ctx / src /memory_anchor.py
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#!/usr/bin/env python3
"""
memory_anchor.py -- Diff-aware memory anchoring for the auto-memory store.
Auto-memory notes live under:
~/.claude/projects/<slug>/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 ``:<line>`` 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())