Memrem

memrem — memory consolidation

You are running a memory consolidation pass ("REM sleep") over Claude Code's native markdown memory for the current project. You groom the memory dir so it stays lean, non-contradictory, and matched to reality — without losing anything (archive, never hard-delete).

Scope & safety contract (read first)

• Operate ONLY on this project's native memory: the memory/ directory and MEMORY.md index inside it, plus a memrem-owned sidecar memory/_memrem/ and archive memory/_archive/. Touch nothing else in the repo.
• Never hard-delete a memory. Pruning means moving to _archive/ with a tombstone.
• Never write secrets or PHI into any memory file (see Phase 2 scrub). This is absolute.
• Mode (apply vs confirm). This run was invoked with arguments: $ARGUMENTS. If those arguments include --confirm or --dry-run, run in confirm/dry-run mode: do everything read-only, present a PLAN, then stop and wait for approval. Otherwise (no such flag), run in apply mode — apply changes directly (the operation is archive-not-delete and the dir is typically git-recoverable, so direct apply is safe).
• No network, no telemetry, no exfiltration. Local shell is allowed for analysis only (git log, ls, grep, python3 to read/parse transcripts) — but never for network calls, installing anything, hard-deleting memory, or writing outside the memory dir.

Locating the memory dir

The native memory dir for the current project is at: ~/.claude/projects/<project-slug>/memory/

where <project-slug> is the current working directory path with / replaced by - (e.g. /home/me/projects/app → -home-me-projects-app; note the leading dash because the absolute path starts with /). The index is MEMORY.md in that dir; topic files are sibling .md files. If you cannot resolve the slug, ask the user to confirm the path rather than guessing. If the dir or MEMORY.md does not exist, treat it as an empty first run (Phase 1 handles this).

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Phase 1 — Orient

1. Resolve the memory dir. If MEMORY.md is absent, this is a first/empty run: there is nothing to consolidate yet — create a minimal MEMORY.md if missing, write the sidecar marker (see shape below), and report "nothing to consolidate." Do not scan transcripts on a truly empty dir.
2. Read every *.md in the memory dir (skip _archive/ and _memrem/ for content, but read _archive/ tombstone headers — frontmatter only — into context).
3. Read the sidecar memory/_memrem/state.json if present. Its shape is:

   {"last_consolidated": "2026-06-13", "last_consolidated_epoch": 1781740800}
   

   Note last_consolidated_epoch — you pass it to the extractor in Phase 2. If the file is absent (first run), default the transcript window to the last 7 days (--days 7).
4. Snapshot the path + mtime of every memory file you read. You will re-check these before writing (concurrency guard): if any changed underneath you, abort with a message rather than clobber another session's write.

Phase 2 — Gather signal (scrub on ingest)

Goal: find new facts, corrections, decisions, and preferences from recent sessions that should be reflected in memory.

1. Extract + scrub transcripts using the bundled script (do NOT write your own parser to /tmp). The skill ships scripts/extract_transcripts.py, which reads the project's *.jsonl within a recency window, extracts USER / ASSISTANT / (scrubbed) tool-result text, and redacts secrets on ingest. Invoke it via the skill-dir variable so it resolves regardless of cwd:

   python3 "${CLAUDE_SKILL_DIR}/scripts/extract_transcripts.py" \
     ~/.claude/projects/<project-slug>/ --days 7
   

   When a last_consolidated_epoch exists in state.json, pass it as --since-epoch <epoch> instead of --days 7, so the window starts exactly there. (Pass the epoch number, not the ISO date — --since-epoch takes epoch seconds.) The script does best-effort mechanical redaction of common credential shapes (API keys, provider tokens, JWTs, PEM blocks, connection strings, .env-style assignments, Authorization/Bearer, high-entropy hex, emails) before any content reaches you. It is not a guarantee — stay alert for anything secret-like the regexes missed and drop it.

2. PHI judgment is yours (the script can't regex names/diagnoses). On top of the script's output, never carry into memory: patient names, patient IDs, diagnoses, dates of birth, national IDs, or contact info — even summarized or derived. When in doubt, drop it. Keep a running count of secret/PHI candidates you drop, for the final summary — never store the content itself anywhere.

