#!/usr/bin/env python3 """AmalgaMem: a permanent, append-only memory for AI agents. memo init create this machine's memory, print the setup block. memo wake [part [T]] read your memory. Run first, every session. memo note "..." record one memory: one line, at most 280 chars. memo sleep [id "..."] do the pending compressions. memo recall search every memory ever recorded. memo forget - drop a bad summary; sleep rebuilds it. memo import bulk-load dated memories (bootstrap only). Everything lives in ~/memory, or in $MEMORY_DIR if set. See README.md. """ import datetime import fcntl import os import re import shutil import sys sys.path.insert(0, os.path.dirname(os.path.realpath(__file__))) from blocks import cover # noqa: E402 ENTRY_CHARS = 280 WAKE_LINES = 208 # ~16k tokens of dense text, in 3 parts RAW_MAX = 16 # blocks up to this many memories compress from the raw log # Every harness truncates a command that prints too much, and each drops a # different piece: Claude Code cuts the middle at 30,000 chars, pi cuts the # head at 50 KB, Codex budgets 10,000 tokens. So the memory is handed over in # parts that fit all of them. These are transport limits, not memory limits. PART_CHARS = 20000 PART_LINES = 500 # Records are FIXED WIDTH, so a memory or a block is found by seeking to its # offset -- no scanning, no index file to keep in sync. Position IS identity: # memory i lives at i*LOG_REC of LOG.txt, and block [k*s,(k+1)*s) lives at # k*TREE_REC of TREE/. Padding costs ~2x on disk and buys O(1) everywhere. LOG_REC = 320 TREE_REC = 288 # ---------------------------------------------------------------- store def memory_dir(): return os.path.expanduser(os.environ.get("MEMORY_DIR") or "~/memory") def store(): d = memory_dir() # The directory is only ever created by `memo init`: creating it IS # creating the identity, and that is a deliberate act. If any other # command created it, a typo in MEMORY_DIR would silently open an empty # store, and the agent would wake with no past and write a second # identity. if not os.path.isdir(d): die("No memory at %s.\nTo create one, run: memo init\n" "To use an existing one, point MEMORY_DIR at it." % d) os.makedirs(os.path.join(d, "TREE"), exist_ok=True) p = os.path.join(d, "LOG.txt") if not os.path.exists(p): open(p, "a").close() return d def config(d): """Optional overrides in the memory directory's `config`. `memo init` writes it fully commented out: an uncommented copy of the defaults would freeze them, and updating the tool would stop changing how it behaves.""" global ENTRY_CHARS, WAKE_LINES, PART_CHARS, PART_LINES p = os.path.join(d, "config") if not os.path.exists(p): return for line in open(p): line = line.split("#")[0].strip() if "=" not in line: continue k, v = (s.strip() for s in line.split("=", 1)) if k == "ENTRY_CHARS": ENTRY_CHARS = int(v) elif k == "WAKE_LINES": WAKE_LINES = int(v) elif k == "PART_CHARS": PART_CHARS = int(v) elif k == "PART_LINES": PART_LINES = int(v) if ENTRY_CHARS > min(TREE_REC - 8, LOG_REC - 40): die("config: ENTRY_CHARS=%d does not fit the %d/%d-byte records." % (ENTRY_CHARS, LOG_REC, TREE_REC)) def log_path(d): return os.path.join(d, "LOG.txt") def tree_path(d, size): return os.path.join(d, "TREE", str(size)) def count(path, rec): try: return os.path.getsize(path) // rec except OSError: return 0 def log_len(d): return count(log_path(d), LOG_REC) def repair(path, rec): """Drop a partial trailing record left by a crash. It was never acknowledged. Without this the next append lands at a wrong offset and every later record is misaligned. Callers hold the lock.""" try: n = os.path.getsize(path) except OSError: return