Backup automatico script del 2026-11-01 07:00

services/loogle-mcp/data.pre-failback/drill-c0.txt

@@ -0,0 +1 @@
+drill-20261031-205709 C0

services/loogle-mcp/data.pre-failback/drill-c1.txt

@@ -0,0 +1 @@
+drill-20261031-205709 C1

services/loogle-mcp/scripts/export_daily_agent_digest.py

@@ -4,6 +4,7 @@
 
 Fonti (massimo contesto utile, non dump grezzo):
   - transcript agenti Cursor (query utente + conclusioni assistente)
+  - transcript Claude Code di Pi1 (locali) e Pi2 (copiati via rsync in ~/.cache/claude-transcripts/)
   - audit_log tool MCP del giorno
   - commit git recenti in repo tipici (rete, loogle-mcp)
   - piani Cursor `~/.cursor/plans/*.plan.md` → artifacts/plans/ + indice in context.md
@@ -52,6 +53,12 @@ DEFAULT_GIT_REPOS = [
     Path.home() / "docker/loogle-mcp",
 ]
 DEFAULT_PLANS_DIR = Path.home() / ".cursor/plans"
+# Claude Code: <root>/<progetto>/<sessione>.jsonl. Pi2 viene copiato qui prima della lettura.
+CLAUDE_LOCAL_ROOT = Path.home() / ".claude/projects"
+CLAUDE_REMOTES = [("pi2", "daniely@192.168.128.81")]
+CLAUDE_CACHE = Path.home() / ".cache/claude-transcripts"
+SYSTEM_TAG_RE = re.compile(r"<(system-reminder|command-[a-z-]+|local-command-[a-z-]+)[^>]*>.*?</\1>", re.DOTALL)
+PASTED_TAG_RE = re.compile(r"</?pasted_content[^>]*>")
 
 
 def _load_dotenv() -> None:
@@ -253,6 +260,119 @@ def collect_transcripts(day: date, roots: list[Path], max_chats: int = 25) -> li
     return chats
 
 
+def sync_claude_remotes(remotes: list[tuple[str, str]], cache: Path) -> list[tuple[str, Path]]:
+    """Copia i transcript Claude Code dei nodi remoti in cache; un nodo giù non blocca il digest."""
+    roots: list[tuple[str, Path]] = []
+    for name, host in remotes:
+        dest = cache / name
+        dest.mkdir(parents=True, exist_ok=True)
+        cmd = [
+            "rsync", "-a", "--timeout=30", "--prune-empty-dirs",
+            "-e", "ssh -o BatchMode=yes -o ConnectTimeout=6",
+            "--include=*/", "--exclude=subagents/", "--include=*.jsonl", "--exclude=*",
+            f"{host}:.claude/projects/", f"{dest}/",
+        ]
+        try:
+            r = subprocess.run(cmd, capture_output=True, text=True, timeout=180)
+            if r.returncode != 0:
+                print(f"# claude {name}: rsync rc={r.returncode} {r.stderr.strip()[:200]} (uso la copia precedente)",
+                      file=sys.stderr)
+        except (OSError, subprocess.TimeoutExpired) as e:
+            print(f"# claude {name}: rsync non riuscito: {e} (uso la copia precedente)", file=sys.stderr)
+        roots.append((name, dest))
+    return roots
+
+
+def _claude_text(content: Any) -> list[str]:
+    if isinstance(content, str):
+        return [content]
+    out: list[str] = []
+    if isinstance(content, list):
+        for part in content:
+            if isinstance(part, dict) and part.get("type") == "text" and part.get("text"):
+                out.append(part["text"])
+    return out
+
+
+def _clean_claude_user(text: str) -> str:
+    text = SYSTEM_TAG_RE.sub(" ", text)
+    text = PASTED_TAG_RE.sub(" ", text)
+    return text.strip()
+
+
+def collect_claude_transcripts(day: date, roots: list[tuple[str, Path]], max_chats: int = 25) -> list[dict]:
+    """Sessioni Claude Code con almeno un messaggio umano nel giorno (ora locale)."""
