For example: 32-bit float: 4 bytes per parameter 8-bit integer: 1 byte per parameter (75% memory red GAP: public SDK / programmatic API: competitor si
Scanned 10/4/2026
Skills Directorynpx -y skills add openamer/openamer --skill auto-efficiency-learning-a-visual --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Auto Efficiency Learning A Visual?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/openamer-auto-efficiency-learning-a-visual)More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.
---
name: auto-efficiency-learning-a-visual
description: "For example: 32-bit float: 4 bytes per parameter 8-bit integer: 1 byte per parameter (75% memory red GAP: public SDK / programmatic API: competitor si"
auto_generated: true
created: 2026-09-15
source_insight: "Efficiency learning (A Visual Guide to LLM Quantization): How do agents run leaner?"
status: draft
fitness_score: 0
trials: 0
wins: 0
---
# Auto Efficiency Learning A Visual
## Trigger
Use when the agent encounters: For example: 32-bit float: 4 bytes per parameter 8-bit integer: 1 byte per parameter (75% memory red
## 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.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
