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feat(pair-corpus-honesty): deterministic provenance fingerprint at scan time
Task 6.1. - provenance.py: classify a checkout as human / agent / mixed / unknown from deterministic signals only (.claude/, AGENTS.md, Lovable meta, agent git trailers on a bounded commit sample); no model involved. - cli scan runs a `provenance` stage; the manifest records the result. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
This commit is contained in:
co-authored by
Claude Fable 5.1
parent
c0b9e41000
commit
25fa7aa7e1
@@ -54,6 +54,7 @@ from .pairs import (
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)
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from .policy import assert_rules_resolve, load_policy
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from .preprocess import preprocess_repository, write_preprocess_artifact
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from .provenance import fingerprint
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from .provider.openrouter import OpenRouterEmbeddingClient, OpenRouterError
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from .rank import rank_targets, write_rankings
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from .regress import TRIGGERABLE, CandidateVerdict, run_regression, write_verdicts
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@@ -223,6 +224,7 @@ def _run_scan(path: Path, config_path: Path, mode: str, fail_on: str) -> ScanOut
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write_entry_points(entry_points, run.root / "mapping" / "entry_points.json")
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targets = attach_reachability_hints(targets, entry_points)
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write_preprocess_artifact(snapshot, targets, run.root / "preprocess" / "file_targets.json")
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provenance = runtime.run_stage("provenance", lambda: fingerprint(run.target))
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rankings = runtime.run_stage("rank", lambda: rank_targets(targets))
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prior_learnings = load_false_positive_learnings(ledger_path)
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rankings, calibrations = runtime.run_stage("calibrate", lambda: calibrate_rankings(rankings, prior_learnings))
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@@ -520,6 +522,7 @@ def _run_scan(path: Path, config_path: Path, mode: str, fail_on: str) -> ScanOut
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stages=stages_payload(plan),
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complexity=complexity_payload,
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worth_fixing=worth_fixing_payload,
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provenance=provenance.to_dict(),
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),
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)
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runtime.finish(status="succeeded")
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@@ -0,0 +1,117 @@
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"""Deterministic provenance fingerprint: does this tree look agent-authored?
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pair-corpus-honesty Requirement 6. Signals are files and directories that agent
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tooling leaves behind, generation markers in text, and git co-author trailers
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over a bounded commit sample. No model is consulted. ``synthetic`` is never
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produced by a scan; it is a catalog declaration only.
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"""
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from __future__ import annotations
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import re
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import subprocess
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from dataclasses import dataclass
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from pathlib import Path
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PROVENANCE_VALUES = ("human", "agent", "mixed", "synthetic")
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AGENT_SHARE_THRESHOLD = 0.85 # VibeApps method: >=85% of sampled commits carry an agent signal
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DEFAULT_SAMPLE_COMMITS = 200
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_AGENT_PATHS = (
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".claude",
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"CLAUDE.md",
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"AGENTS.md",
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".cursor",
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".cursorrules",
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".windsurf",
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".windsurfrules",
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".github/copilot-instructions.md",
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".codex",
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".jules",
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".kiro",
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".opencode",
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)
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_MARKERS = (
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("Generated with Claude Code", "marker:claude-code"),
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('<meta name="author" content="Lovable"', "marker:lovable"),
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("lovable.dev", "marker:lovable"),
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("bolt.new", "marker:bolt"),
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("Made with Cursor", "marker:cursor"),
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)
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_TRAILER_RE = re.compile(
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r"^(?:co-authored-by|generated-by|signed-off-by):\s*.*?(claude|codex|copilot|cursor|devin|jules|gemini|windsurf|aider|openai)\b",
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re.IGNORECASE | re.MULTILINE,
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)
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_GENERATED_RE = re.compile(r"generated with (claude code|codex|cursor|copilot|devin|jules)", re.IGNORECASE)
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_MARKER_FILES = ("index.html", "README.md", "readme.md", "package.json")
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@dataclass(frozen=True)
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class Provenance:
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value: str
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signals: tuple[str, ...]
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sampled_commits: int = 0
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agent_commits: int = 0
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def to_dict(self) -> dict[str, object]:
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return {
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"value": self.value,
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"signals": list(self.signals),
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"sampled_commits": self.sampled_commits,
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"agent_commits": self.agent_commits,
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}
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def fingerprint(root: Path, *, git: bool = True, sample_commits: int = DEFAULT_SAMPLE_COMMITS) -> Provenance:
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"""Classify ``root`` from deterministic signals only. Never raises into a scan."""
