Merge pull request #270 from tmuskal/main
Package MemPalace as standard Claude and Codex plugins with easy installation
This commit is contained in:
Ben Sigman
@@ -226,6 +226,20 @@ def cmd_repair(args):
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print(f"\n{'=' * 55}\n")
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def cmd_hook(args):
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"""Run hook logic: reads JSON from stdin, outputs JSON to stdout."""
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from .hooks_cli import run_hook
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run_hook(hook_name=args.hook, harness=args.harness)
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def cmd_instructions(args):
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"""Output skill instructions to stdout."""
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from .instructions_cli import run_instructions
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run_instructions(name=args.name)
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def cmd_compress(args):
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"""Compress drawers in a wing using AAAK Dialect."""
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import chromadb
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@@ -451,6 +465,35 @@ def main():
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help="Only split files containing at least N sessions (default: 2)",
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)
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# hook
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p_hook = sub.add_parser(
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"hook",
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help="Run hook logic (reads JSON from stdin, outputs JSON to stdout)",
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)
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hook_sub = p_hook.add_subparsers(dest="hook_action")
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p_hook_run = hook_sub.add_parser("run", help="Execute a hook")
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p_hook_run.add_argument(
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"--hook",
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required=True,
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choices=["session-start", "stop", "precompact"],
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help="Hook name to run",
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)
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p_hook_run.add_argument(
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"--harness",
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required=True,
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choices=["claude-code", "codex"],
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help="Harness type (determines stdin JSON format)",
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)
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# instructions
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p_instructions = sub.add_parser(
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"instructions",
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help="Output skill instructions to stdout",
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)
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instructions_sub = p_instructions.add_subparsers(dest="instructions_name")
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for instr_name in ["init", "search", "mine", "help", "status"]:
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instructions_sub.add_parser(instr_name, help=f"Output {instr_name} instructions")
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# repair
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sub.add_parser(
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"repair",
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@@ -466,6 +509,23 @@ def main():
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parser.print_help()
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return
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# Handle two-level subcommands
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if args.command == "hook":
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if not getattr(args, "hook_action", None):
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p_hook.print_help()
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return
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cmd_hook(args)
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return
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if args.command == "instructions":
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name = getattr(args, "instructions_name", None)
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if not name:
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p_instructions.print_help()
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return
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args.name = name
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cmd_instructions(args)
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return
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dispatch = {
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"init": cmd_init,
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"mine": cmd_mine,
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@@ -0,0 +1,226 @@
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"""
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Hook logic for MemPalace — Python implementation of session-start, stop, and precompact hooks.
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Reads JSON from stdin, outputs JSON to stdout.
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Supported hooks: session-start, stop, precompact
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Supported harnesses: claude-code, codex (extensible to cursor, gemini, etc.)
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"""
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import json
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import os
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import re
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import subprocess
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import sys
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from datetime import datetime
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from pathlib import Path
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SAVE_INTERVAL = 15
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STATE_DIR = Path.home() / ".mempalace" / "hook_state"
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STOP_BLOCK_REASON = (
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"AUTO-SAVE checkpoint. Save key topics, decisions, quotes, and code "
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"from this session to your memory system. Organize into appropriate "
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"categories. Use verbatim quotes where possible. Continue conversation "
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"after saving."
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)
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PRECOMPACT_BLOCK_REASON = (
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"COMPACTION IMMINENT. Save ALL topics, decisions, quotes, code, and "
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"important context from this session to your memory system. Be thorough "
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"\u2014 after compaction, detailed context will be lost. Organize into "
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"appropriate categories. Use verbatim quotes where possible. Save "
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"everything, then allow compaction to proceed."
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)
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def _sanitize_session_id(session_id: str) -> str:
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"""Only allow alnum, dash, underscore to prevent path traversal."""
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sanitized = re.sub(r"[^a-zA-Z0-9_-]", "", session_id)
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return sanitized or "unknown"
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def _count_human_messages(transcript_path: str) -> int:
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"""Count human messages in a JSONL transcript, skipping command-messages."""
