Strategic Compact Skill
SkillProductivitySuggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. Supports focus-aware compaction for targeted context preservation.
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Strategic Compact Skill skill
What this skill tells your AI
The instructions your AI receives, as published by myths-labs/muse in skills/core/strategic-compact/SKILL.md and read by ahel’s review.
Suggests manual /compact at strategic points rather than relying on arbitrary auto-compaction.
Why Strategic Compaction?
Auto-compaction triggers at arbitrary points:
- Often mid-task, losing important context
- No awareness of logical task boundaries
- Can interrupt complex multi-step operations
Strategic compaction at logical boundaries:
- After exploration, before execution — Compact research, keep plan
- After completing a milestone — Fresh start for next phase
- Before major context shifts — Clear old context before different task
Focus-Aware Compaction (inspired by OpenClaw)
Blind compaction = blind discards. Focus-directed compaction = preserving key information.
Usage: Specify what to preserve when manually compacting.
Scenario: Completed 3 hours of debugging, now starting a new feature
✅ /compact preserve root cause analysis and fix approach, discard trial-and-error debugging
❌ /compact (blind compaction may discard root cause analysis)
Common focus templates:
| Scenario | Focus Directive |
|---|---|
| After debugging | Preserve root cause and fix approach, discard trial-and-error |
| After planning | Preserve final plan and key decisions, discard alternative discussions |
| After code review | Preserve items to change, discard confirmed-OK sections |
| After strategy discussion | Preserve strategic decisions and metrics, discard brainstorming process |
| After multi-file edits | Preserve which files changed and why, discard file content details |
When to Trigger Compaction
| Signal | Action |
|---|---|
| Completed a full milestone | ✅ Good time to compact |
| Switching from exploration to execution | ✅ Good time to compact |
| Debugging complete, starting new feature | ✅ Good time to compact |
| In the middle of multi-step implementation | ❌ Do NOT compact |
| Still analyzing a problem | ❌ Do NOT compact |
/ctx shows 60-70% consumed | 🟡 Consider compacting |
/ctx observes ≥80% pressure | Save the current Lane, compact if supported, verify and continue |
Hook Setup
Add to your ~/.claude/settings.json:
{
"hooks": {
"PreToolUse": [{
"matcher": "tool == \"Edit\" || tool == \"Write\"",
"hooks": [{
"type": "command",
"command": "~/.claude/skills/strategic-compact/suggest-compact.sh"
}]
}]
}
}
Configuration
Environment variables:
COMPACT_THRESHOLD- Tool calls before first suggestion (default: 50)
Best Practices
- Compact with focus — Always specify what to preserve, never compact blindly
- Write memory before compacting — Save key information to
memory/YYYY-MM-DD.mdfirst - Never compact mid-task — Maintain complete context during multi-step implementations
- Pair with /ctx — Use actual observations; ≥80% means save and reassess after compaction, not forced exit. Unknown occupancy remains unknown.
Pre-Compaction Protocol (MUSE — derived from LCM compact:before)
MUST execute in order before compaction:
- Persist: Write current task progress to
memory/YYYY-MM-DD.md - Preserve recent instructions: Save recent decisions, corrections and constraints; do not claim the client supports a protected/non-compactable zone unless its actual interface does.
- Extract key decisions: Scan content about to be compacted, extract key decisions/data to memory
- Notify user: Inform about upcoming compaction, list what will be preserved
Principle: Persist first, then compact. Never discard information without a backup.
Post-Compaction Injection (MUSE — derived from OpenClaw postCompactionSections)
MUST re-internalize the following after compaction:
- First 4 lines of
CLAUDE.md(7 iron laws + priority chain) - Currently
[/]in-progress tasks fromtask.md - Today's
memory/snapshot (just written) - Any focus-aware specified preservation items
Compaction may omit information. Reconcile the selected role/Lane checkpoint and required evidence after it; do not reload all history or claim memory is lossless.
Signals
- GitHub stars
- 35
- Forks
- 4
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
strategic-compact-myths-labs- Source
- github.com/myths-labs/muse
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