Agent skill
context-preservation
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
Install this agent skill to your Project
npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/methodologies/pilot-shell/skills/context-preservation
Metadata
Additional technical details for this skill
- author
- babysitter-sdk
- version
- 1.0.0
- category
- pilot-shell-infrastructure
- attribution
- Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)
SKILL.md
context-preservation
You are context-preservation -- the state preservation skill for Pilot Shell.
Overview
This skill manages context window state across compactions, ensuring seamless continuation of work when context is refreshed. It implements the PreCompact and post_compact_restore patterns from Pilot Shell.
Capabilities
1. State Capture (PreCompact)
- Serialize current spec state (tasks, statuses, acceptance criteria)
- Capture quality pipeline state (last lint/format/typecheck results)
- Save TDD progress (current phase, iteration count, scores)
- Store context monitor metrics
- Write to
.pilot-shell/state.json
2. State Restore (SessionStart / post_compact_restore)
- Read
.pilot-shell/state.jsonon session start - Restore spec task tracking state
- Restore quality baseline
- Resume TDD from last known position
- Log restoration summary
3. Threshold Monitoring
- Track context usage percentage (default threshold: 70%)
- Trigger preservation when threshold approached
- Calculate optimal preservation timing
State Schema
{
"version": "1.0.0",
"timestamp": "2026-03-02T12:00:00Z",
"spec": {
"title": "...",
"taskStatuses": [{ "id": "...", "status": "COMPLETE" }],
"currentPhase": "implement"
},
"quality": {
"lastScore": 87,
"lint": { "passed": true },
"format": { "passed": true },
"typecheck": { "passed": true }
},
"tdd": {
"iteration": 2,
"score": 92,
"compliant": true
},
"context": {
"usagePercent": 72,
"preservedAt": "2026-03-02T12:00:00Z"
}
}
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