Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
Scanned 5/29/2026
Install to Claude Code
npx -y skills add a5c-ai/babysitter --skill anti-drift --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: anti-drift
description: Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
---
# Anti-Drift
## Overview
Prevent agent swarms from drifting away from the original task goal through hierarchical coordination, frequent checkpoints, and shared memory validation.
## When to Use
- Long-running multi-agent orchestrations
- Tasks with high risk of scope creep
- When multiple agents work on related subtasks
- Critical tasks where deviation is costly
## Anti-Drift Mechanisms
1. **Hierarchical Coordinator** - Queen agent validates alignment at checkpoints
2. **Frequent Checkpoints** - Every 2 subtasks (configurable)
3. **Shared Memory Coherence** - Validate all agents see consistent state
4. **Short Task Cycles** - Bounded execution windows prevent runaway agents
5. **Role Specialization** - Agents stay within their assigned scope
## Drift Scoring
- `0.0-0.1`: Fully aligned, no intervention needed
- `0.1-0.3`: Minor drift, automatic correction
- `0.3-0.5`: Significant drift, checkpoint correction with logging
- `0.5+`: Critical drift, human escalation via breakpoint
## Agents Used
- `agents/swarm-coordinator/` - Drift detection and correction
- `agents/tactical-queen/` - Checkpoint enforcement
- `agents/adaptive-queen/` - Real-time course correction
## Tool Use
Invoke via babysitter process: `methodologies/ruflo/ruflo-swarm-coordination`
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