+    start, end = _day_bounds(day)
+    files: list[tuple[str, Path]] = []
+    for host, root in roots:
+        if root.is_dir():
+            files.extend((host, p) for p in root.glob("*/*.jsonl"))
+    chats: list[dict] = []
+    for host, path in sorted(files, key=lambda hp: hp[1].stat().st_mtime, reverse=True):
+        if datetime.fromtimestamp(path.stat().st_mtime) < start:
+            continue
+        title = ""
+        queries: list[str] = []
+        tails: list[str] = []
+        paths_touched: Counter[str] = Counter()
+        try:
+            with open(path, encoding="utf-8") as fh:
+                for line in fh:
+                    try:
+                        obj = json.loads(line)
+                    except json.JSONDecodeError:
+                        continue
+                    kind = obj.get("type")
+                    if kind == "custom-title":
+                        title = obj.get("customTitle") or title
+                        continue
+                    if kind not in ("user", "assistant") or obj.get("isSidechain") or obj.get("isMeta"):
+                        continue
+                    try:
+                        when = datetime.fromisoformat(obj["timestamp"].replace("Z", "+00:00")).astimezone().replace(tzinfo=None)
+                    except (KeyError, ValueError):
+                        continue
+                    if not (start <= when < end):
+                        continue
+                    msg = obj.get("message") or {}
+                    content = msg.get("content") if isinstance(msg, dict) else None
+                    if kind == "user":
+                        if obj.get("turnOrigin") not in (None, "human"):
+                            continue
+                        for t in _claude_text(content):
+                            q = _truncate(_clean_claude_user(t), 280)
+                            if q and not _is_noise_query(q):
+                                queries.append(q)
+                    else:
+                        for t in _claude_text(content):
+                            if len(t) > 80:
+                                tails.append(_truncate(t, 320))
+                        if isinstance(content, list):
+                            for part in content:
+                                if isinstance(part, dict) and part.get("type") == "tool_use":
+                                    inp = part.get("input") or {}
+                                    for key in ("file_path", "path"):
+                                        if isinstance(inp.get(key), str):
+                                            paths_touched[inp[key]] += 1
+        except OSError:
+            continue
+        if not queries:
+            continue
+        seen: set[str] = set()
+        uniq = [q for q in queries if not (q in seen or seen.add(q))]
+        chats.append({
+            "id": path.stem,
+            "source": f"claude-{host}",
+            "title": title,
+            "queries": uniq[:8],
+            "conclusions": tails[-3:],
+            "paths": [p for p, _ in paths_touched.most_common(8)],
+        })
+        if len(chats) >= max_chats:
+            break
+    return chats
+
+
 def collect_audit(day: date, db_path: Path) -> dict:
     if not db_path.is_file():
         return {"tools": [], "total": 0}
@@ -474,15 +594,15 @@ def build_markdown(
         "",
     ]
 
-    lines.append("### Chat / agenti Cursor")
+    lines.append("### Chat / agenti (Cursor + Claude Code)")
     if not chats:
         lines.append("- Nessun transcript rilevante per questo giorno.")
     else:
         lines.append(f"- Sessioni considerate: **{len(chats)}**")
         for i, chat in enumerate(chats, 1):
-            title = chat["queries"][0] if chat["queries"] else chat["id"]
-            lines.append(f"{i}. **{_truncate(title, 120)}** `[{chat['id'][:8]}]`")
-            for q in chat["queries"][1:4]:
+            title = chat.get("title") or (chat["queries"][0] if chat["queries"] else chat["id"])
+            lines.append(f"{i}. **{_truncate(title, 120)}** `[{chat.get('source', 'cursor')} {chat['id'][:8]}]`")
+            for q in chat["queries"][(0 if chat.get("title") else 1):4]:
                 lines.append(f"   - Q: {_truncate(q, 160)}")
             for c in chat["conclusions"][-2:]:
                 lines.append(f"   - → {_truncate(c, 200)}")
@@ -585,6 +705,7 @@ def main() -> int:
     parser.add_argument("--dry-run", action="store_true")
     parser.add_argument("--no-index", action="store_true", help="Non aggiornare Qdrant ctx_*")
     parser.add_argument("--max-chats", type=int, default=20)
+    parser.add_argument("--no-claude", action="store_true", help="Non leggere i transcript Claude Code")
     parser.add_argument(
         "--no-plans",
         action="store_true",
@@ -609,6 +730,9 @@ def main() -> int:
         )
 
     chats = collect_transcripts(day, DEFAULT_TRANSCRIPT_ROOTS, max_chats=args.max_chats)
+    if not args.no_claude:
+        claude_roots = [("pi1", CLAUDE_LOCAL_ROOT)] + sync_claude_remotes(CLAUDE_REMOTES, CLAUDE_CACHE)
+        chats += collect_claude_transcripts(day, claude_roots, max_chats=args.max_chats)
     audit = collect_audit(day, Path(os.environ["MCP_DB"]))
     git_lines = collect_git(day, DEFAULT_GIT_REPOS)
     block = build_markdown(

services/loogle-mcp/scripts/export_daily_agent_digest.py.bak-311026

@@ -0,0 +1,721 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""Esporta un blocco giornaliero ricco su progetto MCP (default: homelab-loogle).