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path = Path(transcript_path).expanduser()
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if not path.is_file():
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return 0
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count = 0
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try:
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with open(path, encoding="utf-8", errors="replace") as f:
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for line in f:
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try:
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entry = json.loads(line)
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msg = entry.get("message", {})
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if isinstance(msg, dict) and msg.get("role") == "user":
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content = msg.get("content", "")
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if isinstance(content, str):
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if "<command-message>" in content:
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continue
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elif isinstance(content, list):
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text = " ".join(
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b.get("text", "") for b in content if isinstance(b, dict)
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)
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if "<command-message>" in text:
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continue
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count += 1
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except (json.JSONDecodeError, AttributeError):
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pass
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except OSError:
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return 0
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return count
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def _log(message: str):
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"""Append to hook state log file."""
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try:
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STATE_DIR.mkdir(parents=True, exist_ok=True)
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log_path = STATE_DIR / "hook.log"
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timestamp = datetime.now().strftime("%H:%M:%S")
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with open(log_path, "a") as f:
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f.write(f"[{timestamp}] {message}\n")
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except OSError:
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pass
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def _output(data: dict):
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"""Print JSON to stdout with consistent formatting (pretty-printed)."""
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print(json.dumps(data, indent=2, ensure_ascii=False))
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def _maybe_auto_ingest():
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"""If MEMPAL_DIR is set and exists, run mempalace mine in background."""
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mempal_dir = os.environ.get("MEMPAL_DIR", "")
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if mempal_dir and os.path.isdir(mempal_dir):
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try:
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log_path = STATE_DIR / "hook.log"
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with open(log_path, "a") as log_f:
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subprocess.Popen(
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[sys.executable, "-m", "mempalace", "mine", mempal_dir],
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stdout=log_f,
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stderr=log_f,
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)
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except OSError:
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pass
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SUPPORTED_HARNESSES = {"claude-code", "codex"}
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def _parse_harness_input(data: dict, harness: str) -> dict:
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"""Parse stdin JSON according to the harness type."""
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if harness not in SUPPORTED_HARNESSES:
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print(f"Unknown harness: {harness}", file=sys.stderr)
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sys.exit(1)
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return {
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"session_id": _sanitize_session_id(str(data.get("session_id", "unknown"))),
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"stop_hook_active": data.get("stop_hook_active", False),
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"transcript_path": str(data.get("transcript_path", "")),
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}
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def hook_stop(data: dict, harness: str):
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"""Stop hook: block every N messages for auto-save."""
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parsed = _parse_harness_input(data, harness)
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session_id = parsed["session_id"]
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stop_hook_active = parsed["stop_hook_active"]
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transcript_path = parsed["transcript_path"]
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# If already in a save cycle, let through (infinite-loop prevention)
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if str(stop_hook_active).lower() in ("true", "1", "yes"):
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_output({})
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return
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# Count human messages
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exchange_count = _count_human_messages(transcript_path)
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# Track last save point
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STATE_DIR.mkdir(parents=True, exist_ok=True)
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last_save_file = STATE_DIR / f"{session_id}_last_save"
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last_save = 0
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if last_save_file.is_file():
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try:
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last_save = int(last_save_file.read_text().strip())
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except (ValueError, OSError):
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last_save = 0
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since_last = exchange_count - last_save
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_log(f"Session {session_id}: {exchange_count} exchanges, {since_last} since last save")
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if since_last >= SAVE_INTERVAL and exchange_count > 0:
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# Update last save point
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try:
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last_save_file.write_text(str(exchange_count))
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except OSError:
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pass
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_log(f"TRIGGERING SAVE at exchange {exchange_count}")
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# Optional: auto-ingest if MEMPAL_DIR is set
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_maybe_auto_ingest()
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_output({"decision": "block", "reason": STOP_BLOCK_REASON})
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else:
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_output({})
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def hook_session_start(data: dict, harness: str):
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"""Session start hook: initialize session tracking state."""
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parsed = _parse_harness_input(data, harness)
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session_id = parsed["session_id"]
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_log(f"SESSION START for session {session_id}")
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# Initialize session state directory
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STATE_DIR.mkdir(parents=True, exist_ok=True)
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# Pass through — no blocking on session start
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_output({})
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def hook_precompact(data: dict, harness: str):
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"""Precompact hook: always block with comprehensive save instruction."""
