Vaguejs is a library for creating data for fuzzy tests

A tiny library that formats precise time differences as a vague/fuzzy time.

A tiny JavaScript library that formats precise time differences as a vague/fuzzy date, e.g. 'yesterday', 'today' or 'next week'.

A DSL framework for fetch, map, validate pipelines - built on Vague

Stage 2.5 of the runtime pipeline — categorize inputs by query shape (postcode_only / locality_only / structured_address / intersection / po_box / landmark / vague). Rule-based for v1.

Spec interview: a hierarchical clarify-quiz that turns a vague task into a frozen, versioned, diffable SpecPack which maps deterministically into a TaskContract.

Kernel — a prompt stripped to what works. Six cuts that turn a vague request into a prompt that lands on first try.

Deterministic, fail-closed gate against AI slop in prose: banned phrases, vague authority, uncited claims, colon-list structure, reading ease.

AI-powered MCP server for prompt optimization. Transforms vague prompts into detailed, structured ones. Works with Claude Code, Cline, Cursor, MiMo Code, and all MCP-compatible tools.

A declarative language for generating realistic test data

Inline session linter for Pi — flags vague openers, pronoun soup, scope creep, and other input anti-patterns above the editor.

A privacy-first Codex skill that finds forgotten Mac files from vague natural-language clues.

Preflight checks for AI coding agents — catch vague prompts, surface missing context, search session history

Terminal-first AI assistant that analyzes coding prompts before they reach AI tools, flags broad prompts, estimates token cost, and rewrites vague prompts into focused ones.

Drop in front of any OpenAI / Claude / Gemini call as a token cost-guard. Blocks vague prompts before you pay for them. Deterministic, zero-dependency, sub-millisecond compile.

Turn vague requests into structured Claude Code tickets using a local LLM. Save tokens, ship faster.

The Specification Compiler for AI Agents. Transform vague tasks into executable specs with blind test scenarios.

A linter for your prompts — flags weak, vague, and contradictory instructions

An agent skill that helps you turn vague ideas into structured requirements

Local-first philosophical PRD tool that crystallizes vague intent into product requirements, QA criteria, and AI-agent-ready handoff documents.