+
+Fonti (massimo contesto utile, non dump grezzo):
+  - transcript agenti Cursor (query utente + conclusioni assistente)
+  - audit_log tool MCP del giorno
+  - commit git recenti in repo tipici (rete, loogle-mcp)
+  - piani Cursor `~/.cursor/plans/*.plan.md` → artifacts/plans/ + indice in context.md
+
+Idempotente: marker <!-- daily-digest:YYYY-MM-DD --> — con --force sostituisce il blocco del giorno.
+
+Esempi:
+  python3 scripts/export_daily_agent_digest.py
+  python3 scripts/export_daily_agent_digest.py --date 2026-09-03 --force
+  python3 scripts/export_daily_agent_digest.py --dry-run
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import re
+import shutil
+import sqlite3
+import subprocess
+import sys
+from collections import Counter
+from datetime import date, datetime, timedelta
+from pathlib import Path
+from typing import Any, Optional
+
+ROOT = Path(__file__).resolve().parents[1]
+if str(ROOT) not in sys.path:
+    sys.path.insert(0, str(ROOT))
+
+MARKER_RE = re.compile(r"<!--\s*daily-digest:(\d{4}-\d{2}-\d{2})\s*-->")
+USER_QUERY_RE = re.compile(
+    r"<timestamp>(.*?)</timestamp>\s*<user_query>\s*(.*?)\s*</user_query>",
+    re.DOTALL | re.IGNORECASE,
+)
+TS_PREFIX_RE = re.compile(r"^\[?\d{4}-\d{2}-\d{2}")
+FRONTMATTER_RE = re.compile(r"\A---\s*\n(.*?)\n---\s*\n?", re.DOTALL)
+
+DEFAULT_TRANSCRIPT_ROOTS = [
+    Path.home() / ".cursor/projects/home-daniely/agent-transcripts",
+    Path.home() / ".cursor/projects/home-daniely-docker-loogle-mcp/agent-transcripts",
+]
+DEFAULT_GIT_REPOS = [
+    Path.home() / "rete",
+    Path.home() / "docker/loogle-mcp",
+]
+DEFAULT_PLANS_DIR = Path.home() / ".cursor/plans"
+
+
+def _load_dotenv() -> None:
+    env_path = ROOT / ".env"
+    if not env_path.is_file():
+        return
+    for line in env_path.read_text(encoding="utf-8").splitlines():
+        line = line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        key, _, value = line.partition("=")
+        key = key.strip()
+        if key and key not in os.environ:
+            os.environ[key] = value.strip().strip("'").strip('"')
+
+
+def _configure_paths() -> None:
+    if Path("/.dockerenv").is_file() or (Path("/data").is_dir() and os.access("/data", os.W_OK)):
+        os.environ.setdefault("MCP_DB", "/data/loogle_mcp.db")
+        os.environ.setdefault("MCP_CONTEXT_ROOT", "/data/context")
+        os.environ.setdefault("MCP_VECTOR_FALLBACK", "/data/vector_fallback.db")
+        return
+    os.environ.setdefault("MCP_DB", str(ROOT / "data" / "loogle_mcp.db"))
+    os.environ.setdefault("MCP_CONTEXT_ROOT", "/mnt/ha-apps/mcp/context")
+    os.environ.setdefault("MCP_VECTOR_FALLBACK", str(ROOT / "data" / "vector_fallback.db"))
+
+
+def _parse_day(s: Optional[str]) -> date:
+    if not s:
+        return date.today()
+    return date.fromisoformat(s)
+
+
+def _day_bounds(day: date) -> tuple[datetime, datetime]:
+    start = datetime.combine(day, datetime.min.time())
+    end = start + timedelta(days=1)
+    return start, end
+
+
+def _is_noise_query(q: str) -> bool:
+    q = (q or "").strip()
+    if len(q) < 12:
+        return True
+    low = q.lower()
+    if q.startswith("<") or q.startswith("[REDACTED]"):
+        return True
+    noise_prefixes = (
+        "you are ",
+        "you have access",
+        "start multitasking",
+        "briefly inform the user",
+        "perform any necessary follow-up",
+        "the following task has finished",
+        "<mcp_",
+        "<dynamic_tools>",
+        "<agent_transcripts>",
+    )
+    return any(low.startswith(p) or p in low[:80] for p in noise_prefixes)
+
+
+def _truncate(text: str, limit: int) -> str:
+    text = re.sub(r"\s+", " ", (text or "").strip())
+    if len(text) <= limit:
+        return text
+    return text[: limit - 1].rstrip() + "…"
+
+
+def _extract_text_blocks(message: Any) -> list[str]:
+    if not isinstance(message, dict):
+        return []
+    content = message.get("content")
+    if isinstance(content, str):
+        return [content]
+    out: list[str] = []
+    if isinstance(content, list):
+        for part in content:
+            if isinstance(part, dict) and part.get("type") == "text":
+                t = part.get("text") or ""
+                if t and t != "[REDACTED]":
+                    out.append(t)
+    return out
+
+
+def _parse_event_time(raw: str, file_mtime: float) -> Optional[datetime]:
+    raw = (raw or "").strip()
+    cleaned = re.sub(r"\s*\([^)]*\)\s*$", "", raw).strip()
+    for fmt in (
+        "%A, %b %d, %Y, %I:%M %p",
+        "%A, %B %d, %Y, %I:%M %p",
+        "%Y-%m-%dT%H:%M:%S%z",
+        "%Y-%m-%d %H:%M:%S",
+    ):
+        try:
+            return datetime.strptime(cleaned, fmt)
+        except ValueError:
+            continue
+    return datetime.fromtimestamp(file_mtime)
+
+
+def collect_transcripts(day: date, roots: list[Path], max_chats: int = 25) -> list[dict]:
+    start, end = _day_bounds(day)
+    chats: list[dict] = []
+    files: list[Path] = []