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parsed = _parse_harness_input(data, harness)
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session_id = parsed["session_id"]
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_log(f"PRE-COMPACT triggered for session {session_id}")
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# Optional: auto-ingest synchronously before compaction (so memories land first)
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mempal_dir = os.environ.get("MEMPAL_DIR", "")
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if mempal_dir and os.path.isdir(mempal_dir):
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try:
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log_path = STATE_DIR / "hook.log"
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with open(log_path, "a") as log_f:
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subprocess.run(
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[sys.executable, "-m", "mempalace", "mine", mempal_dir],
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stdout=log_f,
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stderr=log_f,
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timeout=60,
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)
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except OSError:
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pass
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# Always block -- compaction = save everything
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_output({"decision": "block", "reason": PRECOMPACT_BLOCK_REASON})
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def run_hook(hook_name: str, harness: str):
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"""Main entry point: read stdin JSON, dispatch to hook handler."""
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try:
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data = json.load(sys.stdin)
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except (json.JSONDecodeError, EOFError):
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_log("WARNING: Failed to parse stdin JSON, proceeding with empty data")
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data = {}
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hooks = {
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"session-start": hook_session_start,
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"stop": hook_stop,
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"precompact": hook_precompact,
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}
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handler = hooks.get(hook_name)
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if handler is None:
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print(f"Unknown hook: {hook_name}", file=sys.stderr)
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sys.exit(1)
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handler(data, harness)
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@@ -0,0 +1,105 @@
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# MemPalace
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AI memory system. Store everything, find anything. Local, free, no API key.
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---
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## Slash Commands
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| Command | Description |
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|----------------------|--------------------------------|
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| /mempalace:init | Install and set up MemPalace |
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| /mempalace:search | Search your memories |
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| /mempalace:mine | Mine projects and conversations|
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| /mempalace:status | Palace overview and stats |
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| /mempalace:help | This help message |
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---
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## MCP Tools (19)
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### Palace (read)
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- mempalace_status -- Palace status and stats
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- mempalace_list_wings -- List all wings
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- mempalace_list_rooms -- List rooms in a wing
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- mempalace_get_taxonomy -- Get the full taxonomy tree
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- mempalace_search -- Search memories by query
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- mempalace_check_duplicate -- Check if a memory already exists
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- mempalace_get_aaak_spec -- Get the AAAK specification
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### Palace (write)
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- mempalace_add_drawer -- Add a new memory (drawer)
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- mempalace_delete_drawer -- Delete a memory (drawer)
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### Knowledge Graph
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- mempalace_kg_query -- Query the knowledge graph
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- mempalace_kg_add -- Add a knowledge graph entry
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- mempalace_kg_invalidate -- Invalidate a knowledge graph entry
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- mempalace_kg_timeline -- View knowledge graph timeline
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- mempalace_kg_stats -- Knowledge graph statistics
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### Navigation
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- mempalace_traverse -- Traverse the palace structure
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- mempalace_find_tunnels -- Find cross-wing connections
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- mempalace_graph_stats -- Graph connectivity statistics
|
||||
|
||||
### Agent Diary
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- mempalace_diary_write -- Write a diary entry
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- mempalace_diary_read -- Read diary entries
|
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|
||||
---
|
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|
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## CLI Commands
|
||||
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mempalace init <dir> Initialize a new palace
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mempalace mine <dir> Mine a project (default mode)
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mempalace mine <dir> --mode convos Mine conversation exports
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mempalace search "query" Search your memories
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mempalace split <dir> Split large transcript files
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mempalace wake-up Load palace into context
|
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mempalace compress Compress palace storage
|
||||
mempalace status Show palace status
|
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mempalace repair Rebuild vector index
|
||||
mempalace hook run Run hook logic (for harness integration)
|
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mempalace instructions <name> Output skill instructions
|
||||
|
||||
---
|
||||
|
||||
## Auto-Save Hooks
|
||||
|
||||
- Stop hook -- Automatically saves memories every 15 messages. Counts human
|
||||
messages in the session transcript (skipping command-messages). When the
|
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threshold is reached, blocks the AI with a save instruction. Uses
|
||||
~/.mempalace/hook_state/ to track save points per session. If
|
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stop_hook_active is true, passes through to prevent infinite loops.
|
||||
|
||||
- PreCompact hook -- Emergency save before context compaction. Always blocks
|
||||
with a comprehensive save instruction because compaction means the AI is
|
||||
about to lose detailed context.
