#!/usr/bin/env python3 """ memory_anchor.py -- Diff-aware memory anchoring for the auto-memory store. Auto-memory notes live under: ~/.claude/projects//memory/*.md They accumulate backtick-wrapped file references that rot as the codebase moves. This module scans each memory file, pulls out references that look like file paths, and verifies whether each resolves under a repository root. It then renders a dashboard and, under ``check --strict``, exits non-zero when any reference is dead. Reference shapes we recognize (inside backtick code spans only, to avoid false positives on prose): `scan_repo.py` — bare file with known extension `src/foo.py` — relative path with slash `src/foo.py:42` — with optional line suffix `~/.claude/skills/foo/SKILL.md` — tilde-expanded absolute path No prose is parsed. If a path isn't in backticks, it isn't a reference. Usage: python src/memory_anchor.py scan python src/memory_anchor.py dashboard python src/memory_anchor.py check --strict # exit 2 if dead refs """ from __future__ import annotations import argparse import json import os import re import sys import time from dataclasses import asdict, dataclass from pathlib import Path from typing import Sequence # ── Paths & config defaults ──────────────────────────────────────────────── DEFAULT_MEMORY_ROOT = Path(os.path.expanduser("~/.claude/projects")) KNOWN_EXTENSIONS = frozenset({ ".py", ".md", ".json", ".yaml", ".yml", ".toml", ".ts", ".tsx", ".js", ".jsx", ".mjs", ".cjs", ".rs", ".go", ".java", ".c", ".h", ".cpp", ".hpp", ".sh", ".bash", ".zsh", ".fish", ".html", ".css", ".scss", ".sass", ".sql", ".txt", ".rst", ".ini", ".cfg", }) # Inline code spans: backtick-delimited, not crossing newlines. _CODE_SPAN = re.compile(r"`([^`\n]+)`") # Trailing ``:`` to strip (keep drive letters like ``C:`` intact by # requiring purely digit tail). _LINE_TAIL = re.compile(r":(\d+)$") # ── Data model ───────────────────────────────────────────────────────────── @dataclass(frozen=True) class AnchorRef: raw: str # exactly what the memory note wrote between backticks path: str # normalised path sans line suffix line: int | None # optional line number if suffix was present exists: bool def to_dict(self) -> dict: return asdict(self) @dataclass(frozen=True) class MemoryAnchorFile: memory_path: str refs: tuple[AnchorRef, ...] @property def live(self) -> tuple[AnchorRef, ...]: return tuple(r for r in self.refs if r.exists) @property def dead(self) -> tuple[AnchorRef, ...]: return tuple(r for r in self.refs if not r.exists) def to_dict(self) -> dict: return { "memory_path": self.memory_path, "refs": [r.to_dict() for r in self.refs], "live": [r.to_dict() for r in self.live], "dead": [r.to_dict() for r in self.dead], } @dataclass(frozen=True) class AnchorReport: generated_at: float repo_root: str memory_root: str files: tuple[MemoryAnchorFile, ...] @property def all_refs(self) -> tuple[AnchorRef, ...]: out: list[AnchorRef] = [] for f in self.files: out.extend(f.refs) return tuple(out) @property def dead_count(self) -> int: return sum(1 for r in self.all_refs if not r.exists) @property def live_count(self) -> int: return sum(1 for r in self.all_refs if r.exists) @property def has_dead(self) -> bool: return self.dead_count > 0 def to_dict(self) -> dict: return { "generated_at": self.generated_at, "repo_root": self.repo_root, "memory_root": self.memory_root, "files": [f.to_dict() for f in self.files], "totals": { "total": len(self.all_refs), "live": self.live_count, "dead": self.dead_count, }, } # ── Reference extraction ─────────────────────────────────────────────────── def _looks_like_path(token: str) -> bool: """ Heuristic: token looks like a file path if it has a known extension OR contains a slash with a dotted last segment. Rejects obvious non-paths: shell-style flags, bare function names like ``add_skill()``, URLs, commit hashes. """ t = token.strip() if not t or any(ch.isspace() for ch in t): return False if t.startswith(("-", "http://", "https://")): return False if t.endswith("()"): return False stripped = _LINE_TAIL.sub("", t) lower = stripped.lower() for ext in KNOWN_EXTENSIONS: if lower.endswith(ext): return True if "/" in stripped: tail = stripped.rsplit("/", 1)[-1] if "." in tail and not tail.startswith("."): return True return False def _strip_line_suffix(token: str) -> tuple[str, int | None]: m = _LINE_TAIL.search(token) if not m: return token, None return token[: m.start()], int(m.group(1)) def extract_refs(text: str) -> list[tuple[str, str, int | None]]: """ Return a list of (raw, path, line) triples for every backtick span that looks like a file path. Preserves document