agentsclimarketplace
Sign in

Anti drift

Skill a5c-ai/babysitter/library/methodologies/ruflo/skills/anti-drift

Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.From its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill anti-drift

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.6 KB, 262 tokens by cl100k_base, as published. Nobody here has run it

  • 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

What ships with it: 1 file

225 B alongside SKILL.md

Keep looking

Skills are one crate of 326,059. 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.