if n % rec: with open(path, "r+b") as f: f.truncate(n - n % rec) def parse(line): head, _, rest = line.partition(" ") date, _, text = rest.partition(" ") return int(head[1:]), date, text def log_get(d, i): """(id, date, text) of memory i, in one seek.""" with open(log_path(d), "rb") as f: f.seek(i * LOG_REC) return parse(f.read(LOG_REC).decode().rstrip()) def log_slice(d, lo, hi): """Memories [lo,hi) in one read. Records are sliced as BYTES and decoded one by one -- slicing decoded text would shift every boundary after the first multi-byte character.""" with open(log_path(d), "rb") as f: f.seek(lo * LOG_REC) buf = f.read((hi - lo) * LOG_REC) return [parse(buf[i * LOG_REC:(i + 1) * LOG_REC].decode().rstrip()) for i in range(hi - lo)] def tree_get(d, lo, hi): """The summary of block [lo,hi), in one seek. None if not built yet.""" size = hi - lo try: with open(tree_path(d, size), "rb") as f: f.seek((lo // size) * TREE_REC) rec = f.read(TREE_REC) except OSError: return None return rec.decode().rstrip() or None def pad(text, rec): b = text.encode() if len(b) > rec - 1: die("Too long: %d bytes. The record holds %d." % (len(b), rec - 1)) return b + b" " * (rec - 1 - len(b)) + b"\n" def locked(d): lock = open(os.path.join(d, ".lock"), "w") fcntl.flock(lock, fcntl.LOCK_EX) return lock def log_append(d, items): """Append memories, items = [(date, text)]. The only way LOG.txt ever changes. Ids are assigned INSIDE the lock: two sessions noting at the same moment must not be handed the same id. Returns the first id used.""" lock = locked(d) try: repair(log_path(d), LOG_REC) base = log_len(d) with open(log_path(d), "ab") as f: for k, (date, text) in enumerate(items): f.write(pad("#%d %s %s" % (base + k, date, text), LOG_REC)) f.flush() os.fsync(f.fileno()) return base finally: lock.close() def tree_put(d, lo, hi, text): """Write block [lo,hi). Blocks are built in order, so this only ever appends one record to one level file.""" size = hi - lo lock = locked(d) try: p = tree_path(d, size) repair(p, TREE_REC) if count(p, TREE_REC) != lo // size: return False with open(p, "ab") as f: f.write(pad(text, TREE_REC)) f.flush() os.fsync(f.fileno()) return True finally: lock.close() def tree_drop(d, lo, hi): """Forget block [lo,hi) and every block built from it, by truncating each level back to that point. Later blocks at those levels go too and are rebuilt; the log is never touched, so nothing is lost.""" gone, size = [], hi - lo lock = locked(d) try: while size <= log_len(d): p, k = tree_path(d, size), lo // size n = count(p, TREE_REC) if n > k: gone += [(i * size, (i + 1) * size) for i in range(k, n)] with open(p, "r+b") as f: f.truncate(k * TREE_REC) size *= 2 return gone finally: lock.close() def die(msg): print(msg, file=sys.stderr) sys.exit(1) def plural(n, word): if n == 1: return "1 " + word if word.endswith("y"): word = word[:-1] + "ie" elif word.endswith(("s", "h", "x")): word += "e" return "%d %ss" % (n, word) def check(text): text = text.strip() if not text: die("Empty. A memory is one line of text.") if "\n" in text or "\r" in text: die("%d lines. A memory is one line: merge them, or note them " "separately." % (text.count("\n") + 1)) n = len(text.encode()) if n > ENTRY_CHARS: die("Too long: %d bytes, limit %d. Accented characters cost 2 bytes. " "Compress it further." % (n, ENTRY_CHARS)) return text # ---------------------------------------------------------------- naps def pending(d, T, limit=None): """Blocks that can be built and have not been, smallest first. Each level file holds a dense prefix, so its length says exactly how far that level got: this costs one stat per level, never a