+    for root in roots:
+        if not root.is_dir():
+            continue
+        for path in root.rglob("*.jsonl"):
+            if "subagents" in path.parts:
+                continue
+            files.append(path)
+
+    for path in sorted(files, key=lambda p: p.stat().st_mtime, reverse=True):
+        mtime = path.stat().st_mtime
+        # quick skip: file entirely older than day-1 or newer handled by content
+        if datetime.fromtimestamp(mtime) < start - timedelta(days=2):
+            continue
+        user_queries: list[str] = []
+        assistant_tails: list[str] = []
+        paths_touched: Counter[str] = Counter()
+        day_hit = False
+        try:
+            with open(path, encoding="utf-8") as fh:
+                for line in fh:
+                    line = line.strip()
+                    if not line:
+                        continue
+                    try:
+                        obj = json.loads(line)
+                    except json.JSONDecodeError:
+                        continue
+                    role = obj.get("role")
+                    for text in _extract_text_blocks(obj.get("message") or {}):
+                        if role == "user":
+                            for ts_raw, query in USER_QUERY_RE.findall(text):
+                                when = _parse_event_time(ts_raw, mtime)
+                                if when and start <= when < end:
+                                    day_hit = True
+                                    q = _truncate(query, 280)
+                                    if not _is_noise_query(q):
+                                        user_queries.append(q)
+                            # bare user text without wrapper — solo se breve messaggio umano
+                            if (
+                                "<user_query>" not in text
+                                and start.timestamp() <= mtime < end.timestamp()
+                                and len(text) > 40
+                                and not _is_noise_query(text)
+                                and "<" not in text[:20]
+                            ):
+                                day_hit = True
+                                user_queries.append(_truncate(text, 280))
+                        elif role == "assistant":
+                            if start.timestamp() <= mtime < end.timestamp() or day_hit:
+                                if (
+                                    len(text) > 80
+                                    and not text.startswith("[REDACTED]")
+                                    and not text.startswith("<")
+                                    and "tool_use" not in text[:40]
+                                ):
+                                    # preferisci paragrafi conclusivi (markdown grassetto / verdetto)
+                                    assistant_tails.append(_truncate(text, 320))
+                    # tool paths
+                    msg = obj.get("message") or {}
+                    content = msg.get("content") if isinstance(msg, dict) else None
+                    if isinstance(content, list):
+                        for part in content:
+                            if not isinstance(part, dict) or part.get("type") != "tool_use":
+                                continue
+                            inp = part.get("input") or {}
+                            for key in ("path", "target_notebook", "file_path"):
+                                if key in inp and isinstance(inp[key], str):
+                                    paths_touched[inp[key]] += 1
+        except OSError:
+            continue
+
+        if not day_hit and not user_queries:
+            # include if file modified that day and has substance
+            if not (start.timestamp() <= mtime < end.timestamp()):
+                continue
+            if not assistant_tails:
+                continue
+
+        # dedupe queries
+        seen = set()
+        uniq_q = []
+        for q in user_queries:
+            if q not in seen:
+                seen.add(q)
+                uniq_q.append(q)
+        chats.append(
+            {
+                "id": path.parent.name if path.parent.name != "agent-transcripts" else path.stem,
+                "queries": uniq_q[:8],
+                "conclusions": assistant_tails[-3:],
+                "paths": [p for p, _ in paths_touched.most_common(8)],
+            }
+        )
+        if len(chats) >= max_chats:
+            break
+    return chats
+
+
+def collect_audit(day: date, db_path: Path) -> dict:
+    if not db_path.is_file():
+        return {"tools": [], "total": 0}
+    start = day.isoformat()
+    end = (day + timedelta(days=1)).isoformat()
+    conn = sqlite3.connect(str(db_path))
+    conn.row_factory = sqlite3.Row
+    rows = conn.execute(
+        "SELECT tool_name, COUNT(*) AS n FROM audit_log"
+        " WHERE created_at >= ? AND created_at < ? AND username=?"
