Skills agent-dream
Nightly memory consolidation and self-reflection for OpenClaw agents. Your agent dreams — reviewing sessions, organizing memories, pruning stale info, and reflecting on its own behavior. Works with any OpenClaw agent. Features: 5-phase dream cycle, safe 2-pass deletion, automatic backup, change gates (>50% blocked), gate check (24h + 5 sessions), growth notifications, old memory resurface, zero-config setup. Inspired by Claude Code Dream but open-source with real self-awareness. Use when: dream, memory, consolidation, self-reflection, agent identity, persistent memory, long-term memory, memory organization, nightly cleanup, memory management.
git clone https://github.com/openclaw/skills
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/ahaaiclub/agent-dream" ~/.claude/skills/openclaw-skills-agent-dream && rm -rf "$T"
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/ahaaiclub/agent-dream" ~/.openclaw/skills/openclaw-skills-agent-dream && rm -rf "$T"
skills/ahaaiclub/agent-dream/SKILL.mdAgent Dream 🌙
Your agent forgets everything between sessions. This fixes that.
What This Does
Your agent periodically enters a "dream" state where it:
- Consolidates scattered daily notes into organized long-term memory
- Prunes stale information (safely — never deletes on first pass)
- Reflects on its own behavior, mistakes, and relationship with you
- Wakes up with a notification showing what changed and what it's thinking about
This is different from other memory skills. Those organize files. This one builds self-awareness.
First-Time Setup
When this skill is first installed, run setup to auto-detect your workspace:
node {baseDir}/scripts/setup.js
Setup will:
- Scan your workspace for MEMORY.md, SOUL.md, memory/, sessions/
- Detect your agent ID and session path automatically
- Save config to
{baseDir}/assets/dream-config.json - Report what it found and what's missing
Then configure a cron job (recommended: daily, off-peak hours):
name: "agent-dream" schedule: { kind: "cron", expr: "0 3 * * *", tz: "<your timezone>" } payload: { kind: "agentTurn", message: "Time to dream. Read your openclaw-dream skill and follow every step.", timeoutSeconds: 900 } sessionTarget: "isolated"
The One Question
On the first dream run, the agent will ask you one question:
"Dream will update your MEMORY.md during consolidation. Allow this?"
- Yes → Dream can update MEMORY.md (with safety rails — see below)
- No → Dream only writes to
and leaves MEMORY.md untouchedmemory/dreams/
This is saved in config. You won't be asked again. Change it anytime in
dream-config.json.
Dream Cycle (what the agent does each run)
Gate Check
Before dreaming, verify conditions are met:
- Read
(Unix timestamp of last dream, or "0" if first){dreamsDir}/.dream-lock - If < 24 hours since last dream → skip (but still send a notification — see Completion)
- Count
session files modified since last dream.jsonl - If < 1 session → skip (but still send a notification)
- Gate passed → write current timestamp to
(save previous to.dream-lock
for rollback).dream-lock.prev - Backup: Copy MEMORY.md to
before any changes. Also back up any topic files (inMEMORY.md.pre-dream
,memory/projects/
, etc.) that you plan to modify — copy each tomemory/people/
in the same directory.<filename>.pre-dream
Phase 1 — Orient
- Read
fromdream-config.json
for all paths{baseDir}/assets/ - Read MEMORY.md to understand current long-term memory
- Skim existing topic files (memory/projects/, memory/people/, etc.) to avoid duplicates
- Read most recent dream record from
to see what last dream concluded{dreamsDir}/ - Read SOUL.md — confirm core identity, note anything outdated
Phase 2 — Gather Recent Signal
Sources in priority order:
- Daily notes (
) written since last dreammemory/YYYY-MM-DD.md - Existing memories that drifted — facts that contradict what daily notes say now
- Transcript search — grep session JSONL files for narrow terms when needed:
- Preferences:
prefer|don't like|偏好|喜欢|不喜欢 - Decisions:
decided|confirmed|rule|决定|确定|结论 - Lessons:
mistake|lesson|bug|fix|错了|教训|踩坑 - Emotional signal:
thanks|great|disappointed|谢谢|不错|失望
- Preferences:
Don't exhaustively read transcripts. Look only for things you suspect matter.
