
@@ -71,20 +84,97 @@ class ProjectRecord(StrictRecord):
         return value
 
 
+class IngestGuidance(StrictRecord):
+    guidance_id: RecordId
+    lens: ResearchLens
+    rule: str = Field(min_length=1, max_length=1000)
+    created_at: datetime
+
+    @field_validator("created_at")
+    @classmethod
+    def guidance_timestamp_is_utc(cls, value: datetime) -> datetime:
+        offset = value.utcoffset()
+        if offset is None or offset.total_seconds() != 0:
+            raise ValueError("guidance timestamp must be timezone-aware UTC")
+        return value
+
+
 class ProjectLens(StrictRecord):
     project_id: RecordId
     title: str = Field(min_length=1, max_length=200)
     status: ProjectStatus
     north_star: str = Field(min_length=1, max_length=4000)
     key_questions: tuple[str, ...] = Field(min_length=1, max_length=30)
+    research_lenses: tuple[ResearchLens, ...] = DEFAULT_RESEARCH_LENSES
     watch_list: tuple[str, ...] = Field(default=(), max_length=100)
     taxonomy_extensions: dict[str, tuple[str, ...]] = Field(default_factory=dict, max_length=100)
+    ingest_guidance: tuple[IngestGuidance, ...] = Field(default=(), max_length=100)
 
 
 class ProjectContextResponse(StrictRecord):
     lens: ProjectLens
 
 
+class IngestReviewItem(StrictRecord):
+    review_id: RecordId
+    project_id: RecordId
+    run_id: RecordId
+    source_revision_id: RecordId
+    extraction_id: Sha256
+    locator: Locator
+    excerpt: str = Field(min_length=1, max_length=4000)
+    lens: ResearchLens
+    summary: str = Field(min_length=1, max_length=2000)
+    relevance_rationale: str = Field(min_length=1, max_length=2000)
+    relevance: Literal["borderline", "low"] = "borderline"
+    jev_relation_probability: FiniteFloat | None = Field(default=None, ge=0, le=1)
+    jev_lens: ResearchLens | None = None
+    jev_lens_confidence: FiniteFloat | None = Field(default=None, ge=0, le=1)
+    jev_model: str | None = Field(default=None, max_length=100)
+    status: Literal["needs-user-review", "included", "excluded", "deferred"] = "needs-user-review"
+    submitted_by: RecordId
+    created_at: datetime
+
+    @field_validator("created_at")
+    @classmethod
+    def review_timestamp_is_utc(cls, value: datetime) -> datetime:
+        offset = value.utcoffset()
+        if offset is None or offset.total_seconds() != 0:
+            raise ValueError("review timestamp must be timezone-aware UTC")
+        return value
+
+
+class IngestReviewCreate(StrictRecord):
+    review_id: RecordId
+    project_id: RecordId
+    run_id: RecordId
+    source_revision_id: RecordId
+    extraction_id: Sha256
+    locator: Locator
+    excerpt: str = Field(min_length=1, max_length=4000)
+    lens: ResearchLens
+    summary: str = Field(min_length=1, max_length=2000)
+    relevance_rationale: str = Field(min_length=1, max_length=2000)
+    relevance: Literal["borderline", "low"] = "borderline"
+
+
+class IngestReviewDecision(StrictRecord):
+    decision_id: RecordId
+    review_id: RecordId
+    decision: Literal["include", "exclude", "defer"]
+    rationale: str = Field(min_length=1, max_length=2000)
+    save_as_guidance: bool = False
+    guidance_rule: str | None = Field(default=None, max_length=1000)
+
+    @model_validator(mode="after")
+    def guidance_requires_explicit_rule(self) -> IngestReviewDecision:
+        if self.save_as_guidance and not (self.guidance_rule or "").strip():
+            raise ValueError("saving project guidance requires a non-empty guidance rule")
+        if not self.save_as_guidance and self.guidance_rule is not None:
+            raise ValueError("guidance_rule requires explicit save_as_guidance")
+        return self
+
+
 class ReliabilityGrade(StrEnum):
     LOW = "low"
     MEDIUM = "medium"

src/gewu/domain/operations.py

@@ -50,6 +50,8 @@ OPERATIONS: Final[tuple[Operation, ...]] = (
     Operation("project_archive", "project:admin", frozenset({Transport.HTTP})),
     Operation("list_projects", "knowledge:read", frozenset({Transport.HTTP, Transport.MCP})),
     Operation("get_project_context", "knowledge:read", frozenset({Transport.MCP})),
+    Operation("ingest_review_list", "ingest:review", frozenset({Transport.HTTP})),
+    Operation("ingest_review_decide", "ingest:review", frozenset({Transport.HTTP})),
     Operation("search", "knowledge:read", frozenset({Transport.HTTP, Transport.MCP})),
     Operation("list_sources", "knowledge:read", frozenset({Transport.HTTP, Transport.MCP})),
     Operation("get_node", "knowledge:read", frozenset({Transport.HTTP, Transport.MCP})),
@@ -73,6 +75,7 @@ OPERATIONS: Final[tuple[Operation, ...]] = (
     Operation("run_create", "run:write", frozenset({Transport.MCP})),
     Operation("run_checkpoint", "run:write", frozenset({Transport.MCP})),
     Operation("run_status", "run:read", frozenset({Transport.MCP})),
+    Operation("ingest_review_create", "ingest:review", frozenset({Transport.MCP})),
     Operation("owner_challenge_get", "owner:review", frozenset({Transport.OWNER_MCP})),
     Operation("owner_diff_get", "owner:review", frozenset({Transport.OWNER_MCP})),
     Operation("owner_decide", "owner:decide", frozenset({Transport.OWNER_MCP})),