Auto dream
Background memory consolidation and learning graduation — overnight knowledge lifecycle.From its SKILL.md
npx -y skills add notque/vexjoy-agent --skill auto-dreamAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
9.8 KB, ~2.2k tokens by cl100k_base, as published. Nobody here has run it
Background memory consolidation cycle. Scans memory files, finds stale/duplicate/conflicting entries, consolidates, synthesizes cross-session insights, builds an injection-ready payload for next session start, and writes a dated dream report.
When to invoke
- User says "run dream", "consolidate memories", "clean up memories", "memory maintenance", "deduplicate memories"
- Cron job at 2 AM nightly via wrapper script:
scripts/auto-dream-cron.sh --execute - Manual trigger for testing:
./scripts/auto-dream-cron.sh(dry-run by default)
Reference Loading Table
| Signal | Load These Files | Why |
|---|---|---|
| Debugging failed cron run, silent failure, empty log, wrong exit code | headless-cron-patterns.md | Routes to the matching deep reference |
Setting up or modifying wrapper script (flock, --permission-mode, envsubst, PIPESTATUS) | headless-cron-patterns.md | Routes to the matching deep reference |
Budget cap, --max-budget-usd, unattended Claude invocation | headless-cron-patterns.md | Routes to the matching deep reference |
| Writing, updating, or archiving memory files | memory-file-operations.md | Routes to the matching deep reference |
Updating MEMORY.md index, atomic write, .tmp rename | memory-file-operations.md | Routes to the matching deep reference |
| Staleness detection, duplicate merging, conflict flagging | memory-file-operations.md | Routes to the matching deep reference |
YAML frontmatter structure, merged_from, memory file format | memory-file-operations.md | Routes to the matching deep reference |
| Testing the dream cycle safely, dry-run validation, output file verification | dream-cycle-testing.md | Routes to the matching deep reference |
| Inspecting graduation candidates, snapshot testing, PIPESTATUS in test wrappers | dream-cycle-testing.md | Routes to the matching deep reference |
| Reading and interpreting cron run logs, detecting silent failures | logging-patterns.md | Routes to the matching deep reference |
| Log rotation, log directory structure, phase completion markers in logs | logging-patterns.md | Routes to the matching deep reference |
last-dream.md stale, missing injection payload, cron log empty | logging-patterns.md | Routes to the matching deep reference |
| Concurrent dream runs, lockfile already held, duplicate cron invocations | concurrency.md | Routes to the matching deep reference |
MEMORY.md.tmp left behind, partial write recovery, atomic rename failure | concurrency.md | Routes to the matching deep reference |
database is locked, SQLite WAL mode, busy_timeout, concurrent DB access | concurrency.md | Routes to the matching deep reference |
local changes would be overwritten, git stash before GRADUATE branch switch | concurrency.md | Routes to the matching deep reference |
Instructions
When invoked interactively (not via cron), read skills/meta/auto-dream/dream-prompt.md and execute its phases directly. The prompt is self-contained — it describes the full seven-phase cycle including safety constraints, file paths, and output formats.
For cron invocation: the dream prompt is passed directly to claude -p and runs as a standalone headless session with no CLAUDE.md, no hooks, no project context. All instructions are embedded in the prompt.
Phases
- SCAN — Read all memory files, query learning.db sessions (last 7 days), read recent git log. Write scan document to
~/.claude/state/dream-scan-{date}.md. - ANALYZE — Identify stale, duplicate, conflicting memories and cross-session patterns. Write analysis to
~/.claude/state/dream-analysis-{date}.md. - CONSOLIDATE — Apply consolidation actions (max 5 changes). Archive stale/merged files, update MEMORY.md atomically.
- SYNTHESIZE — Create insight memories from cross-session patterns (max 2 new memories per cycle).
- GRADUATE — Promote mature learning DB entries (confidence >= 0.9, 3+ observations) into agent/skill files as permanent failure modes. Commits on
dream/graduate-YYYY-MM-DDbranch for human review. Max 3 per cycle. (ADR-159) - SELECT — Build injection-ready payload for session start. Write to
~/.claude/state/dream-injection-{project-hash}.md. - REPORT — Write dream summary to
~/.claude/state/last-dream.md.
