claude

SLM Agent

Scans your codebase for AI API calls and generates a migration plan showing exactly where and how to replace expensive LLM calls with task-specific SLMs — up to 95% cheaper, then optimizes your ScaleDown prompts against your own data. No data from your codebase is ever sent to ScaleDown servers.

39 on GitHubby ScaleDownv0.1.9MITupdated 29 days agoproductivity
/

Plugin slm-agent from marketplace scaledown in scaledown-team/SLM_Agent. Commands read from the repo's manifest — 28 days ago.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (2)

  • evaluate

    Evaluate the current codebase for ScaleDown SLM integration opportunities. Scans all Python and TypeScript/JavaScript files, traces the full purpose of each AI API call (following imports and helper functions across files), classifies each call using your own judgment, scores complexity and suggests

  • optimize

    Optimize the prompt you pass to a ScaleDown SLM (extract, classify, summarize, or compress) and benchmark it against a baseline — the frontier-model output it replaced, or your ground truth — on the user's own data. Collects sample data and a ScaleDown API key; if the user has no samples, walks them

MCP servers (1)

  • scaledown-migration-agent

    runs: npx -y @scaledown/migration-agent

View source on GitHub scaledown.ai

Similar plugins

caveman

claude

Talk like caveman. Cut filler. Keep technical details explicit.

22 skills · 1 command · 3 agents · hooks

JuliusBrussee/caveman 119,462

claude-mem

claudecodex

Persistent memory for Claude Code: the next session starts where the last one left off.

29 skills · 1 MCP server · hooks

thedotmack/claude-mem 116,618

Taste Skill

claudecodex

tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.

1 skill

Leonxlnx/taste-skill 114,391

understand-anything

claude

AI-powered codebase understanding — analyze, visualize, and explain any project

9 skills · 10 agents · hooks

Egonex-AI/Understand-Anything 92,410

career-ops

claudecodex

Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications

5 skills · hooks

career-ops-hq/career-ops 82,253

mem0

claudecodex

Cross-session memory and token savings for coding agents.

6 skills · 1 agent · 1 MCP server · hooks

mem0ai/mem0 68,893

Maintain SLM Agent?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex pluginslisted