# Dream

> Consolidate MemMesh memories — find duplicates and contradictions, merge or supersede them, and retire stale entries — to keep search results clean. Use when memory count is high, search feels noisy/repetitive, or for periodic hygiene. Respects pinned memories.

- Skill: `thinkfleetai/dream` (Agent Skill)
- Install (CLI): `npx skillmds@latest add thinkfleetai/dream`
- Raw SKILL.md: https://api.skillmd.com/api/skills/thinkfleetai/dream/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: thinkfleetai (https://skillmd.com/u/thinkfleetai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/thinkfleetai/dream

---


# dream

Agent-driven consolidation. MemMesh keeps provenance, so consolidation is
*supersede/reject*, not destructive rewrite.

## 1. Survey
```jsonc
{ "name": "memory_stats", "arguments": { "projectId": "<repo>" } }
```
A high `total` or a large `superseded`/`rejected` share signals it's worth a pass.

## 2. Find redundancy

Pull the set (`memory_list`) or search hot topics, and identify:
- **Duplicates** — same fact stored multiple times.
- **Contradictions** — two memories that can't both be true.
- **Stale** — superseded facts still cluttering results, or one-off noise.

## 3. Consolidate (confirm first; never touch pinned items)

- **Contradiction / changed fact** → keep the newest, `memory_supersede` the
  older `byId` the newer. Provenance is preserved.
- **Exact duplicate** → keep one, `memory_delete` the rest (soft).
- **Stale noise** → `memory_delete` (soft) after confirming with the user.

Do **not** delete anything marked pinned (high importance / impact HIGH /
confirmed) — see the `pin` skill. When in doubt, supersede rather than delete.

## 4. Report

Summarize: N duplicates merged, M contradictions resolved, K stale retired, and
the new total. Suggest re-running when stats drift again.

> Hosted tenants can offload this to the server-side consolidator
> (`memory.consolidate` / `dedup` in the SDK); locally, this agent-driven pass is
> the consolidation path.