mcpbeat

Auto Dream

notque/auto-dream

Background memory consolidation and learning graduation — overnight knowledge lifecycle.

22k tokens
context cost
the whole folder, loaded on every use
7
files
instructions only
0
copies elsewhere
how many repositories repackaged it
413
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/notque/vexjoy-agent --skill auto-dream

The instruction itself

10 sections, as written by the author

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-DD branch 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/, never rm
  • 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_from field 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=yes which 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):

  • flock lockfile prevents concurrent runs
  • --permission-mode auto (never --dangerously-skip-permissions)
  • --max-budget-usd 3.00 caps spend per run
  • --no-session-persistence for clean headless operation
  • envsubst templates dream-prompt.md with project-specific paths at runtime
  • tee to timestamped per-run log file
  • Dry-run by default, --execute for 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 |

How to use it

Copy the folder

Take notque/auto-dream from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.