+        " GROUP BY tool_name ORDER BY n DESC",
+        (start, end, "daniele"),
+    ).fetchall()
+    samples = conn.execute(
+        "SELECT created_at, tool_name, detail FROM audit_log"
+        " WHERE created_at >= ? AND created_at < ? AND username=?"
+        " ORDER BY id DESC LIMIT 15",
+        (start, end, "daniele"),
+    ).fetchall()
+    conn.close()
+    return {
+        "tools": [(r["tool_name"], r["n"]) for r in rows],
+        "total": sum(r["n"] for r in rows),
+        "samples": [
+            {
+                "at": r["created_at"],
+                "tool": r["tool_name"],
+                "detail": _truncate(r["detail"] or "", 120),
+            }
+            for r in samples
+        ],
+    }
+
+
+def collect_git(day: date, repos: list[Path], limit: int = 12) -> list[str]:
+    since = day.isoformat()
+    until = (day + timedelta(days=1)).isoformat()
+    lines: list[str] = []
+    for repo in repos:
+        if not (repo / ".git").exists():
+            continue
+        try:
+            out = subprocess.check_output(
+                [
+                    "git",
+                    "-C",
+                    str(repo),
+                    "log",
+                    f"--since={since}",
+                    f"--until={until}",
+                    "--pretty=format:%h %s",
+                    f"-n{limit}",
+                ],
+                stderr=subprocess.DEVNULL,
+                text=True,
+                timeout=15,
+            ).strip()
+        except (subprocess.CalledProcessError, subprocess.TimeoutExpired):
+            continue
+        if out:
+            for line in out.splitlines():
+                lines.append(f"{repo.name}: {line}")
+    return lines[:limit]
+
+
+def _parse_plan_file(path: Path) -> dict:
+    text = path.read_text(encoding="utf-8", errors="replace")
+    name = path.stem
+    overview = ""
+    todos_total = 0
+    todos_done = 0
+    m = FRONTMATTER_RE.match(text)
+    if m:
+        fm = m.group(1)
+        nm = re.search(r"^name:\s*(.+)$", fm, re.M)
+        if nm:
+            name = nm.group(1).strip().strip("\"'")
+        ov = re.search(r"^overview:\s*(.+)$", fm, re.M)
+        if ov:
+            overview = ov.group(1).strip().strip("\"'")
+        # overview può essere su più righe YAML quoted — fallback grezzo
+        if overview.startswith("|") or not overview:
+            ov2 = re.search(r"^overview:\s*[>|]?\s*\n((?:[ \t]+.+\n)+)", fm, re.M)
+            if ov2:
+                overview = " ".join(line.strip() for line in ov2.group(1).splitlines())
+        statuses = re.findall(r"^\s+status:\s*(\w+)", fm, re.M)
+        todos_total = len(statuses)
+        todos_done = sum(1 for s in statuses if s == "completed")
+    mtime = datetime.fromtimestamp(path.stat().st_mtime)
+    return {
+        "file": path.name,
+        "name": name,
+        "overview": _truncate(overview, 220),
+        "todos_total": todos_total,
+        "todos_done": todos_done,
+        "mtime": mtime,
+        "text": text,
+        "path": path,
+    }
+
+
+def collect_and_sync_plans(
+    day: date,
+    plans_dir: Path,
+    dest_dir: Path,
+    *,
+    dry_run: bool = False,
+) -> dict:
+    """Copia tutti i .plan.md in artifacts/plans/; ritorna catalogo + aggiornati nel giorno."""
