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diff --git a/languages/python/claude/scripts/coverage-summary.py b/languages/python/claude/scripts/coverage-summary.py
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+++ b/languages/python/claude/scripts/coverage-summary.py
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+#!/usr/bin/env python3
+"""Whole-project coverage summary from a coverage.py JSON report.
+
+Batch helper for `make coverage-summary`. After `make coverage` writes a
+coverage.py JSON report (`coverage json`), this prints a file-weighted project
+number and the source files present on disk but absent from the report.
+
+The value here is the missing-file detection: a module no test imports never
+appears in coverage.py's output, so a line-weighted total silently skips it and
+the suite looks healthier than it is. This counts such a file as 0% and weights
+the project number by file rather than by line, so untested modules stay
+visible. coverage.py's own `coverage report` prints the per-file table, so this
+deliberately doesn't reimplement that — it adds the accounting `report` lacks.
+
+Self-contained on the standard library (json only); it parses the report, it
+does not import coverage. The coverage.py JSON shape it reads is:
+  { "files": { "<path>": { "summary": { "covered_lines": N,
+                                         "num_statements": M, ... } } } }
+Paths are relative to the directory coverage ran in (the project root).
+
+CLI:
+  coverage-summary.py REPORT SOURCE_DIR [PROJECT_ROOT]
+    REPORT       path to the coverage.py JSON report
+    SOURCE_DIR   the package/source directory to account for
+    PROJECT_ROOT defaults to the current directory
+"""
+from __future__ import annotations
+
+import json
+import sys
+from pathlib import Path
+from typing import NoReturn
+
+
+def _die(msg: str) -> NoReturn:
+    print(f"coverage-summary: {msg}", file=sys.stderr)
+    raise SystemExit(1)
+
+
+def parse_report(report_path) -> dict:
+    """Parse a coverage.py JSON report into {abspath: (covered, total)}.
+
+    COVERED is the file's covered_lines, TOTAL its num_statements. coverage.py
+    records paths relative to the directory it ran in, which is where the report
+    is written, so relative paths resolve against the report's parent. Exits with
+    a clear message when the report is missing or malformed.
+    """
+    p = Path(report_path)
+    if not p.is_file():
+        _die(f"coverage report not found: {p}")
+    base = p.resolve().parent
+    try:
+        data = json.loads(p.read_text())
+    except (ValueError, OSError) as e:
+        _die(f"malformed coverage JSON in {p}: {e}")
+    result: dict = {}
+    for path, entry in (data.get("files") or {}).items():
+        summary = entry.get("summary", {}) if isinstance(entry, dict) else {}
+        covered = int(summary.get("covered_lines", 0))
+        total = int(summary.get("num_statements", 0))
+        fp = Path(path)
+        abspath = fp.resolve() if fp.is_absolute() else (base / fp).resolve()
+        result[str(abspath)] = (covered, total)
+    return result
+
+
+def under_dir(table: dict, source_dir, project_root) -> dict:
+    """Filter TABLE to files under SOURCE_DIR, re-keyed relative to PROJECT_ROOT."""
+    source_dir = Path(source_dir).resolve()
+    project_root = Path(project_root).resolve()
+    result: dict = {}
+    for abspath, counts in table.items():
+        ap = Path(abspath)
+        if source_dir == ap or source_dir in ap.parents:
+            result[str(ap.relative_to(project_root))] = counts
+    return result
+
+
+def source_files(source_dir, project_root) -> list:
+    """Return *.py files under SOURCE_DIR (recursive), relative to PROJECT_ROOT.
+
+    Packages nest, so this recurses; __pycache__ is skipped. The caller scopes
+    coverage by choosing SOURCE_DIR.
+    """
+    source_dir = Path(source_dir).resolve()
+    project_root = Path(project_root).resolve()
+    out = []
+    for p in source_dir.rglob("*.py"):
+        if "__pycache__" in p.parts:
+            continue
+        out.append(str(p.resolve().relative_to(project_root)))
+    return sorted(out)
+
+
+def missing(tracked, source_dir, project_root) -> list:
+    """Source files on disk but absent from TRACKED (the report's keys)."""
+    tracked_set = set(tracked)
+    return [f for f in source_files(source_dir, project_root) if f not in tracked_set]
+
+
+def file_pct(covered: int, total: int) -> float:
+    """COVERED/TOTAL as a percentage. A file with no statements is 100%."""
+    return (100.0 * covered / total) if total > 0 else 100.0
+
+
+def project_pct(report_path, source_dir, project_root) -> float:
+    """File-weighted project coverage: every tracked file contributes its own
+    percentage, every source file missing from the report contributes 0%, and
+    the result is the mean over all files under SOURCE_DIR."""
+    tracked = under_dir(parse_report(report_path), source_dir, project_root)
+    miss = missing(list(tracked), source_dir, project_root)
+    total_count = len(tracked) + len(miss)
+    if total_count == 0:
+        return 0.0
+    score = sum(file_pct(c, t) for c, t in tracked.values())
+    return score / total_count
+
+
+def summary_text(report_path, source_dir, project_root) -> str:
+    """Render the project number and the missing-file list (not the per-file
+    table — `coverage report` already prints that)."""
+    tracked = under_dir(parse_report(report_path), source_dir, project_root)
+    miss = missing(list(tracked), source_dir, project_root)
+    pct = project_pct(report_path, source_dir, project_root)
+    rel_src = Path(source_dir).resolve().relative_to(Path(project_root).resolve())
+    total = len(tracked) + len(miss)
+    lines = [
+        f"Coverage summary for {rel_src}",
+        "",
+        f"Project coverage: {pct:.1f}% ({len(tracked)} tracked, {len(miss)} "
+        f"missing, {total} total; missing files count as 0%)",
+        "",
+        f"Not in coverage report: {len(miss)} file{'' if len(miss) == 1 else 's'}",
+    ]
+    if miss:
+        lines.append("These files had no coverage entry; they count as 0% in project coverage.")
+        lines += [f"  {m}" for m in sorted(miss)]
+    else:
+        lines.append("Every source file appears in the coverage report.")
+    lines.append("")
+    lines.append("(Per-file table: run `coverage report`.)")
+    return "\n".join(lines) + "\n"
+
+
+def main(argv) -> int:
+    if not 2 <= len(argv) <= 3:
+        print("usage: coverage-summary.py REPORT SOURCE_DIR [PROJECT_ROOT]", file=sys.stderr)
+        return 2
+    report, source_dir = argv[0], argv[1]
+    project_root = argv[2] if len(argv) == 3 else "."
+    print()
+    print(summary_text(report, source_dir, project_root), end="")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1:]))