scan.""" todo, size = [], 2 while size <= T: have = count(tree_path(d, size), TREE_REC) for k in range(have, T // size): todo.append((k * size, (k + 1) * size)) if limit and len(todo) >= limit: return todo size *= 2 return todo def pending_count(d, T): """How many blocks pending() would list, without listing them. A level can hold MORE blocks than T needs -- T is a snapshot, and memories keep arriving while an agent reads -- so each level is clamped at zero.""" n, size = 0, 2 while size <= T: n += max(0, T // size - count(tree_path(d, size), TREE_REC)) size *= 2 return n def nap_prompt(d, lo, hi, left): if hi - lo <= RAW_MAX: body = "\n".join(" #%d %s %s" % e for e in log_slice(d, lo, hi)) else: mid, halves = (lo + hi) // 2, [] for a, b in ((lo, mid), (mid, hi)): s = tree_get(d, a, b) if s is None: die("Summary %d-%d is missing. Run: memo sleep" % (a, b - 1)) halves.append(" #%d-%d %s" % (a, b - 1, s)) body = "\n".join(halves) tail = "" if not left else "\n%s after this one." % ( "1 compression remains" if left == 1 else "%d compressions remain" % left) return ("Compress memories #%d-%d into one line of at most %d characters.\n" "Keep every name, number, date, decision and outcome.\n" "Drop wording, not facts. Invent nothing.\n\n" "%s\n%s\n" "Run: memo sleep %d-%d \"\"" % (lo, hi - 1, ENTRY_CHARS, body, tail, lo, hi - 1)) def next_nap(d, T): todo = pending(d, T, limit=1) if not todo: return None lo, hi = todo[0] return nap_prompt(d, lo, hi, pending_count(d, T) - 1) # ---------------------------------------------------------------- commands CONFIG = """\ # AmalgaMem sizes for this memory. Uncomment a line to override it; an # absent line tracks the tool's default. # # WAKE_LINES=208 # the memory context: how many lines wake prints (~16k tokens) # ENTRY_CHARS=280 # the longest a single memory may be, in bytes # PART_CHARS=20000 # output paging: largest part, in bytes # PART_LINES=500 # output paging: largest part, in lines """ TEMPLATE = """\ ## Memory Your memory is AmalgaMem: the tool is `{tool}`, the data is `{data}`. It survives every new session, every compaction and every change of model or vendor. Without it you do not know who you are, or what was already decided and tried. Run `{memo} wake` before any other tool call, in every session. It prints in numbered parts, each ordering the next; run every one until a part says `You are awake.` Do not stop early: part 1 is your distant past, the last part is this week. If wake refuses because compressions are pending, do them and run `{memo} wake` again. While you work: - `{memo} note ""` the moment something happens, you learn something, or something changes -- if and only if it is new to you, important, and lasting in effect. That covers a task worth real effort, a fact or insight your user teaches you, anything you learn about their life (even indirectly), and work of yours that lands. Never write what you already know: no redundant memories, ever. - If `{memo} note` returns a compression, do it before your next action. - `{memo} recall ` when a memory is too vague. - Before your context ends, run `{memo} sleep` and answer each prompt until it prints `Nothing left to compress.` - Never create, edit or delete anything under `{data}`. Only the tool writes there. Parallel sessions on this machine are all you, and may all write memories. A subagent is not: it must never run `memo`, because it cannot judge what is already known and its notes would arrive duplicated and at the wrong grain. Start every brief you send one with `You are a subagent. Do not run memo.