{"slug":"slm-agent","title":"slm-agent","description":"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.\n\nIt 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 decomposition. The output is a saved report.md in your project with a full API reference, so you can migrate.\n\nNo source code or codebase data is sent to any external server (except Claude) during analysis.","developer":"ScaleDown","category":null,"reported_installs":null,"active":true,"first_seen_at":"2026-10-03T22:13:33.942Z","last_seen_at":"2026-11-07T00:08:29.147Z","last_changed_at":"2026-10-03T22:13:33.942Z","platform":"claude","sources":["Community"],"works_with":["Claude Code"],"marketplace_url":null,"repository_url":"https://github.com/scaledown-team/SLM_Agent.git","web_data":{},"github_data":{},"catalog_sources":{"community":[{"name":"slm-agent","source":{"sha":"c945eede80d8981d8ecede6560ed4c3e6cbef08d","url":"https://github.com/scaledown-team/SLM_Agent.git","source":"url"},"homepage":"https://github.com/scaledown-team/SLM_Agent/blob/main/README.md","description":"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.\n\nIt 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 decomposition. The output is a saved report.md in your project with a full API reference, so you can migrate.\n\nNo source code or codebase data is sent to any external server (except Claude) during analysis."}]},"manifest":{"url":"https://raw.githubusercontent.com/scaledown-team/SLM_Agent/c945eede80d8981d8ecede6560ed4c3e6cbef08d/.claude-plugin/plugin.json","payload":{"mcp":".mcp.json","name":"slm-agent","author":{"name":"ScaleDown","email":"soham@scaledown.ai"},"license":"MIT","version":"0.1.7","category":"productivity","homepage":"https://scaledown.ai","keywords":["scaledown","slm","cost-reduction","ai","llm","migration","openai","anthropic"],"repository":"https://github.com/scaledown-team/SLM_Agent","description":"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 sample data with a reproducible eval. Supports OpenAI, Anthropic, LangChain, LlamaIndex, Cohere, Vercel AI SDK, and more. No data from your codebase is ever sent to ScaleDown servers when running this plugin.","displayName":"SLM Agent by ScaleDown"},"observed_at":"2026-11-06T10:49:19Z"}}