|
||||
|
||||
Hooks read JSON from stdin and output JSON to stdout. They can be invoked via:
|
||||
|
||||
echo '{"session_id":"abc","stop_hook_active":false,"transcript_path":"..."}' | mempalace hook run --hook stop --harness claude-code
|
||||
|
||||
---
|
||||
|
||||
## Architecture
|
||||
|
||||
Wings (projects/people)
|
||||
+-- Rooms (topics)
|
||||
+-- Closets (summaries)
|
||||
+-- Drawers (verbatim memories)
|
||||
|
||||
Halls connect rooms within a wing.
|
||||
Tunnels connect rooms across wings.
|
||||
|
||||
The palace is stored locally using ChromaDB for vector search and SQLite for
|
||||
metadata. No cloud services or API keys required.
|
||||
|
||||
---
|
||||
|
||||
## Getting Started
|
||||
|
||||
1. /mempalace:init -- Set up your palace
|
||||
2. /mempalace:mine -- Mine a project or conversation
|
||||
3. /mempalace:search -- Find what you stored
|
||||
@@ -0,0 +1,69 @@
|
||||
# MemPalace Init
|
||||
|
||||
Guide the user through a complete MemPalace setup. Follow each step in order,
|
||||
stopping to report errors and attempt remediation before proceeding.
|
||||
|
||||
## Step 1: Check Python version
|
||||
|
||||
Run `python3 --version` (or `python --version` on Windows) and confirm the
|
||||
version is 3.9 or higher. If Python is not found or the version is too old,
|
||||
tell the user they need Python 3.9+ installed and stop.
|
||||
|
||||
## Step 2: Check if mempalace is already installed
|
||||
|
||||
Run `pip show mempalace` to see if the package is already present. If it is,
|
||||
report the installed version and skip to Step 4.
|
||||
|
||||
## Step 3: Install mempalace
|
||||
|
||||
Run `pip install mempalace`.
|
||||
|
||||
### Error handling -- pip failures
|
||||
|
||||
If `pip install mempalace` fails, try these fallbacks in order:
|
||||
|
||||
1. Try `pip3 install mempalace`
|
||||
2. Try `python -m pip install mempalace` (or `python3 -m pip install mempalace`)
|
||||
3. If the error mentions missing build tools or compilation failures (commonly
|
||||
from chromadb or its native dependencies):
|
||||
- On Linux/macOS: suggest `sudo apt-get install build-essential python3-dev`
|
||||
(Debian/Ubuntu) or `xcode-select --install` (macOS)
|
||||
- On Windows: suggest installing Microsoft C++ Build Tools from
|
||||
https://visualstudio.microsoft.com/visual-cpp-build-tools/
|
||||
- Then retry the install command
|
||||
4. If all attempts fail, report the error clearly and stop.
|
||||
|
||||
## Step 4: Ask for project directory
|
||||
|
||||
Ask the user which project directory they want to initialize with MemPalace.
|
||||
Offer the current working directory as the default. Wait for their response
|
||||
before continuing.
|
||||
|
||||
## Step 5: Initialize the palace
|
||||
|
||||
Run `mempalace init <dir>` where `<dir>` is the directory from Step 4.
|
||||
|
||||
If this fails, report the error and stop.
|
||||
|
||||
## Step 6: Configure MCP server
|
||||
|
||||
Run the following command to register the MemPalace MCP server with Claude:
|
||||
|
||||
claude mcp add mempalace -- python -m mempalace.mcp_server
|
||||
|
||||
If this fails, report the error but continue to the next step (MCP
|
||||
configuration can be done manually later).
|
||||
|
||||
## Step 7: Verify installation
|
||||
|
||||
Run `mempalace status` and confirm the output shows a healthy palace.
|
||||
|
||||
If the command fails or reports errors, walk the user through troubleshooting
|
||||
based on the output.
|
||||
|
||||
## Step 8: Show next steps
|
||||
|
||||
Tell the user setup is complete and suggest these next actions:
|
||||
|
||||
- Use /mempalace:mine to start adding data to their palace
|
||||
- Use /mempalace:search to query their palace and retrieve stored knowledge
|
||||
@@ -0,0 +1,64 @@
|
||||
# MemPalace Mine
|
||||
|
||||
When the user invokes this skill, follow these steps:
|
||||
|
||||
## 1. Ask what to mine
|
||||
|
||||
Ask the user what they want to mine and where the source data is located.
