~/tools / prompt-linter
Prompt linter
Prompts fail for boring, repeatable reasons: a vague 'etc.', no output format, untrusted input without delimiters, 'concise' and 'comprehensive' in the same breath. This linter runs deterministic checks against those patterns — compiler-style findings with a score — before the failure reaches production.
TOOL 07
Prompt linter
ESLint for the sentences you ship to productionpaste a system prompt — lints as you type
// findings appear here, compiler-style
Heuristics from real incident reviews: vague terms, missing output formats, absent delimiters and conflicting absolutes cause most prompt failures. Deterministic checks — no model, no API, no judgment calls.
more
tools.siblings
Token & cost metercount tokens · compare API cost across modelsRAG capacity plannercorpus size → vectors, RAM, embed costProvider request translatorOpenAI ⇄ Anthropic/Bedrock request JSONGPU VRAM calculatorwill that model fit on your card?JSONL dataset inspectorfine-tune data sanity check, fully localPrompt diffword-level diff for prompt iteration