Plot hole detection tool for novel-length manuscripts
Novilot is a writing tool that scans a full novel manuscript to catch continuity errors like inconsistent character descriptions or resurrected characters. It uses LLMs to analyze the text and flag inconsistencies, helping serial fiction writers maintain coherence across long works without manual story bibles.
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AI-powered tool that auto-generates and syncs code documentation from code changes
A tool that automatically generates and updates documentation by analyzing code changes, ensuring docs always match the actual codebase. It uses LLMs to detect discrepancies and rewrite documentation, solving the problem of outdated docs for developers.
Snitch: deterministic claim verifier for AI agent transcripts
Snitch is a tool that watches AI agent transcript files (Cursor, Claude Code, Codex, Pi, OpenCode) and verifies claims made in prose against actual evidence like tool calls, shell output, filesystem changes, git history, and session context. It uses deterministic regex patterns to extract claims and cross-references them, flagging inconsistencies. It helps developers trust their coding agents by catching when an agent's description doesn't match reality.
Verbatimeter: lightweight tool for measuring verbatim similarity in text
Verbatimeter is a minimalist, lightweight Python tool that measures verbatim similarity between generated text and source documents. It helps developers of LLM and RAG systems detect hallucinations or unfaithful outputs in real-time by checking how grounded the model's responses are in the provided context.
LLM assistant that files Telegram notes into precise Notion pages with matching style
An LLM-powered assistant that takes quick notes from Telegram and automatically places them on the correct Notion page, formatted to match that page's style. It helps users with large Notion workspaces keep organized without manually navigating to the right page. Currently seeking beta testers.
Git-aware AI debugger that checks out old commits to fix production bugs
A tool that makes AI coding assistants (like Cursor or Claude Code) automatically checkout the git commit corresponding to a production error before debugging, preventing the agent from analyzing current code that has shifted. It solves the problem of AI agents hallucinating fixes because they look at the present state of files while the bug existed in a past commit.