|
||||
Clarify:
|
||||
- Is it a project directory (code, docs, notes)?
|
||||
- Is it conversation exports (Claude, ChatGPT, Slack)?
|
||||
- Do they want auto-classification (decisions, milestones, problems)?
|
||||
|
||||
## 2. Choose the mining mode
|
||||
|
||||
There are three mining modes:
|
||||
|
||||
### Project mining
|
||||
|
||||
mempalace mine <dir>
|
||||
|
||||
Mines code files, documentation, and notes from a project directory.
|
||||
|
||||
### Conversation mining
|
||||
|
||||
mempalace mine <dir> --mode convos
|
||||
|
||||
Mines conversation exports from Claude, ChatGPT, or Slack into the palace.
|
||||
|
||||
### General extraction (auto-classify)
|
||||
|
||||
mempalace mine <dir> --mode convos --extract general
|
||||
|
||||
Auto-classifies mined content into decisions, milestones, and problems.
|
||||
|
||||
## 3. Optionally split mega-files first
|
||||
|
||||
If the source directory contains very large files, suggest splitting them
|
||||
before mining:
|
||||
|
||||
mempalace split <dir> [--dry-run]
|
||||
|
||||
Use --dry-run first to preview what will be split without making changes.
|
||||
|
||||
## 4. Optionally tag with a wing
|
||||
|
||||
If the user wants to organize mined content under a specific wing, add the
|
||||
--wing flag:
|
||||
|
||||
mempalace mine <dir> --wing <name>
|
||||
|
||||
## 5. Show progress and results
|
||||
|
||||
Run the selected mining command and display progress as it executes. After
|
||||
completion, summarize the results including:
|
||||
- Number of items mined
|
||||
- Categories or classifications applied
|
||||
- Any warnings or skipped files
|
||||
|
||||
## 6. Suggest next steps
|
||||
|
||||
After mining completes, suggest the user try:
|
||||
- /mempalace:search -- search the newly mined content
|
||||
- /mempalace:status -- check the current state of their palace
|
||||
- Mine more data from additional sources
|
||||
@@ -0,0 +1,57 @@
|
||||
# MemPalace Search
|
||||
|
||||
When the user wants to search their MemPalace memories, follow these steps:
|
||||
|
||||
## 1. Parse the Search Query
|
||||
|
||||
Extract the core search intent from the user's message. Identify any explicit
|
||||
or implicit filters:
|
||||
- Wing -- a top-level category (e.g., "work", "personal", "research")
|
||||
- Room -- a sub-category within a wing
|
||||
- Keywords / semantic query -- the actual search terms
|
||||
|
||||
## 2. Determine Wing/Room Filters
|
||||
|
||||
If the user mentions a specific domain, topic area, or context, map it to the
|
||||
appropriate wing and/or room. If unsure, omit filters to search globally. You
|
||||
can discover the taxonomy first if needed.
|
||||
|
||||
## 3. Use MCP Tools (Preferred)
|
||||
|
||||
If MCP tools are available, use them in this priority order:
|
||||
|
||||
- mempalace_search(query, wing, room) -- Primary search tool. Pass the semantic
|
||||
query and any wing/room filters.
|
||||
- mempalace_list_wings -- Discover all available wings. Use when the user asks
|
||||
what categories exist or you need to resolve a wing name.
|
||||
- mempalace_list_rooms(wing) -- List rooms within a specific wing. Use to help
|
||||
the user navigate or to resolve a room name.
|
||||
- mempalace_get_taxonomy -- Retrieve the full wing/room/drawer tree. Use when
|
||||
the user wants an overview of their entire memory structure.
|
||||
- mempalace_traverse(room) -- Walk the knowledge graph starting from a room.
|
||||
Use when the user wants to explore connections and related memories.
|
||||
- mempalace_find_tunnels(wing1, wing2) -- Find cross-wing connections (tunnels)
|
||||
between two wings. Use when the user asks about relationships between
|
||||
different knowledge domains.
