Memory Cleanup
Audits all memory systems in a Perseus environment, identifies stale or superseded stores (Mem0, Mempalace, old vector DBs, garbled federation artifacts), and deletes them. Keeps Perseus Mneme (the live system) as the single source of truth. Run periodically or when upgrading Perseus versions.
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Model compatibility
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Overview
Memory Cleanup Skill
Audits and purges stale memory systems from a Perseus environment, keeping Perseus Mneme as the single source of truth. Run after upgrading Perseus, after switching memory backends, or whenever memory feels noisy.
Philosophy
Retaining old context is not as important as staying on the latest tooling and pushing the envelope. Old memory systems accumulate noise, cause federation artifacts, and slow down recall. When in doubt, delete.
The live Perseus Mneme index (~/.perseus/memory/) is always the source of
truth. Everything else is a candidate for removal.
Trigger Phrases
- "clean up memory"
- "purge stale memory systems"
- "memory cleanup"
- "reflect and clean"
- "audit memory"
Workflow
Step 1 — Audit All Memory Locations
Check for the following known memory system locations:
# Perseus (live — keep)
ls -lht ~/.perseus/memory/ # Mneme BM25 index files
ls -lht ~/.perseus/checkpoints/ # Session waypoints
# Rovo Dev sessions (live — keep)
ls ~/.rovodev/sessions/
ls ~/.codex/memories/
# Stale systems (candidates for deletion)
ls ~/.mem0/ # Mem0 library (superseded by Mneme)
ls ~/.mempalace/ # Mempalace (superseded by Mneme)
ls ~/.cache/chroma/ # Orphaned Chroma vector stores
ls ~/.cache/code-nemo/ # Nemo memory (if present)
ls ~/.local/share/perseus/ # Old single-file perseus installs
Report findings in a table:
| Location | Last Modified | Size | Status |
|---|---|---|---|
~/.perseus/memory/ | {date} | {N} files | ✅ Live — keep |
~/.perseus/checkpoints/ | {date} | {N} files | ✅ Live — keep |
~/.mem0/ | {date} | {size} | 🗑️ Stale — delete |
~/.mempalace/ | {date} | {size} | 🗑️ Stale — delete |
~/.cache/chroma/ | {date} | {size} | ⚠️ Check — may be active |
Step 2 — Check for Garbled Federation Artifacts
Perseus @memory with federation enabled can write low-quality blended
content from other workspaces. Check the newest memory files:
ls -lt ~/.perseus/memory/ | head -5
For each file written in the current session, read the first 5 lines. If
the content is incoherent, references unknown projects, or contains
placeholder text ([... Table Continuation ...], Subagent:, etc.), it is
a garbled federation artifact — delete it.
Flag: any file where the content does not match your actual work context.
Step 3 — Check for Stale Venv Installs
Old Perseus venvs can accumulate stale perseus.py files that shadow the
installed package:
find ~ -path "*/site-packages/perseus.py" 2>/dev/null
If found, check the version:
head -5 {path}/perseus.py # look for version comment
If older than the system Perseus version (perseus --version), delete the
stale file and reinstall in the venv:
# delete via delete_file tool, then:
{venv}/bin/pip install --force-reinstall perseus-ctx
Step 4 — Delete Confirmed Stale Files
Use delete_file for each stale file identified. Do not use bash rm — use
the delete_file tool to maintain audit trail.
Always delete:
~/.mem0/— entire contents (Mem0 library, superseded by Perseus Mneme)~/.mempalace/— entire contents (Mempalace, superseded by Perseus Mneme)- Any garbled federation artifacts in
~/.perseus/memory/ - Stale
perseus.pyin venv site-packages (see Step 3)
Check before deleting:
~/.cache/chroma/— may be used by active tools (check config first)~/.local/share/perseus/— used by launchd watchdog scripts; update rather than delete
Never delete:
~/.perseus/memory/— live Mneme index~/.perseus/checkpoints/— session waypoints~/.perseus/config.yaml— configuration~/.rovodev/AGENTS.md— rendered context~/.codex/— Rovo Dev session index
Step 5 — Verify Clean State
After deletions, confirm:
ls ~/.mem0/ 2>/dev/null || echo "mem0: clean ✅"
ls ~/.mempalace/ 2>/dev/null || echo "mempalace: clean ✅"
ls ~/.perseus/memory/ | wc -l # should be same count minus deleted artifacts
Report final state:
Memory Cleanup Complete
═══════════════════════
✅ ~/.perseus/memory/ — {N} files (live Mneme index)
✅ ~/.perseus/checkpoints/ — {N} files (session waypoints)
🗑️ ~/.mem0/ — deleted ({N} files)
🗑️ ~/.mempalace/ — deleted ({N} files)
🗑️ {garbled files} — deleted ({N} files)
Single source of truth: Perseus Mneme ✅
Cadence
| Trigger | When |
|---|---|
| After Perseus version upgrade | Always |
| After switching memory backends | Always |
| Weekly maintenance | Optional — run with reflect |
| When memory feels noisy or federated content is garbled | On demand |
Live-Store Hygiene Is Automatic — Not Part of This Skill
This skill removes stale external/competing memory backends. Hygiene of the live Perseus Vault store (decay, archiving, dedup, consolidation) is a separate, scheduled, non-LLM mechanism — do not try to prune the live store by hand from this skill.
- One-command enable (nightly pass + weekly VACUUM):
perseus cron create --job maintain --install(on native Windows:perseus schtasks create --job maintain --install, andcron create --installauto-routes there) - Preview what hygiene would do (zero mutation):
perseus vault maintain --dry-run - Config: the
hygiene:block in~/.perseus/config.yaml(master switch off by default;dry_run: truebakes a report-only first week into the scheduled entry).
Everything the pass does is a reversible archive — verified/pinned memories are never auto-archived, and hard deletion is never scheduled.
Known Stale Systems (as of 2026-05-27)
| System | Location | Status | Superseded By |
|---|---|---|---|
| Mem0 | ~/.mem0/ | Deprecated | Perseus Mneme |
| Mempalace | ~/.mempalace/ | Deprecated | Perseus Mneme |
| Chroma (standalone) | ~/.cache/chroma/ | Check context | Perseus Mneme |
| Code-Nemo | ~/.cache/code-nemo/ | Check context | Perseus Mneme |
| Old single-file perseus | ~/.local/share/perseus/ | Update, don't delete | pip install |
Notes for Multi-Environment Use
When running this skill on a new Perseus environment (different machine or workspace), the stale system locations are the same but the active paths may differ. Always:
- Run Step 1 audit first — don't assume the same stale systems exist
- Confirm
perseus --versionand~/.perseus/config.yamlare present before deleting anything - Check
~/.local/share/perseus/— on some environments this is used by active launchd jobs and should be updated, not deleted
Part of the Perseus skill library. Compatible with Rovo Dev CLI, Claude Code, and any MCP-enabled assistant. See: https://github.com/Perseus-Computing-LLC/perseus
Best for
- Use Memory Cleanup when this documented workflow matches the task.
Tips and best practices
- Review the source instructions and adapt inputs before running the workflow.
What This Skill Can Do
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