---
name: harness:knowledge-pipeline
description: 4-phase knowledge extraction, reconciliation, drift detection, and remediation with convergence loop
---

<!-- Generated by harness generate-slash-commands. Do not edit. -->

<context>
Cognitive mode: constructive-architect
Type: rigid
</context>

<objective>
4-phase knowledge extraction, reconciliation, drift detection, and remediation with convergence loop

Phases:

- extract: Run code signal extractors, diagram parsers, and connector sync
- reconcile: Build snapshots and run structural drift detection
- detect: Partition findings by severity and safety classification
- remediate: Apply safe fixes, prompt for unsafe, convergence loop (optional)
  </objective>

<execution_context>
@agents/skills/cursor/harness-knowledge-pipeline/SKILL.md
@agents/skills/cursor/harness-knowledge-pipeline/skill.yaml
</execution_context>

<process>
1. Try: invoke mcp__harness__run_skill with skill: "harness-knowledge-pipeline"
2. If MCP unavailable: read SKILL.md and follow its workflow directly
3. Pass through any arguments provided by the user
</process>
