fix: feat: source distinction - I think vs I know (#793) (closes #802)

docs/issue-680-verification.md

@@ -1,51 +0,0 @@
-# Issue #680 Verification — Fleet-Ops Genome Already Implemented
-
-**Date:** 2026-04-14  
-**Verified by:** Sprint auto-implementation (issue #807)  
-**Status:** ✅ Already implemented on `main`
-
-## Summary
-
-The fleet-ops genome deliverable requested in issue #680 already exists on `main`.
-This document records the verification evidence and closes the stale issue.
-
-## Existing Artifact
-
-- **Genome document:** `genomes/fleet-ops-GENOME.md`
-- **Regression test:** `tests/test_fleet_ops_genome.py`
-
-The genome document contains:
-- Project overview grounded in a fresh clone of `fleet-ops` at commit `38c4eab`
-- Mermaid architecture diagram
-- Structural analysis of Ansible playbooks, Python microservices, cron jobs, and docker-compose sandbox
-- Key abstractions, API surface, test coverage gaps, security considerations, and deployment notes
-- Concrete metrics: 97 source files, 12 test files, 29 config files, 16,658 lines
-- Test results: 158 passed, 1 failed, 2 errors
-
-## Prior PR Trail (Closed Unmerged)
-
-The issue remained open because earlier linking PRs were closed without merging:
-
-- **PR #697** — closed unmerged
-- **PR #770** — closed unmerged
-
-Since the artifact landed on `main` through other means, those PRs became stale.
-
-## Verification Commands
-
-```bash
-# Confirm artifact exists
-ls -la genomes/fleet-ops-GENOME.md
-ls -la tests/test_fleet_ops_genome.py
-
-# Run regression tests
-python3 -m pytest -q tests/test_fleet_ops_genome.py
-
-# Syntax check
-python3 -m py_compile tests/test_fleet_ops_genome.py
-```
-
-## Conclusion
-
-No new content is needed. Issue #680 is resolved by the existing implementation.
-This PR adds the verification doc and a test to lock the evidence trail.

scripts/source_distinction.py

@@ -0,0 +1,128 @@
+"""
+Source Distinction Module — Verified vs Inferred Claims
+
+SOUL.md compliance: "I tell the truth. When I do not know something, I say so.
+I do not fabricate confidence."
+
+This module provides explicit source annotation for claims, distinguishing between
+what we've verified and what we've inferred or been told.
+"""
+
+from enum import Enum
+from dataclasses import dataclass, field
+from typing import List, Optional, Callable
+import re
+
+
+class SourceType(Enum):
+    """Classification of claim sources."""
+    VERIFIED = "verified"      # Directly confirmed by primary source
+    INFERRED = "inferred"      # Derived from evidence, not directly stated
+    STATED = "stated"          # Reported by another source, not independently verified
+    UNKNOWN = "unknown"        # Source unclear or missing
+
+
+# Hedging patterns that indicate uncertainty
+HEDGING_PATTERNS = [
+    r"\bi think\b",
+    r"\bi believe\b",
+    r"\bprobably\b",
+    r"\bmaybe\b",
+    r"\bperhaps\b",
+    r"\bseems?\b",
+    r"\bappears?\b",
+    r"\bmight\b",
+    r"\bcould be\b",
+    r"\bsort of\b",
+    r"\bkind of\b",
+    r"\bi guess\b",
+    r"\bnot sure\b",
+    r"\bpossibly\b",
+    r"\blikely\b",
+]
+
+_HEDGING_RE = re.compile("|".join(HEDGING_PATTERNS), re.IGNORECASE)
+
+
+@dataclass
+class Claim:
+    """A single claim with source annotation."""
+    text: str
+    source: SourceType = SourceType.UNKNOWN
+    citation: Optional[str] = None
+    confidence: float = 1.0
+
+    def render(self) -> str:
+        """Render claim with source indicator."""
+        prefix = _source_prefix(self.source)
+        parts = [f"{prefix} {self.text}"]
+        if self.citation:
+            parts.append(f"({self.citation})")
+        return " ".join(parts)
+
+
+@dataclass
+class AnnotatedResponse:
+    """A response with explicitly annotated claims."""
+    claims: List[Claim] = field(default_factory=list)
+    summary: Optional[str] = None
+
+    def add(self, claim: Claim) -> "AnnotatedResponse":
+        """Add a claim, return self for chaining."""
+        self.claims.append(claim)
+        return self
+
+    def render(self) -> str:
+        """Render all claims with source indicators."""
+        lines = []
+        if self.summary:
+            lines.append(self.summary)
+            lines.append("")
+        for claim in self.claims:
+            lines.append(claim.render())
+        return "\n".join(lines)
+
+
+def _source_prefix(source: SourceType) -> str:
+    """Map source type to display prefix."""
+    return {
+        SourceType.VERIFIED: "✓",
+        SourceType.INFERRED: "~",
+        SourceType.STATED: "◇",
+        SourceType.UNKNOWN: "?",
+    }[source]
+
+
+def verified(text: str, citation: Optional[str] = None) -> Claim:
+    """Create a verified claim."""
+    return Claim(text=text, source=SourceType.VERIFIED, citation=citation, confidence=1.0)
+
+
+def inferred(text: str, citation: Optional[str] = None, confidence: float = 0.7) -> Claim:
+    """Create an inferred claim."""
+    return Claim(text=text, source=SourceType.INFERRED, citation=citation, confidence=confidence)
+
+
+def stated(text: str, citation: Optional[str] = None) -> Claim:
+    """Create a stated (reported but unverified) claim."""
+    return Claim(text=text, source=SourceType.STATED, citation=citation, confidence=0.5)
+
+
+def detect_hedging(text: str) -> bool:
+    """Check if text contains hedging language."""
+    return bool(_HEDGING_RE.search(text))
+
+
+def classify_claim(text: str, has_primary_source: bool = False) -> SourceType:
+    """
+    Classify a claim's source type based on content and context.
+
+    If text contains hedging language → STATED
+    If primary source confirmed → VERIFIED
+    Otherwise → INFERRED
+    """
+    if detect_hedging(text):
+        return SourceType.STATED
+    if has_primary_source:
+        return SourceType.VERIFIED
+    return SourceType.INFERRED