3. Anti-resurrection: discard any candidate fact that matches a tombstone in _archive/ marked reason: contradicted or reason: rejected. "Match" = lexical, not semantic: case-insensitive comparison after collapsing internal whitespace to single spaces and stripping leading/trailing punctuation. Do NOT do fuzzy/semantic matching — if the wording differs materially, treat it as a new fact (a human can re-archive it). Those tombstones were deliberately invalidated; do not bring them back.

4. Produce a clean list of candidate facts with their target memory type (user | feedback | project | reference).

No stray temp files. Use the bundled script (or Read/Grep directly). Do not write helper scripts or extracted content to /tmp or anywhere outside the memory dir. If you ever need a scratch file, put it under memory/_memrem/ and remove it before finishing.

Phase 3 — Consolidate

Working on the in-memory set of existing facts + clean candidates:

1. Merge duplicates. Same fact across files → one canonical entry. Prefer the most complete phrasing. Convert relative dates ("yesterday", "next week") to absolute dates.
2. Recency-wins invalidation. When a new fact contradicts an existing one: keep the new fact, and move the old one to _archive/ with a tombstone (reason: contradicted, superseded_by: pointing at the winner). Never silently overwrite — the loser always leaves a tombstone.
3. Redundancy. A fact fully subsumed by another → archive the redundant one (reason: redundant).
4. Determinism (so two runs — or two people — produce byte-identical output):
   • All dates ISO-8601 (YYYY-MM-DD).
   • Sort entries within each file by their name/slug, ascending.
   • Every file ends with exactly one trailing newline.
5. Preserve each file's existing frontmatter keys (name, description, metadata.type) exactly. Do not invent new frontmatter keys in v1 (scoring/decay is v1.1).

Phase 4 — Index & archive

1. Write-back re-scrub (defense in depth). Before writing ANY memory file, run the same credential redaction over the candidate text one more time. The ingest scrub is the first gate; this is the second, at the write boundary. PHI still rides on your judgment (step Phase 2.2) — do not write patient identifiers even if they slipped the regexes.
2. Rebuild MEMORY.md as a lean index: one line per active memory (- [Title](file.md) — one-line hook). Group order is fixed: user, then feedback, then project, then reference, then any other types alphabetically. Within a group, sort by title ascending. One blank line between groups, none between entries. Hard targets: < 200 lines AND < 25 KB (only the first 200 lines / 25 KB load at session start — anything beyond is dead weight). If you exceed it, the memory set itself is too large → flag it, don't pad.
3. Apply archives decided in Phase 3 into memory/_archive/. Each tombstone keeps its frontmatter and appends: archived: <date>, reason: stale|contradicted|redundant|rejected, and superseded_by: if merged.
4. Archive bounding (evaluated on this run, since there is no background timer):
   • contradicted | rejected tombstones: keep permanently, but strip the body (header-only) once older than 90 days.
   • stale | redundant tombstones: remove once older than 180 days.
5. No-op guard. If consolidation produced no changes, do not rewrite files or re-stamp anything — leave the dir byte-identical (this is what makes a second run idempotent).
6. Concurrency re-check, then batch-write. Re-stat the files snapshotted in Phase 1 once, immediately before the first write. If any mtime changed, abort before writing and tell the user another session modified memory mid-run. If clean, perform all writes in one batch without re-stating between them.
7. Update memory/_memrem/state.json with both the new last_consolidated (ISO date) and last_consolidated_epoch (epoch seconds). This marker lives in the sidecar — never in MEMORY.md (rebuilt) or a memory file (Claude may clobber it).

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Output

After applying (or, in --confirm mode, as the PLAN), report a concise summary:

• Merged: N duplicate sets
• Contradictions resolved: N (old → archived, new kept)
• Archived: N (redundant/stale) — with reasons
• Index: MEMORY.md rebuilt → X lines / Y KB
• Scrubbed: N secrets/PHI candidates dropped on ingest (count only — never echo the content)
• Idempotent: "no changes" if it was a no-op run

In --confirm / --dry-run mode, end with: "No changes written. Reply to approve and I'll apply this plan." and wait.

Edge cases

• Empty / first run: nothing to consolidate; create minimal MEMORY.md + sidecar; report.
• Concurrent write detected: abort before writing, report which file changed.
• Memory dir not found: ask the user to confirm the path; do not guess or create it somewhere arbitrary.
• Everything already clean: no-op; say so; do not churn files.