+    start, end = _day_bounds(day)
+    plans: list[dict] = []
+    if plans_dir.is_dir():
+        for path in sorted(plans_dir.glob("*.plan.md")):
+            try:
+                plans.append(_parse_plan_file(path))
+            except OSError:
+                continue
+
+    copied = 0
+    updated_today: list[dict] = []
+    if not dry_run:
+        dest_dir.mkdir(parents=True, exist_ok=True)
+        for plan in plans:
+            target = dest_dir / plan["file"]
+            shutil.copy2(plan["path"], target)
+            copied += 1
+            if start <= plan["mtime"] < end:
+                updated_today.append(plan)
+        # INDEX.md per lettura umana / futuri tool
+        idx_lines = [
+            "# Piani Cursor (sync)",
+            "",
+            f"_Aggiornato {datetime.now().astimezone().strftime('%Y-%m-%d %H:%M %Z')} "
+            f"da `~/.cursor/plans` → `artifacts/plans/`._",
+            "",
+        ]
+        for plan in sorted(plans, key=lambda p: p["mtime"], reverse=True):
+            prog = (
+                f"{plan['todos_done']}/{plan['todos_total']}"
+                if plan["todos_total"]
+                else "?"
+            )
+            idx_lines.append(
+                f"- **{plan['name']}** (`{plan['file']}`, todos {prog}, "
+                f"mtime {plan['mtime'].date().isoformat()})"
+            )
+            if plan["overview"]:
+                idx_lines.append(f"  - {plan['overview']}")
+        idx_lines.append("")
+        (dest_dir / "INDEX.md").write_text("\n".join(idx_lines), encoding="utf-8")
+    else:
+        updated_today = [p for p in plans if start <= p["mtime"] < end]
+
+    return {
+        "plans": plans,
+        "copied": copied,
+        "updated_today": updated_today,
+        "dest": str(dest_dir),
+    }
+
+
+def upsert_plans_index_section(context_md: str, plans: list[dict]) -> str:
+    """Sezione stabile in context.md (non nel digest giornaliero) con indice piani."""
+    begin = "<!-- BEGIN CURSOR PLANS -->"
+    end = "<!-- END CURSOR PLANS -->"
+    lines = [
+        begin,
+        "## Piani Cursor (indice sync)",
+        "",
+        "_File completi in `artifacts/plans/`. Qui solo indice per `get_project_context`._",
+        "",
+    ]
+    if not plans:
+        lines.append("- Nessun piano in `~/.cursor/plans`.")
+    else:
+        for plan in sorted(plans, key=lambda p: p["mtime"], reverse=True):
+            prog = (
+                f"{plan['todos_done']}/{plan['todos_total']} done"
+                if plan["todos_total"]
+                else "n/d"
+            )
+            lines.append(
+                f"- **{plan['name']}** — {prog} — `{plan['file']}` "
+                f"({plan['mtime'].date().isoformat()})"
+            )
+            if plan["overview"]:
+                lines.append(f"  - {plan['overview']}")
+    lines.extend(["", end, ""])
+    block = "\n".join(lines)
+
+    if begin in context_md and end in context_md:
+        pattern = re.compile(
+            re.escape(begin) + r".*?" + re.escape(end),
+            re.DOTALL,
+        )
+        return pattern.sub(block.strip(), context_md)
+    # inserisci prima dei daily digests se presenti
+    dig = "<!-- BEGIN DAILY DIGESTS -->"
+    if dig in context_md:
+        head, tail = context_md.split(dig, 1)
+        return head.rstrip() + "\n\n" + block + "\n" + dig + tail
+    return context_md.rstrip() + "\n\n" + block
+
+
+def build_markdown(
+    day: date,
+    chats: list[dict],
+    audit: dict,
+    git_lines: list[str],
+    project_id: str,
+    plans_updated: Optional[list[dict]] = None,
+) -> str:
+    lines: list[str] = [
+        f"<!-- daily-digest:{day.isoformat()} -->",
+        f"## Digest agenti {day.isoformat()} — `{project_id}`",
+        "",
+        f"_Generato automaticamente da `export_daily_agent_digest.py` "
+        f"({datetime.now().astimezone().strftime('%Y-%m-%d %H:%M %Z')})._",
+        "",
+    ]
+
+    lines.append("### Chat / agenti Cursor")
+    if not chats:
+        lines.append("- Nessun transcript rilevante per questo giorno.")
+    else:
+        lines.append(f"- Sessioni considerate: **{len(chats)}**")
+        for i, chat in enumerate(chats, 1):
+            title = chat["queries"][0] if chat["queries"] else chat["id"]
+            lines.append(f"{i}. **{_truncate(title, 120)}** `[{chat['id'][:8]}]`")
+            for q in chat["queries"][1:4]:
+                lines.append(f"   - Q: {_truncate(q, 160)}")
+            for c in chat["conclusions"][-2:]:
+                lines.append(f"   - → {_truncate(c, 200)}")
+            if chat["paths"]:
+                short_paths = ", ".join(_truncate(p, 60) for p in chat["paths"][:5])
+                lines.append(f"   - File: `{short_paths}`")
+    lines.append("")
+
+    lines.append("### Tool MCP usati")
+    if not audit.get("total"):
+        lines.append("- Nessuna chiamata tool in audit_log.")