|
||||
|
||||
## 4. CLI Fallback
|
||||
|
||||
If MCP tools are not available, fall back to the CLI:
|
||||
|
||||
mempalace search "query" [--wing X] [--room Y]
|
||||
|
||||
## 5. Present Results
|
||||
|
||||
When presenting search results:
|
||||
- Always include source attribution: wing, room, and drawer for each result
|
||||
- Show relevance or similarity scores if available
|
||||
- Group results by wing/room when returning multiple hits
|
||||
- Quote or summarize the memory content clearly
|
||||
|
||||
## 6. Offer Next Steps
|
||||
|
||||
After presenting results, offer the user options to go deeper:
|
||||
- Drill deeper -- search within a specific room or narrow the query
|
||||
- Traverse -- explore the knowledge graph from a related room
|
||||
- Check tunnels -- look for cross-wing connections if the topic spans domains
|
||||
- Browse taxonomy -- show the full structure for manual exploration
|
||||
@@ -0,0 +1,49 @@
|
||||
# MemPalace Status
|
||||
|
||||
Display the current state of the user's memory palace.
|
||||
|
||||
## Step 1: Gather Palace Status
|
||||
|
||||
Check if MCP tools are available (look for mempalace_status in available tools).
|
||||
|
||||
- If MCP is available: Call the mempalace_status tool to retrieve palace state.
|
||||
- If MCP is not available: Run the CLI command: mempalace status
|
||||
|
||||
## Step 2: Display Wing/Room/Drawer Counts
|
||||
|
||||
Present the palace structure counts clearly:
|
||||
- Number of wings
|
||||
- Number of rooms
|
||||
- Number of drawers
|
||||
- Total memories stored
|
||||
|
||||
Keep the output concise -- use a brief summary format, not verbose tables.
|
||||
|
||||
## Step 3: Knowledge Graph Stats (MCP only)
|
||||
|
||||
If MCP tools are available, also call:
|
||||
- mempalace_kg_stats -- for a knowledge graph overview (triple count, entity
|
||||
count, relationship types)
|
||||
- mempalace_graph_stats -- for connectivity information (connected components,
|
||||
average connections per entity)
|
||||
|
||||
Present these alongside the palace counts in a unified summary.
|
||||
|
||||
## Step 4: Suggest Next Actions
|
||||
|
||||
Based on the current state, suggest one relevant action:
|
||||
|
||||
- Empty palace (zero memories): Suggest "Try /mempalace:mine to add data from
|
||||
files, URLs, or text."
|
||||
- Has data but no knowledge graph (memories exist but KG stats show zero
|
||||
triples): Suggest "Consider adding knowledge graph triples for richer
|
||||
queries."
|
||||
- Healthy palace (has memories and KG data): Suggest "Use /mempalace:search to
|
||||
query your memories."
|
||||
|
||||
## Output Style
|
||||
|
||||
- Be concise and informative -- aim for a quick glance, not a report.
|
||||
- Use short labels and numbers, not prose paragraphs.
|
||||
- If any step fails or a tool is unavailable, note it briefly and continue
|
||||
with what is available.
|
||||
@@ -0,0 +1,28 @@
|
||||
"""
|
||||
Instruction text output for MemPalace CLI commands.
|
||||
|
||||
Each instruction lives as a .md file in the instructions/ directory
|
||||
inside the package. The CLI reads and prints the file content.
|
||||
"""
|
||||
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
INSTRUCTIONS_DIR = Path(__file__).parent / "instructions"
|
||||
|
||||
AVAILABLE = ["init", "search", "mine", "help", "status"]
|
||||
|
||||
|
||||
def run_instructions(name: str):
|
||||
"""Read and print the instruction .md file for the given name."""
|
||||
if name not in AVAILABLE:
|
||||
print(f"Unknown instructions: {name}", file=sys.stderr)
|
||||
print(f"Available: {', '.join(sorted(AVAILABLE))}", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
md_path = INSTRUCTIONS_DIR / f"{name}.md"
|
||||
if not md_path.is_file():
|
||||
print(f"Instructions file not found: {md_path}", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
print(md_path.read_text())
|
||||
@@ -1,3 +1,3 @@
|
||||
"""Single source of truth for the MemPalace package version."""
|
||||
|
||||
__version__ = "3.0.0"
|
||||
__version__ = "3.0.9"
|
||||
|
||||
Reference in New Issue
Block a user