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labkit
labkit PublicSee what a prompt costs across 24 models and 5 labs (OpenAI, Anthropic, Google, xAI, open-weight), cheapest first, with each model's limitations next to the price.
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attrition PublicConvert a conversation between OpenAI, Anthropic, Gemini, and AWS Bedrock message formats, and report exactly what did not survive the trip.
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toolerance
toolerance PublicConvert one canonical tool/function schema to every LLM provider dialect (OpenAI, Anthropic, Gemini Developer + Vertex, Bedrock) and see exactly what each target drops.
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mcp-meter
mcp-meter PublicFind out how many tokens your MCP servers are quietly adding to every single agent turn.
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promptlinejs
promptlinejs PublicTurn a messy prompt into a versioned, typed template. Export to OpenAI, Anthropic, Vercel AI SDK, or LangChain. Includes a clarity score, test cases, and a CLI.
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contextrot
contextrot PublicSee how much of your agent's context window is live signal vs rot, and how many turns you have left before compaction.
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