+    else:
+        lines.append(f"- Totale chiamate: **{audit['total']}**")
+        top = ", ".join(f"`{name}`×{n}" for name, n in audit["tools"][:10])
+        lines.append(f"- Top: {top}")
+        for s in (audit.get("samples") or [])[:8]:
+            lines.append(f"  - {s['at']} `{s['tool']}` {s['detail']}")
+    lines.append("")
+
+    lines.append("### Commit git (homelab)")
+    if not git_lines:
+        lines.append("- Nessun commit nel giorno.")
+    else:
+        for g in git_lines:
+            lines.append(f"- `{g}`")
+    lines.append("")
+
+    lines.append("### Piani Cursor aggiornati oggi")
+    plans_updated = plans_updated or []
+    if not plans_updated:
+        lines.append("- Nessun `.plan.md` modificato in questa data.")
+    else:
+        for plan in plans_updated:
+            prog = (
+                f"{plan['todos_done']}/{plan['todos_total']}"
+                if plan["todos_total"]
+                else "?"
+            )
+            lines.append(
+                f"- **{plan['name']}** (`artifacts/plans/{plan['file']}`, todos {prog})"
+            )
+            if plan["overview"]:
+                lines.append(f"  - {plan['overview']}")
+    lines.append("")
+
+    lines.append("### Per Claude / prossimi agenti")
+    lines.append(
+        "- Usa questo blocco come memoria del giorno; per dettagli codice preferisci "
+        "`search_gitea_knowledge` / `get_file` sui path citati."
+    )
+    lines.append(
+        "- Piani completi: sezione **Piani Cursor** in context.md + file in `artifacts/plans/`."
+    )
+    lines.append(
+        "- Non ripetere setup già conclusi; riparti da decisioni e next step qui sopra."
+    )
+    lines.append("")
+    return "\n".join(lines)
+
+
+def upsert_daily_block(context_md: str, day: date, block: str) -> str:
+    """Rimuove eventuale blocco del giorno e inserisce il nuovo in cima alla sezione digest."""
+    pattern = re.compile(
+        rf"<!--\s*daily-digest:{day.isoformat()}\s*-->.*?"
+        rf"(?=<!--\s*daily-digest:\d{{4}}-\d{{2}}-\d{{2}}\s*-->|<!--\s*END DAILY DIGESTS\s*-->|\Z)",
+        re.DOTALL,
+    )
+    context_md = pattern.sub("", context_md)
+
+    begin = "<!-- BEGIN DAILY DIGESTS -->"
+    end = "<!-- END DAILY DIGESTS -->"
+    if begin not in context_md:
+        context_md = context_md.rstrip() + f"\n\n{begin}\n\n{end}\n"
+
+    # Assicura END
+    if end not in context_md:
+        context_md = context_md.rstrip() + f"\n\n{end}\n"
+
+    head, rest = context_md.split(begin, 1)
+    # rest inizia dopo BEGIN; togli END temporaneamente dalla porzione digest
+    if end in rest:
+        mid, tail = rest.split(end, 1)
+    else:
+        mid, tail = rest, ""
+    mid = mid.strip()
+    new_mid = block.strip() + ("\n\n" + mid if mid else "")
+    return head.rstrip() + f"\n\n{begin}\n\n{new_mid}\n\n{end}" + tail
+
+
+def has_daily_block(context_md: str, day: date) -> bool:
+    return f"<!-- daily-digest:{day.isoformat()} -->" in context_md
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description="Digest giornaliero agenti → MCP context")
+    parser.add_argument("--date", help="YYYY-MM-DD (default: oggi)")
+    parser.add_argument("--user", default="daniele")
+    parser.add_argument("--project", default="homelab-loogle")
+    parser.add_argument("--force", action="store_true", help="Sostituisci blocco del giorno se già presente")
+    parser.add_argument("--dry-run", action="store_true")
+    parser.add_argument("--no-index", action="store_true", help="Non aggiornare Qdrant ctx_*")
+    parser.add_argument("--max-chats", type=int, default=20)
+    parser.add_argument(
+        "--no-plans",
+        action="store_true",
+        help="Non sincronizzare ~/.cursor/plans",
+    )
+    args = parser.parse_args()
+
+    _load_dotenv()
+    _configure_paths()
+    day = _parse_day(args.date)
+
+    proj = Path(os.environ["MCP_CONTEXT_ROOT"]) / args.user / "projects" / args.project
+    plans_dest = proj / "artifacts" / "plans"
+
+    plans_info: dict = {"plans": [], "copied": 0, "updated_today": [], "dest": str(plans_dest)}
+    if not args.no_plans:
+        plans_info = collect_and_sync_plans(
+            day,
+            DEFAULT_PLANS_DIR,
+            plans_dest,
+            dry_run=args.dry_run,
+        )
+