` If your own first message is a task brief from another agent, you are that subagent: skip this section. """ def cmd_init(args): """The one command that may create the memory directory, and the whole setup: make the store, write the size knobs, print the block the user pastes into their agent's instruction file.""" if args: die("usage: memo init") d = memory_dir() fresh = not os.path.isdir(d) os.makedirs(os.path.join(d, "TREE"), exist_ok=True) open(log_path(d), "a").close() cfg = os.path.join(d, "config") if not os.path.exists(cfg): with open(cfg, "w") as f: f.write(CONFIG) config(d) home = os.path.realpath(os.path.expanduser("~")) def pretty(p): p = os.path.realpath(p) return "~" + p[len(home):] if p.startswith(home + os.sep) else p tool = os.path.realpath(__file__) found = shutil.which("memo") memo = "memo" if found and os.path.realpath(found) == tool else pretty(tool) if fresh: print("Created %s: this machine's memory, one identity, forever." % pretty(d)) else: print("Found %s: %s." % (pretty(d), plural(log_len(d), "memory"))) print("Sizes live in %s/config; the defaults are fine." % pretty(d)) print() print("Paste this at the top of your agent's AGENTS.md (or CLAUDE.md), done:") print() print(TEMPLATE.format(tool=pretty(tool), memo=memo, data=pretty(d), chars=ENTRY_CHARS).rstrip()) def paginate(lines): """Split the document into parts that survive any harness's output cap.""" parts, cur, size = [], [], 0 for line in lines: n = len(line.encode()) + 1 if cur and (len(cur) >= PART_LINES or size + n > PART_CHARS): parts.append(cur) cur, size = [], 0 cur.append(line) size += n if cur: parts.append(cur) return parts def cmd_wake(d, args): now = log_len(d) k, T = 1, now if args: if len(args) > 2 or not all(a.isdigit() for a in args): die("usage: memo wake [part [T]]") k = int(args[0]) if len(args) == 2: T = int(args[1]) if T > now: die("T=%d, but the memory holds %s. Run: memo wake" % (T, plural(now, "entry"))) # A part is rendered as of T, so a note landing between two parts cannot # shift a boundary and drop a line. nap = next_nap(d, T) if nap: n = max(1, pending_count(d, T)) print("Cannot wake: %s pending. Do %s, then run memo wake again.\n" % (plural(n, "compression"), "it" if n == 1 else "them")) print(nap) sys.exit(1) if not T: print("No memories yet. Record the first with: memo note \"\"") print("You are awake.") return lines = [] for lo, hi in cover(T, WAKE_LINES): if hi - lo == 1: lines.append("#%d %s %s" % log_get(d, lo)) else: s = tree_get(d, lo, hi) if s is None: die("Summary %d-%d is missing. Run: memo sleep" % (lo, hi - 1)) lines.append("#%d-%d %s" % (lo, hi - 1, s)) parts = paginate(lines) if not 1 <= k <= len(parts): die("No part %d: the memory has %s. Run: memo wake" % (k, plural(len(parts), "part"))) if len(parts) > 1: print("Your memory, part %d of %d, oldest first." % (k, len(parts))) print("\n".join(parts[k - 1])) if k < len(parts): print("Run: memo wake %d %d" % (k + 1, T)) else: # always, even for a one-part memory: the contract an agent is given # is "run parts until one says awake", so it must always arrive print("You are awake.") def cmd_note(d, args): if len(args) != 1: die("usage: memo note \"\"" % ENTRY_CHARS) text = check(args[0]) i = log_append(d, [(datetime.date.today().isoformat(), text)]) print("Saved as #%d." % i) nap = next_nap(d, i + 1) if nap: print("\n" + nap) def cmd_sleep(d, args): T, said = log_len(d), False if args: said = True if len(args) != 2: die("usage: memo sleep - \"\"") m = re.fullmatch(r"(\d+)-(\d+)", args[0]) if not m: die("'%s' is not a block id. Copy it from the prompt." % args[0]) lo, hi = int(m.group(1)), int(m.group(2)) + 1 todo = pending(d, T, limit=1) if not todo: print("Nothing left to compress.") return