Our large-scale experiment with 19 LLMs reveals that current models degrade documents during delegation: even frontier models (Gemini 3.
Scanned 10/4/2026
Skills Directorynpx -y skills add openamer/openamer --skill auto-latest-research-insight-llms --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: auto-latest-research-insight-llms
description: "Our large-scale experiment with 19 LLMs reveals that current models degrade documents during delegation: even frontier models (Gemini 3."
auto_generated: true
created: 2026-09-15
source_insight: "Latest research insight: LLMs corrupt your documents when you delegate"
status: draft
fitness_score: 0
trials: 0
wins: 0
---
# Auto Latest Research Insight Llms
## Trigger
Use when the agent encounters: Our large-scale experiment with 19 LLMs reveals that current models degrade documents during delegat
## Verification
- [ ] The skill produces the expected output for its domain
- [ ] No errors in execution
- [ ] Insight quality: actionable and specific
## Notes
Auto-generated from internet insight (Knowledge-to-Action pipeline).
Darwin will trial this skill; it gets promoted only if it wins arena fights.
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