Safety constraints (always enforced)
- Never delete files — archive to
memory/archive/, neverrm - Write the REPORT before executing any CONSOLIDATE filesystem operations
- Maximum 5 memory changes per cycle — excess items deferred to next cycle
- Flag conflicts for human review, never auto-resolve
- Preserve YAML frontmatter when merging; use
merged_fromfield for provenance - In dry-run mode (the default), CONSOLIDATE, SYNTHESIZE, and GRADUATE describe proposed changes only — no filesystem writes or git operations. The wrapper script sets
DREAM_DRY_RUN_MODE=yeswhich is substituted into the prompt at runtime. - GRADUATE commits on a feature branch (
dream/graduate-*), never on main — user reviews and merges - Maximum 3 graduations per cycle — only entries with confidence >= 0.9 and 3+ observations
Testing
# Dry run (read-only, no filesystem changes — dry-run is the default)
./scripts/auto-dream-cron.sh
# Full run (execute consolidation)
./scripts/auto-dream-cron.sh --execute
# Check output
cat ~/.claude/state/last-dream.md
# Check graduation candidates (what dream would graduate)
python3 -c "
import sys; sys.path.insert(0, 'hooks/lib')
from learning_db_v2 import query_graduation_candidates
import json
candidates = query_graduation_candidates()
print(json.dumps(candidates, indent=2))
"
# Check if a graduation branch exists
git branch --list 'dream/graduate-*'
# Verify cron registration
python3 ~/.claude/scripts/crontab-manager.py list
Cost estimate
~0.09 USD per nightly run with 50 memory files (~20-30K input tokens at Sonnet pricing). ~33 USD/year for automated overnight operation. Budget capped at 3.00 USD/run via wrapper script.
Cron setup
Use crontab-manager.py (not raw crontab -e) to install. The wrapper script handles PATH, lockfile, logging, budget cap, and dry-run/execute toggle.
# Preview the cron entry
python3 ~/.claude/scripts/crontab-manager.py add \
--tag "auto-dream" \
--schedule "7 2 * * *" \
--command "/home/feedgen/vexjoy-agent/scripts/auto-dream-cron.sh --execute >> /home/feedgen/vexjoy-agent/cron-logs/auto-dream/cron.log 2>&1" \
--dry-run
# Install (after dry-run testing passes)
python3 ~/.claude/scripts/crontab-manager.py add \
--tag "auto-dream" \
--schedule "7 2 * * *" \
--command "/home/feedgen/vexjoy-agent/scripts/auto-dream-cron.sh --execute >> /home/feedgen/vexjoy-agent/cron-logs/auto-dream/cron.log 2>&1"
# Verify
python3 ~/.claude/scripts/crontab-manager.py verify --tag auto-dream
Note: schedule uses 2:07 AM (off-minute) per cron best practice — avoids load spikes from jobs firing at :00.
Wrapper script details
scripts/auto-dream-cron.sh follows the established headless cron pattern (see skills/content/reddit-moderate/scripts/reddit-automod-cron.sh):
flocklockfile prevents concurrent runs--permission-mode auto(never--dangerously-skip-permissions)--max-budget-usd 3.00caps spend per run--no-session-persistencefor clean headless operationenvsubsttemplatesdream-prompt.mdwith project-specific paths at runtimeteeto timestamped per-run log file- Dry-run by default,
--executefor live runs - Exit code propagation via
PIPESTATUS[0]
Reference Loading
Load these references when the task matches the signal:
| Signal / Task | Reference File |
|---|---|
| Debugging failed cron run, silent failure, empty log, wrong exit code | references/headless-cron-patterns.md |
Setting up or modifying wrapper script (flock, --permission-mode, envsubst, PIPESTATUS) | references/headless-cron-patterns.md |
Budget cap, --max-budget-usd, unattended Claude invocation | references/headless-cron-patterns.md |
| Writing, updating, or archiving memory files | references/memory-file-operations.md |
Updating MEMORY.md index, atomic write, .tmp rename | references/memory-file-operations.md |
| Staleness detection, duplicate merging, conflict flagging | references/memory-file-operations.md |
YAML frontmatter structure, merged_from, memory file format | references/memory-file-operations.md |
| Testing the dream cycle safely, dry-run validation, output file verification | references/dream-cycle-testing.md |
| Inspecting graduation candidates, snapshot testing, PIPESTATUS in test wrappers | references/dream-cycle-testing.md |
| Reading and interpreting cron run logs, detecting silent failures | references/logging-patterns.md |
| Log rotation, log directory structure, phase completion markers in logs | references/logging-patterns.md |
last-dream.md stale, missing injection payload, cron log empty | references/logging-patterns.md |
| Concurrent dream runs, lockfile already held, duplicate cron invocations | references/concurrency.md |
MEMORY.md.tmp left behind, partial write recovery, atomic rename failure | references/concurrency.md |
database is locked, SQLite WAL mode, busy_timeout, concurrent DB access | references/concurrency.md |
local changes would be overwritten, git stash before GRADUATE branch switch | references/concurrency.md |
What ships with it: 6 files
76.9 KB alongside SKILL.md
references/
- concurrency.md13.7 KB
- dream-cycle-testing.md11.2 KB
- headless-cron-patterns.md10.8 KB
- logging-patterns.md11.5 KB
- memory-file-operations.md12.8 KB
- dream-prompt.md16.8 KB