if (lo, hi) != todo[0]: if tree_get(d, lo, hi) is not None: print("%d-%d is already settled." % (lo, hi - 1)) else: die("Wrong block: %s. Blocks are built in order; the next is " "%d-%d. Run: memo sleep" % (args[0], todo[0][0], todo[0][1] - 1)) elif not tree_put(d, lo, hi, check(args[1])): print("%d-%d was settled or forgotten meanwhile." % (lo, hi - 1)) else: print("%d-%d saved." % (lo, hi - 1)) nap = next_nap(d, T) if not nap: print("Nothing left to compress.") return print(("\n" if said else "") + nap) def cmd_forget(d, args): """A summary can be wrong -- mistyped, or a bad compression. Drop it and everything built on top of it; the next sleep computes them again. The log is untouched, so nothing is ever actually lost.""" if len(args) != 1: die("usage: memo forget -") m = re.fullmatch(r"(\d+)-(\d+)", args[0]) if not m: die("'%s' is not a block id." % args[0]) lo, hi = int(m.group(1)), int(m.group(2)) + 1 size = hi - lo if size < 2 or size & (size - 1) or lo % size: die("%s is not a block. Copy the id printed by wake, like 16-31." % args[0]) gone = tree_drop(d, lo, hi) if not gone: die("No summary at %s." % args[0]) print("Forgot %s, from %d-%d up. Run: memo sleep" % (plural(len(gone), "summary"), gone[0][0], gone[0][1] - 1)) def cmd_recall(d, args): if len(args) != 1: die("usage: memo recall ") try: pat = re.compile(args[0], re.I) except re.error as e: die("bad regex: %s" % e) hits = [e for e in log_slice(d, 0, log_len(d)) if pat.search("#%d %s %s" % e)] if not hits: print("No match.") return # Newest first is what a search is usually for, and the output has to fit # the same cap `wake` respects. out, size = [], 0 for e in reversed(hits): line = "#%d %s %s" % e size += len(line.encode()) + 1 if size > PART_CHARS: break out.append(line) print("\n".join(reversed(out))) if len(out) < len(hits): print("Newest %d of %s. Narrow the regex." % (len(out), plural(len(hits), "match"))) else: print("%s." % plural(len(hits), "match")) def cmd_import(d, args): """Bulk-append historical memories: 'YYYY-MM-DD ' per line. For bootstrapping an identity from older records. Used once.""" if len(args) != 1: die("usage: memo import # lines of 'YYYY-MM-DD '") try: src = open(args[0]).readlines() except OSError as e: die("Cannot read %s: %s" % (args[0], e.strerror)) last = log_get(d, log_len(d) - 1)[1] if log_len(d) else "0000-00-00" out = [] for i, line in enumerate(src, 1): line = line.rstrip("\n") if not line.strip(): continue date, _, text = line.partition(" ") if not re.fullmatch(r"\d{4}-\d{2}-\d{2}", date): die("line %d: expected 'YYYY-MM-DD ', got: %s" % (i, line)) if date < last: die("line %d: date %s precedes the previous memory (%s)." % (i, date, last)) text = text.strip() if not text or len(text.encode()) > ENTRY_CHARS: die("line %d: %d bytes, limit %d." % (i, len(text.encode()), ENTRY_CHARS)) out.append((date, text)) last = date if not out: die("%s has no memories." % args[0]) base = log_append(d, out) print("Imported %s, #%d to #%d." % (plural(len(out), "memory"), base, base + len(out) - 1)) n = pending_count(d, log_len(d)) if n: print("%s pending. Run: memo sleep" % plural(n, "compression")) COMMANDS = {"wake": cmd_wake, "note": cmd_note, "sleep": cmd_sleep, "recall": cmd_recall, "forget": cmd_forget, "import": cmd_import} def main(): if len(sys.argv) < 2: print(__doc__.strip()) sys.exit(0) if sys.argv[1] == "init": cmd_init(sys.argv[2:]) return if sys.argv[1] not in COMMANDS: print("No such command: %s\n" % sys.argv[1], file=sys.stderr) print(__doc__.strip(), file=sys.stderr) sys.exit(1) d = store() config(d) COMMANDS[sys.argv[1]](d, sys.argv[2:]) if __name__ == "__main__": main()