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Dream

Skill sneg55/agent-starter/skills/dream

A toolkit of skills, templates, and guides for bootstrapping AI-agent-friendly projects. Started from Anthropic's Claude Code engineering patterns, extended with a per-project self-improvement loop and more.

Install
npx -y skills add sneg55/agent-starter --skill dream

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What its author says it does

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Memory consolidation - review, merge, prune, and index memory files. Run periodically to keep memories organized and up-to-date.

SKILL.md

3.2 KB, as published. Nobody here has run it

Dream: Memory Consolidation

You are performing a dream - a reflective pass over your memory files. Synthesize what you've learned recently into durable, well-organized memories so that future sessions can orient quickly.

Phase 1 - Orient

  • ls the memory directory to see what already exists
  • Read MEMORY.md to understand the current index
  • Skim existing topic files so you improve them rather than creating duplicates
  • If logs/ or sessions/ subdirectories exist, review recent entries there

Phase 2 - Gather recent signal

Look for new information worth persisting. Sources in rough priority order:

  1. Daily logs (logs/YYYY/MM/YYYY-MM-DD.md) if present - these are the append-only stream
  2. Existing memories that drifted - facts that contradict something you see in the codebase now
  3. Transcript search - if you need specific context, grep transcripts for narrow terms: grep -rn "<narrow term>" .claude/transcripts/ --include="*.jsonl" | tail -50

Don't exhaustively read transcripts. Look only for things you already suspect matter.

Phase 3 - Consolidate

For each thing worth remembering, write or update a memory file. Use these type conventions:

TypeWhat belongsExamples
userUser's role, goals, preferences, knowledge"senior Go dev, new to React"
feedbackCorrections AND confirmations from user"don't mock DB in tests", "bundled PR was right call"
projectOngoing work context, deadlines, initiatives"merge freeze 2026-03-05 for mobile release"
referencePointers to external systems"pipeline bugs in Linear project INGEST"

Each memory file uses this format:

---
name: {{name}}
description: {{one-line description}}
type: {{user, feedback, project, reference}}
---

{{content - for feedback/project: rule, then **Why:** and **How to apply:**}}

Focus on:

  • Merging new signal into existing topic files rather than creating near-duplicates
  • Converting relative dates ("yesterday", "last week") to absolute dates
  • Deleting contradicted facts - if today's investigation disproves an old memory, fix it at the source

Phase 4 - Prune and index

Update MEMORY.md so it stays under 200 lines AND under ~25KB. It's an index, not a dump:

  • Each entry: one line under ~150 chars: - [Title](file.md) - one-line hook
  • Never write memory content directly into MEMORY.md
  • Remove pointers to stale, wrong, or superseded memories
  • Shorten verbose entries - move detail to the topic file
  • Add pointers to newly important memories
  • Resolve contradictions - if two files disagree, fix the wrong one

What NOT to save

  • Code patterns, architecture, file paths - derivable from the project
  • Git history - git log / git blame are authoritative
  • Debugging solutions - the fix is in the code
  • Anything already in CLAUDE.md
  • Ephemeral task details or conversation context

Return a brief summary of what you consolidated, updated, or pruned. If nothing changed, say so.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.