# Conf Pipeline Orchestration

> The multi-agent communication and orchestration discipline for a staged pipeline whose stages eac…

The multi-agent communication and orchestration discipline for a staged pipeline whose stages each carry calibrated uncertainty. Agents talk through files with defined schemas and status fields (never free text); the orchestrator passes input paths plus an explicit output path plus a return contract, verifies each artifact's confidence before advancing a stage gate, holds and integrates worker outputs rather than passing them through, freezes its protected control logic against a checksum, maintains a diversity floor, hardens the fragile handoffs not the resilient hubs, and names the substitution effect every optimized score produces. Conference-agnostic; preloaded by a pipeline orchestrator. Use when coordinating a staged agent pipeline, designing the orchestrator-worker contract, or deciding when to advance, reconcile, or escalate. Trigger keywords - pipeline orchestration, stage gates, structured agent communication, invariant guard, confidence propagation, conflict surfacing.

- Page: https://ss33.ai/skills/lyndonkl/conf-pipeline-orchestration-192172640
- Publisher: lyndonkl
- Category: [AI & Agents](https://ss33.ai/skills/category/ai-and-agents-y6jz7i) › [Orchestration & multi-agent](https://ss33.ai/skills/category/ai-and-agents-y6jz7i/orchestration-and-multi-agent-tlbx40)
- Source: https://github.com/lyndonkl/claude/blob/4acc337d4dbdb19da6469eb2504c16669c1cafa1/skills/conf-pipeline-orchestration/SKILL.md

## Skill

This skill's licence does not allow redistribution, so the store does not serve its text. Get it from the author: https://github.com/lyndonkl/claude/blob/4acc337d4dbdb19da6469eb2504c16669c1cafa1/skills/conf-pipeline-orchestration/SKILL.md