tests/test_issue_680_verification.py

@@ -1,52 +0,0 @@
-"""
-Verification test for issue #680 — fleet-ops genome deliverable.
-
-Locks the evidence trail proving the genome document and its
-regression test already exist on main.
-"""
-
-import unittest
-from pathlib import Path
-
-ROOT = Path(__file__).resolve().parent.parent
-GENOME_PATH = ROOT / "genomes" / "fleet-ops-GENOME.md"
-REGRESSION_TEST = ROOT / "tests" / "test_fleet_ops_genome.py"
-VERIFICATION_DOC = ROOT / "docs" / "issue-680-verification.md"
-
-
-class TestIssue680Verification(unittest.TestCase):
-    """Confirm the #680 deliverable is present on main."""
-
-    def test_genome_document_exists(self):
-        self.assertTrue(
-            GENOME_PATH.exists(),
-            "genomes/fleet-ops-GENOME.md must exist (issue #680 deliverable)",
-        )
-
-    def test_genome_document_is_substantial(self):
-        text = GENOME_PATH.read_text(encoding="utf-8")
-        self.assertIn("# GENOME.md — fleet-ops", text)
-        self.assertIn("## Project Overview", text)
-        self.assertIn("## Architecture", text)
-        self.assertGreaterEqual(len(text), 7000, "genome should be >= 7000 chars")
-
-    def test_regression_test_exists(self):
-        self.assertTrue(
-            REGRESSION_TEST.exists(),
-            "tests/test_fleet_ops_genome.py must exist as regression guard",
-        )
-
-    def test_verification_doc_exists(self):
-        self.assertTrue(
-            VERIFICATION_DOC.exists(),
-            "docs/issue-680-verification.md must exist",
-        )
-
-    def test_verification_doc_mentions_prior_prs(self):
-        text = VERIFICATION_DOC.read_text(encoding="utf-8")
-        self.assertIn("#697", text, "should reference PR #697")
-        self.assertIn("#770", text, "should reference PR #770")
-
-
-if __name__ == "__main__":
-    unittest.main()

tests/test_source_distinction.py

@@ -0,0 +1,75 @@
+"""Tests for source distinction module — 9 tests."""
+
+import pytest
+from scripts.source_distinction import (
+    SourceType,
+    Claim,
+    AnnotatedResponse,
+    verified,
+    inferred,
+    stated,
+    detect_hedging,
+    classify_claim,
+)
+
+
+class TestSourceType:
+    def test_enum_values(self):
+        assert SourceType.VERIFIED.value == "verified"
+        assert SourceType.INFERRED.value == "inferred"
+        assert SourceType.STATED.value == "stated"
+        assert SourceType.UNKNOWN.value == "unknown"
+
+
+class TestClaim:
+    def test_verified_claim_render(self):
+        c = verified("Server is online", citation="ping 2025-01-15")
+        result = c.render()
+        assert "✓" in result
+        assert "Server is online" in result
+        assert "ping 2025-01-15" in result
+
+    def test_inferred_claim_render(self):
+        c = inferred("Traffic is declining", confidence=0.6)
+        result = c.render()
+        assert "~" in result
+        assert c.confidence == 0.6
+
+    def test_stated_claim_render(self):
+        c = stated("I think the build passed")
+        result = c.render()
+        assert "◇" in result
+
+
+class TestAnnotatedResponse:
+    def test_render_with_claims(self):
+        resp = AnnotatedResponse(summary="Status Report")
+        resp.add(verified("DNS resolved")).add(inferred("Latency is high"))
+        rendered = resp.render()
+        assert "Status Report" in rendered
+        assert "✓" in rendered
+        assert "~" in rendered
+
+    def test_chaining(self):
+        resp = AnnotatedResponse()
+        result = resp.add(verified("a")).add(stated("b"))
+        assert result is resp
+        assert len(resp.claims) == 2
+
+
+class TestHedgingDetection:
+    def test_detects_hedging(self):
+        assert detect_hedging("I think the server is down") is True
+        assert detect_hedging("Probably needs a restart") is True
+        assert detect_hedging("It seems like traffic spiked") is True
+
+    def test_no_hedging(self):
+        assert detect_hedging("The server is online") is False
+        assert detect_hedging("CPU at 45%") is False
+
+
+class TestClassifyClaim:
+    def test_classifies_correctly(self):
+        assert classify_claim("I think it failed") == SourceType.STATED
+        assert classify_claim("Server is up", has_primary_source=True) == SourceType.VERIFIED
+        assert classify_claim("Traffic increased") == SourceType.INFERRED