Igor Lins e Silva
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Contradiction Detection
::: warning Experimental Contradiction detection is a planned capability, not a shipped end-to-end feature in the current MCP workflow. The examples below show the intended behavior rather than a fully integrated command path. :::
What It Does
Checks assertions against entity facts in the knowledge graph. When enabled, it catches contradictions like:
Input: "Soren finished the auth migration"
Output: 🔴 AUTH-MIGRATION: attribution conflict — Maya was assigned, not Soren
Input: "Kai has been here 2 years"
Output: 🟡 KAI: wrong_tenure — records show 3 years (started 2023-04)
Input: "The sprint ends Friday"
Output: 🟡 SPRINT: stale_date — current sprint ends Thursday (updated 2 days ago)
How It Works
Facts are checked against the knowledge graph:
- Attribution conflicts — the wrong person credited for a task
- Temporal errors — wrong dates, tenures, or durations
- Stale information — facts that have been superseded
Ages, dates, and tenures are calculated dynamically from the entity's recorded facts — not hardcoded.
Status
The current codebase includes the temporal knowledge graph primitives needed for this direction, but not a complete contradiction-checking tool exposed through the CLI or MCP server.