a5c-ai/anti-drift
library/methodologies/ruflo/skills/anti-drift/SKILL.md
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
$ install --global
skillsauthnpx skillsauth add a5c-ai/babysitter anti-driftInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
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Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 1, 2026, 12:17 PM56.3s2 files scanned
SKILL.md
- 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
- Hierarchical Coordinator - Queen agent validates alignment at checkpoints
- Frequent Checkpoints - Every 2 subtasks (configurable)
- Shared Memory Coherence - Validate all agents see consistent state
- Short Task Cycles - Bounded execution windows prevent runaway agents
- Role Specialization - Agents stay within their assigned scope
Drift Scoring
0.0-0.1: Fully aligned, no intervention needed0.1-0.3: Minor drift, automatic correction0.3-0.5: Significant drift, checkpoint correction with logging0.5+: Critical drift, human escalation via breakpoint
Agents Used
agents/swarm-coordinator/- Drift detection and correctionagents/tactical-queen/- Checkpoint enforcementagents/adaptive-queen/- Real-time course correction
Tool Use
Invoke via babysitter process: methodologies/ruflo/ruflo-swarm-coordination
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