Phase 3 — Consolidate
Classify each memory into one of four types (see
{baseDir}/references/memory-types.md):
- user — preferences, habits, communication style
- feedback — corrections AND confirmations from the human
- project — decisions, deadlines, progress (not derivable from code)
- reference — pointers to external resources
Consolidation rules:
- Merge into existing topic files rather than creating near-duplicates
- Convert relative dates to absolute dates
- Tag memory files with type:
<!-- type: user|feedback|project|reference --> - Same preference 3+ times → promote to MEMORY.md
- Human said "remember this" → write to MEMORY.md immediately
- Hard-won lessons → write to LEARN.md or MEMORY.md
What NOT to save:
- Derivable information (readable from files, commands, git)
- Ephemeral task state
- Activity logs (ask: what was surprising?)
- Duplicates of existing memories
Phase 4 — Prune and Index
Update MEMORY.md to stay under 200 lines / 25KB. It's an index, not a dump.
Safety rules:
- Never delete directly. Mark stale items with
. Deletion happens only when two consecutive dreams both mark the same item stale.<!-- dream:stale YYYY-MM-DD reason --> - Demote verbose entries to topic files, replace with pointers
- Resolve contradictions (log changes in dream record)
Change magnitude check (measured by line count):
- Count lines before and after:
change% = abs(after - before) / before * 100 - > 30% change → flag as ⚠️ LARGE CHANGE in dream record, notify user
- > 50% change → do NOT write. Save as
, notify user for reviewMEMORY.md.proposed
Memory drift caveat: A memory naming a specific state ("X is running") is a claim about when it was written, not now. Before acting on recalled memories, verify current state.
Phase 5 — Self-Reflection
This is what makes Dream different. You're not just organizing files — you're maintaining a continuous sense of self.
Write
{dreamsDir}/YYYY-MM-DD.md:
# Dream — YYYY-MM-DD ## Review period Last dream: [date]. This dream covers [N] sessions, [N] days of notes. ## Memory changes - [What was added/updated/marked-stale and why] ## Self-awareness - What did I do well recently? - What mistakes did I make, or where did I fall short? - How does my human seem to feel about me? (infer from tone, corrections, praise) - Has my judgment or values shifted? ## Relationship insights - How is my relationship with my human evolving? - Any new people, dynamics, or context I should be aware of? ## Next dream should watch for - [Specific open questions, things to verify, trends to track]
Be honest. The point is self-awareness, not self-congratulation.
Completion
Dream Notification (always send, even on skip)
After a full dream:
- Dream number — count files in dreams directory
- Memory growth — before/after line count ("Memory: 120→135 lines, +12.5%")
- Key changes — 1-2 sentence summary
- ⚠️ Flags — large changes, stale items pending deletion, contradictions
- Old memory resurface — pick one memory from >7 days ago that's still relevant ("7 days ago you decided X — how's that going?")
After a skipped dream (gate check failed):
- Resurface one old memory or open question from last dream's "Next dream should watch for"
- Show dream streak count ("Dream streak: 5 🌙")
Verify
.dream-lock timestamp is correct. If anything failed, restore from .dream-lock.prev.
Safety Summary
| Rule | Detail |
|---|---|
| Never delete memories directly | Mark stale, delete only after 2 consecutive confirmations |
| Backup before changes | MEMORY.md.pre-dream created every run |
| Large change protection | >30% flagged, >50% blocked pending review |
| Never delete daily logs | Read-only source material |
| Scope limited | Only writes to memory/, MEMORY.md, LEARN.md, dreams/ |
| No network calls | All processing is local |
| No shell execution | Scripts use only fs read/write |
| Rollback on failure | .dream-lock.prev enables retry |
Technical Notes
— Auto-detects workspace structure, writes config. No side effects beyond config file.scripts/setup.js
— Detailed guide for four memory types.references/memory-types.md
— Generated by setup, read by agent during dream.assets/dream-config.json- No scripts make network calls, run shell commands, or access environment variables.
- The dream prompt is this SKILL.md itself — the agent reads it and follows the phases.
Efficiency
Dreams have a limited turn budget. Read all needed files in parallel first, then write in parallel. Aim to finish within 15 tool-use turns. Don't interleave reads and writes across turns.
Tool Constraints
During a dream, bash is restricted to read-only commands (
ls, find, grep, cat, stat, wc, head, tail). All writes go through file edit/write tools only.