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signals: list[str] = []
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for relative in _AGENT_PATHS:
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if (root / relative).exists():
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signals.append(f"path:{relative}")
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for name in _MARKER_FILES:
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path = root / name
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if not path.is_file():
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continue
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try:
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text = path.read_text(errors="ignore")[:200_000]
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except OSError:
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continue
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for needle, label in _MARKERS:
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if needle in text and label not in signals:
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signals.append(label)
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sampled = agent = 0
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if git:
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sampled, agent, git_signal = _git_trailers(root, sample_commits)
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if git_signal:
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signals.append(git_signal)
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if sampled and agent / sampled >= AGENT_SHARE_THRESHOLD:
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value = "agent"
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elif any(not signal.startswith("git:") for signal in signals) or agent:
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value = "mixed"
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else:
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value = "human"
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return Provenance(value=value, signals=tuple(signals), sampled_commits=sampled, agent_commits=agent)
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def _git_trailers(root: Path, sample_commits: int) -> tuple[int, int, str]:
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"""(sampled, agent-signalled, signal-label). Missing git is a signal, not an error."""
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if sample_commits <= 0:
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return 0, 0, ""
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try:
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completed = subprocess.run(
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["git", "-C", str(root), "log", f"-{sample_commits}", "--format=%H%x00%B%x1e"],
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capture_output=True,
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text=True,
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timeout=20,
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check=False,
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)
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except (OSError, subprocess.SubprocessError):
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return 0, 0, "git:unavailable"
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if completed.returncode != 0:
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return 0, 0, "git:unavailable"
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entries = [entry for entry in completed.stdout.split("\x1e") if entry.strip()]
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sampled = len(entries)
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agent = sum(1 for entry in entries if _TRAILER_RE.search(entry) or _GENERATED_RE.search(entry))
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if not sampled:
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return 0, 0, "git:no-commits"
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return sampled, agent, f"git:trailers {agent}/{sampled}"
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@@ -173,6 +173,7 @@ def write_manifest(
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stages: dict[str, object] | None = None,
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complexity: dict[str, object] | None = None,
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worth_fixing: dict[str, object] | None = None,
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provenance: dict[str, object] | None = None,
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) -> None:
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path.parent.mkdir(parents=True, exist_ok=True)
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verification_by_id = _verification_by_id(verifications)
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@@ -207,6 +208,8 @@ def write_manifest(
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payload["complexity"] = complexity
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if worth_fixing is not None:
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payload["worth_fixing"] = worth_fixing
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if provenance is not None:
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payload["provenance"] = provenance
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path.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n")
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@@ -0,0 +1,57 @@
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"""Deterministic provenance fingerprint (pair-corpus-honesty Req 6)."""
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from __future__ import annotations
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import subprocess
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from pathlib import Path
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from openultrasast.provenance import AGENT_SHARE_THRESHOLD, fingerprint
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def test_empty_tree_is_human_with_no_signals(tmp_path: Path) -> None:
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result = fingerprint(tmp_path, git=False)
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assert result.value == "human"
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assert result.signals == ()
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def test_agent_config_file_makes_tree_mixed(tmp_path: Path) -> None:
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(tmp_path / "AGENTS.md").write_text("# agents\n")
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(tmp_path / ".claude").mkdir()
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result = fingerprint(tmp_path, git=False)
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assert result.value == "mixed"
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assert "path:AGENTS.md" in result.signals and "path:.claude" in result.signals
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def test_lovable_marker_in_index_html(tmp_path: Path) -> None:
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(tmp_path / "index.html").write_text('<html><head><meta name="author" content="Lovable" /></head></html>')
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result = fingerprint(tmp_path, git=False)
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assert result.value == "mixed"
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assert "marker:lovable" in result.signals
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def test_git_trailer_share_over_threshold_is_agent(tmp_path: Path) -> None:
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subprocess.run(["git", "init", "-q", str(tmp_path)], check=True)
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env = {"GIT_AUTHOR_NAME": "t", "GIT_AUTHOR_EMAIL": "t@x", "GIT_COMMITTER_NAME": "t", "GIT_COMMITTER_EMAIL": "t@x"}
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for index in range(10):
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(tmp_path / f"f{index}.py").write_text("x = 1\n")
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subprocess.run(["git", "-C", str(tmp_path), "add", "."], check=True)
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trailer = "\n\nCo-Authored-By: Claude <[email protected]>" if index < 9 else ""
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subprocess.run(
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["git", "-C", str(tmp_path), "commit", "-q", "-m", f"c{index}{trailer}"], check=True, env={**env, "PATH": "/usr/bin:/bin"}
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)
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result = fingerprint(tmp_path, git=True)
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assert result.sampled_commits == 10 and result.agent_commits == 9
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assert result.agent_commits / result.sampled_commits >= AGENT_SHARE_THRESHOLD
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assert result.value == "agent"
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assert any(signal.startswith("git:trailers") for signal in result.signals)
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def test_git_unavailable_is_a_signal_not_an_error(tmp_path: Path) -> None:
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result = fingerprint(tmp_path, git=True) # tmp_path is not a repository
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assert result.value == "human"
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assert "git:unavailable" in result.signals
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def test_scan_never_reports_synthetic(tmp_path: Path) -> None:
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(tmp_path / "CLAUDE.md").write_text("# claude\n")
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assert fingerprint(tmp_path, git=False).value != "synthetic"
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