order; deduplicates within one document (same raw token scanned once). """ seen: set[str] = set() out: list[tuple[str, str, int | None]] = [] for match in _CODE_SPAN.finditer(text): raw = match.group(1).strip() if raw in seen: continue if not _looks_like_path(raw): continue seen.add(raw) path, line = _strip_line_suffix(raw) out.append((raw, path, line)) return out # ── Resolution ───────────────────────────────────────────────────────────── def _resolve(path_str: str, repo_root: Path) -> bool: """ A reference resolves if: - absolute path (or tilde-expanded) exists, OR - joining against repo_root exists, OR - joining against repo_root/src exists (common Python convention). """ expanded = os.path.expanduser(path_str) p = Path(expanded) if p.is_absolute(): return p.exists() candidates = [ repo_root / expanded, repo_root / "src" / expanded, ] return any(c.exists() for c in candidates) def scan_memory_file(memory_path: Path, repo_root: Path) -> MemoryAnchorFile: try: text = memory_path.read_text(encoding="utf-8", errors="replace") except OSError: return MemoryAnchorFile(memory_path=str(memory_path), refs=()) refs: list[AnchorRef] = [] for raw, path, line in extract_refs(text): refs.append(AnchorRef( raw=raw, path=path, line=line, exists=_resolve(path, repo_root), )) return MemoryAnchorFile(memory_path=str(memory_path), refs=tuple(refs)) def _iter_memory_files(memory_root: Path) -> list[Path]: if not memory_root.exists(): return [] return sorted(memory_root.rglob("*.md")) # ── Report ───────────────────────────────────────────────────────────────── def build_report(repo_root: Path, memory_root: Path = DEFAULT_MEMORY_ROOT, now: float | None = None) -> AnchorReport: files = tuple( scan_memory_file(mf, repo_root) for mf in _iter_memory_files(memory_root) ) return AnchorReport( generated_at=now if now is not None else time.time(), repo_root=str(repo_root), memory_root=str(memory_root), files=files, ) def format_dashboard(report: AnchorReport) -> str: total = len(report.all_refs) header = ( f"[memory-anchor] {len(report.files)} memory files " f"refs={total} live={report.live_count} " f"dead={report.dead_count}" ) lines = [header] dead_files = [f for f in report.files if f.dead] if not dead_files: lines.append("All references resolve.") return "\n".join(lines) lines.append("") lines.append("Dead references:") for f in dead_files: lines.append(f" {f.memory_path}") for ref in f.dead: if ref.line is not None: lines.append(f" - `{ref.raw}` (path={ref.path}, " f"line={ref.line})") else: lines.append(f" - `{ref.raw}`") return "\n".join(lines) # ── Repo-root detection ──────────────────────────────────────────────────── def _detect_repo_root(start: Path) -> Path: cur = start.resolve() for parent in (cur, *cur.parents): if (parent / ".git").exists(): return parent return cur # ── CLI ──────────────────────────────────────────────────────────────────── def _build_cli_report(args: argparse.Namespace) -> AnchorReport: repo_root = Path(args.repo_root).resolve() if args.repo_root \ else _detect_repo_root(Path.cwd()) memory_root = Path(args.memory_root).expanduser() if args.memory_root \ else DEFAULT_MEMORY_ROOT return build_report(repo_root=repo_root, memory_root=memory_root) def cmd_scan(args: argparse.Namespace) -> int: print(json.dumps(_build_cli_report(args).to_dict(), indent=2)) return 0 def cmd_dashboard(args: argparse.Namespace) -> int: print(format_dashboard(_build_cli_report(args))) return 0 def cmd_check(args: argparse.Namespace) -> int: report = _build_cli_report(args) print(format_dashboard(report)) if args.strict and report.has_dead: return 2 return 0 def build_parser() -> argparse.ArgumentParser: p = argparse.ArgumentParser(prog="memory_anchor") sub = p.add_subparsers(dest="cmd", required=True) def _add_common(sp: argparse.ArgumentParser) -> None: sp.add_argument("--repo-root", default=None, help="Repository root (default: auto-detect from cwd)") sp.add_argument("--memory-root", default=None, help="Memory directory " "(default: ~/.claude/projects)") sp = sub.add_parser("scan", help="Emit a JSON anchor report") _add_common(sp) sp.set_defaults(func=cmd_scan) sp = sub.add_parser("dashboard", help="Pretty dashboard to stdout") _add_common(sp) sp.set_defaults(func=cmd_dashboard) sp = sub.add_parser("check", help="Dashboard + nonzero exit on dead refs in --strict") _add_common(sp) sp.add_argument("--strict", action="store_true") sp.set_defaults(func=cmd_check) return p def main(argv: Sequence[str] | None = None) -> int: args = build_parser().parse_args(list(argv) if argv is not None else None) return args.func(args) if __name__ == "__main__": sys.exit(main())