Slm Agent
SLM Agent scans your codebase for AI API calls and generates a structured migration plan showing exactly where you can swap frontier LLM calls (Opus) for Small Language Models API calls like Haiku or Sonnet. It performs deep cross-file analysis: tracing prompts to their construction site, following callers across files, and classifying each call by what it actually does. Each finding includes a complexity score, confidence level, estimated savings, and for multi-task calls, a step-by-step decom
Works with: Claude Code (native)
native: this artifact type is that client's own format
Category: AI & Agents — see all ranked ›
Work: Application development · Prompt engineering
Who it is for: Software engineer · AI engineer
Install (Claude Code):
/plugin marketplace add anthropics/claude-plugins-community
/plugin install slm-agent@claude-community“4-tool table plus a real scaledown-report.md sample; tool rows are one-liners”
This grade is wrong ›- tashan score: 51.0
- Instruction depth: 76.0 (solid — documents the job properly, with examples you could follow)
- Adoption: 1 repos
- Upkeep: 92.0
- Freshness: 82.0
- Evidence coverage: 84% of the inputs this score can use — the rest are unknown, and the score is discounted for it
- Health: active
- GitHub stars: 14
- Contributors: 3
Security audit
Not scanned yet. We audit npm-published capabilities for known advisories, install-time scripts and permission surface; this one has no npm package we can resolve, or has not reached the queue.
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npx tashan-cli doctorReads the config already on your machine and names what is dead, deprecated or running code at install time. No account, nothing uploaded.
Slm Agent scores 51 today. Pro keeps the series, so you can see whether that is a project getting better or one on its way down.
- The whole series behind any row, back to the first day we measured it
- The replacement, named — not just the news that something died
tashan doctorover your own config, on your own machine
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source ↗ · plugin:scaledown-team/slm_agent/slm-agent
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Measured 2026-09-13 · scorer s5 · how · something wrong here?