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adaptive-model-cascade

Expert guide for intelligent model cascading and routing — complexity-scored task routing from Flash/Haiku to Sonnet/Opus/Astra, dynamic escalation with quality gates, 40-60% token cost reduction while maintaining output quality / Panduan ahli untuk kaskade dan routing model cerdas — routing tugas berbasis skor kompleksitas dari Flash/Haiku ke Sonnet/Opus/Astra, eskalasi dinamis dengan gerbang kualitas, pengurangan biaya token 40-60% dengan kualitas output terjaga.

ScannedSkillSource: Gemini CLI extensions gallery

92 stars +35 this week Updated 16d ago License MIT Context ≈123 tokens always loaded

59popular

Why this score

Stars

7/35

Usage (forks)

2/15

Upkeep

25/25

License

15/15

Owner history

10/10

This repo hosts 10 skills, so its 92 stars are split between them (about 9 each) for scoring.

Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit 58fc00065454, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.

Name	Score	Stars	Context	Updated
This oneadaptive-model-cascade roedyrustam/vibes-plug · Skill	59	★ 92	≈123 always	16d ago
adaptive android/skills · Skill Both about adaptive	79	★ 9.0k	≈21 always	16d ago
cascade-fail-recovery HKUDS/OpenSpace · Skill Both about cascade and cascading	73	★ 7.8k	≈29 always	3mo ago
agent-adaptive-coordinator ruvnet/ruflo · Skill Both about adaptive	90	★ 77k	≈26 always	16d ago
adaptive-interfaces Owl-Listener/designpowers · Skill Both about adaptive	54	★ 254	≈53 always	4mo ago
ai-adaptive-learning-master swaylq/master-skill · Skill Both about adaptive	56	★ 162	≈51 always	2mo ago

Install

mkdir -p .claude/skills/adaptive-model-cascade

curl -sL https://codeload.github.com/roedyrustam/vibes-plug/tar.gz/58fc000654544f494c03e5fb6f009e52a034ab33 | tar -xz -C .claude/skills/adaptive-model-cascade --strip-components=3 "vibes-plug-58fc000654544f494c03e5fb6f009e52a034ab33/skills/adaptive-model-cascade"

To remove it later:

rm -rf .claude/skills/adaptive-model-cascade

npx skills add roedyrustam/vibes-plug --skill adaptive-model-cascade

gemini extensions install https://github.com/roedyrustam/vibes-plug --ref=58fc000654544f494c03e5fb6f009e52a034ab33

Pinned to commit 58fc00065454 as listed by Gemini CLI extensions gallery.

Context cost: ≈123 tokens loaded every session (name and description), plus ≈3.4k tokens when the skill is used.

The Claude Code command downloads this skill folder at the pinned commit into .claude/skills/. The Skills CLI (npx skills) works with many agents but can't pin a version, so it installs whatever is current.

Facts

Repo: roedyrustam/vibes-plug
Stars: 92
Forks: 20
Last push: 2026-10-19 (16d ago)
License: MIT
Owner: roedyrustam · since 2021
Language: JavaScript
Works with: Claude Code, Skills CLI, Gemini CLI