+    chats = collect_transcripts(day, DEFAULT_TRANSCRIPT_ROOTS, max_chats=args.max_chats)
+    audit = collect_audit(day, Path(os.environ["MCP_DB"]))
+    git_lines = collect_git(day, DEFAULT_GIT_REPOS)
+    block = build_markdown(
+        day,
+        chats,
+        audit,
+        git_lines,
+        args.project,
+        plans_updated=plans_info.get("updated_today") or [],
+    )
+
+    if args.dry_run:
+        print(block)
+        if plans_info.get("plans"):
+            print("\n# plans index preview", file=sys.stderr)
+            for p in plans_info["plans"][:5]:
+                print(f"#  - {p['name']} ({p['file']})", file=sys.stderr)
+        print(
+            f"\n# dry-run chats={len(chats)} audit={audit.get('total', 0)} "
+            f"git={len(git_lines)} plans={len(plans_info.get('plans') or [])} "
+            f"plans_today={len(plans_info.get('updated_today') or [])} chars={len(block)}",
+            file=sys.stderr,
+        )
+        return 0
+
+    from app.context import store as context_store
+    from app.db import init_db
+    from app.knowledge import indexer
+
+    init_db()
+    data = context_store.get_project_context(args.user, args.project, session_limit=1, include_gitea=False)
+    existing = data.get("context_md") or ""
+
+    # I piani si sincronizzano sempre; il digest può essere skippato se già presente
+    existing = upsert_plans_index_section(existing, plans_info.get("plans") or [])
+
+    digest_skipped = False
+    if has_daily_block(existing, day) and not args.force:
+        digest_skipped = True
+        new_md = existing
+        print(f"SKIP digest: {day.isoformat()} già presente (usa --force); plans sync ok")
+    else:
+        new_md = upsert_daily_block(existing, day, block)
+
+    ctx_path = proj / "context.md"
+    meta_path = proj / "meta.json"
+    sessions = proj / "sessions"
+    sessions.mkdir(parents=True, exist_ok=True)
+    ctx_path.write_text(new_md, encoding="utf-8")
+    meta = json.loads(meta_path.read_text(encoding="utf-8"))
+    meta["updated_at"] = datetime.now().astimezone().isoformat(timespec="seconds")
+    meta_path.write_text(json.dumps(meta, ensure_ascii=False, indent=2), encoding="utf-8")
+
+    snap = None
+    if not digest_skipped:
+        snap = sessions / f"{day.isoformat()}-daily.md"
+        snap.write_text(block, encoding="utf-8")
+
+    if not args.no_index:
+        try:
+            if not digest_skipped:
+                indexer.index_context_snippet(
+                    args.user,
+                    args.project,
+                    block,
+                    f"Digest {day.isoformat()} — {meta.get('title', args.project)}",
+                    snippet_id=f"daily-{day.isoformat()}",
+                )
+            # indicizza ogni piano (testo ridotto: name+overview+body troncato)
+            for plan in plans_info.get("plans") or []:
+                body = plan["text"]
+                if len(body) > 12000:
+                    body = body[:12000] + "\n…[troncato]"
+                indexer.index_context_snippet(
+                    args.user,
+                    args.project,
+                    f"# Piano Cursor: {plan['name']}\n\n{plan['overview']}\n\n{body}",
+                    f"Plan: {plan['name']}",
+                    snippet_id=f"plan-{plan['file']}",
+                )
+            print("indexed: ok")
+        except Exception as exc:
+            print(f"indexed: skip ({exc})")
+
+    print(
+        json.dumps(
+            {
+                "ok": True,
+                "day": day.isoformat(),
+                "project": args.project,
+                "digest_skipped": digest_skipped,
+                "chats": len(chats),
+                "audit_calls": audit.get("total", 0),
+                "git_commits": len(git_lines),
+                "plans_synced": plans_info.get("copied", 0),
+                "plans_updated_today": len(plans_info.get("updated_today") or []),
+                "chars": len(block),
+                "context_chars": len(new_md),
+                "session": str(snap) if snap else None,
+                "plans_dest": plans_info.get("dest"),
+            },
+            ensure_ascii=False,
+            indent=2,
+        )
+    )
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())