Skip to content
Development
Skill

/recall-maintain

Pressure-based memory cleanup. Demotes, archives, or pins entries when working memory exceeds budget.

From plugin
recall
20310 skills10 commands2 hooks

Claude Code

$ npx -y skills add davegoldblatt/total-recall --skill recall-maintain --agent claude-code

SKILL.md

recall-maintain.SKILL.md
description: Pressure-based memory cleanup. Demotes, archives, or pins entries when working memory exceeds budget.
disable-model-invocation: true

Run maintenance on the memory system. Primary function: pressure-based demotion when working memory exceeds the word budget. Secondary: stale entry verification, contradiction checks, open loop review.

What To Do

0. Preconditions

**Check for IDs first.** Scan all managed files (CLAUDE.local.md, memory/registers/*.md, memory/archive/**/*.md) for single-line list item entries (lines starting with `- `, not inside code blocks, not placeholders).

  • If ANY managed entry lacks an ID (no `^tr[0-9a-f]{10}` at end of line): **refuse to run**.
  Cannot run maintain: [N] entries are missing IDs.
  Run /recall-init-ids first to tag all entries.
  • If ANY duplicate IDs are found across entries: **refuse to run**.
  Cannot run maintain: duplicate ID found.
  ID: ^tr8f2a1c3d7e
    1. CLAUDE.local.md line 15
    2. registers/preferences.md line 8
  Resolve manually before running maintain.

If preconditions pass, proceed.

1. Load and Reconcile

**Parse entries** from all managed files. For each entry, extract:

  • The entry text (everything between `- ` and ` ^tr...`)
  • The ID (the `^tr[0-9a-f]{10}` token)
  • The file path and line number
  • The tier (derived from file location):
  • `CLAUDE.local.md` -> `working`
  • `memory/registers/*` -> `register`
  • `memory/archive/*` -> `archive`

**Load metadata** from `memory/.recall/metadata.json`:

  • If file doesn't exist, create it as empty `{}`
  • For each inline ID missing from metadata, create a metadata entry with `created_at=now`, `last_reviewed_at=now`, `pinned=false`, `snoozed_until=null`, `status=active`, tier from file
  • For each metadata entry, recompute `tier` from file location (file location is authoritative - overwrite metadata tier if it differs)

2. Compute Working Memory Pressure

Count words in working memory entries only (tier=working):

  • For each working entry, count whitespace-separated tokens in the entry text
  • Exclude the leading `- ` and trailing ` ^tr...` from word count
  • Sum all working entry word counts = `working_words`
  • Target = 1500 words

Report:

Working memory: [working_words] words (target: 1500)

3. Select Candidates

A. Pressure Candidates (only if working_words > 1500)

From working entries, exclude:

  • Entries with `pinned: true` in metadata
  • Entries with `snoozed_until` in the future

Score remaining working entries:

score = 1.0 * word_count(entry) + 0.1 * days_since(last_reviewed_at)

(If `last_reviewed_at` is missing, treat as 365 days.)

Sort by score descending. Take the top candidates until the sum of their word counts >= (working_words - 1500). This is the minimum set needed to bring working memory under budget.

B. Superseded Cleanup (always, regardless of pressure)

Find any entry across all tiers where metadata has `status: "superseded"` and tier is NOT `archive`. These should be archived.

4. Present Candidates

If no candidates (under budget and no superseded entries):

recall-maintain — all clear
━━━━━━━━━━━━━━━━━━━━━━━━━━

Working memory: [N] words (target: 1500) - under budget
No superseded entries pending cleanup.
No action needed.

Otherwise, present each candidate with its reason:

recall-maintain — [N] candidates
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Working memory: [working_words] words (target: 1500, over by [N])

Pressure candidates (need to free [N] words):

1. [CLAUDE.local.md] 23 words, last reviewed 45 days ago
   "Dave prefers concise error messages and no unnecessary logging"
   → [k]eep / [p]in / [s]nooze / [d]emote / [a]rchive / [m]ark superseded

2. [CLAUDE.local.md] 18 words, last reviewed 30 days ago
   "Current deployment target is AWS us-east-1 with fallback to us-west-2"
   → [k]eep / [p]in / [s]nooze / [d]emote / [a]rchive / [m]ark superseded

Superseded cleanup:

3. [registers/tech-stack.md] status: superseded
   "Using Node 16 in production"
   → [a]rchive (recommended) / [k]eep

Apply all / decide individually?

5. Execute Actions

For each candidate, apply the chosen action:

**keep**: Update `last_reviewed_at` to now in metadata. No file changes.

**pin**: Set `pinned: true` and update `last_reviewed_at` in metadata. No file changes. Entry will be excluded from future pressure candidates.

**snooze**: Set `snoozed_until` to now + 30 days (or user-specified duration) and update `last_reviewed_at` in metadata. No file changes. Entry will be excluded from pressure candidates until the snooze expires.

**demote** (working -> register): 1. Remove the entry line from CLAUDE.local.md 2. Append the entry line (with ID) to `memory/registers/_inbox.md`

  • Create `_inbox.md` with header if it doesn't exist:
     # Inbox
     > Entries demoted from working memory. Review and file into appropriate registers.

3. Update metadata tier to `register` and `last_reviewed_at` to now

**archive** (working or register -> archive): 1. Remove the entry line from its current file 2. Append the entry line (with ID) to `memory/archive/ARCHIVE.md`

  • Create ARCHIVE.md with header if it doesn't exist:
     # Archive
     > Archived memory entries. Searchable but never auto-loaded.

3. Update metadata: set `status: "archived"`, `tier: "archive"`, `last_reviewed_at` to now

**mark_superseded**: Set `status: "superseded"` and `last_reviewed_at` to now in metadata. No file changes. Entry will appear in superseded cleanup on next maintain run.

File Editing Rules

When moving entries between files:

  • Remove the ENTIRE line (including the `- ` prefix and `^tr...` suffix)
  • Do NOT reflow, reformat, or modify any other lines in the source file
  • Append the ENTIRE line to the destination file
  • Preserve exact formatting of the entry text

6. Write Metadata

After all actions are applied, write `memory/.recall/metadata

Read more
@davegoldblatt
Ships withrecall

A memory system for Claude Code that remembers what matters and forgets what doesn't.

Stars on GitHub

Momentum

stars in total
203
Star history of davegoldblatt/total-recall on GitHub, a chart by star-history.com

Other skills on recall.

More skills from other plugins.

brainstorming
Auto-invoked

brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…

@obra@obraInstall Skill
ask-matt

ask-matt

Ask which skill or flow fits your situation. A router over the skills in this repo.

skills2w309k
@mattpocock@mattpocockInstall Skill
accessibility
Auto-invoked

accessibility

Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels,…

ecc2w293k
@affaan-m@affaan-mInstall Skill
compiler-commit

compiler-commit

Use when you want to verify compiler changes and commit with the correct convention. Runs tests, lint, and format, then commits…

react5d252k
@facebook@facebookInstall Skill

Questions about recall-maintain.

Which coding agents can use recall-maintain?
recall-maintain installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.