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CLUSTER LOCAL-WORKBENCH-EVIDENCE · 21 ENTRIES · EARLIEST ENTRY 2026-08-11

Local-first PDF research workbenches

The cluster consists of local-first workbenches for working with research PDFs, spanning debugging RAG systems, managing paper libraries with citation-based Q&A, and AI-assisted reading and annotation. The dated history before the index start is too thin to read a shape from, with no dated entries. Among traction leaders, traceclause leads with 72 stars, followed by academic-workbench and dockcv.

Entry timeline

ENTRY TIMELINE

AUG 2026: 4SEP 2026: 12OCT 2026: 5
AUG 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 1 hand-coded · 18 unlabelled

Operator · 12 hobby · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01traceclause72★25 days—hobbyLocal-first workbench for reviewing requirements documents against proposals, attributing evidence with citations and recording human decisions.
  2. 02academic-workbench23★22 days—hobbyLocal academic workbench that aggregates research news, converts PDFs to text, and summarizes articles into cards for close reading and journaling.
  3. 03dockcv7★20 daysliveLocal-first resume workbench with versioned sections, block library, and application tracking.
  4. 04tizhou8★1 mo—Local-first civil service exam study workbench that scans documents via OCR, imports question banks, and provides mock exams from real past papers.
  5. 05zex2★today—Desktop workbench for designing typed questions and reading probabilistic answers from decision models on any platform.
  6. 06Academic-Paper-Copilot2★22 days—hobbyLocal-first reader for academic papers that extracts structure, answers questions with cited passages, keeps notes, and translates full documents using a private model endpoint.
  7. 07DocsScanAI1★22 days—Local document analysis tool that extracts text and patterns from files and answers questions using an offline language model.
  8. 08scholar-workbench1★11 days—hobbyLearning workbench that extracts outlines and quizzes from PDF textbooks, offers a structured AI curriculum, and provides small-scale model training practice for students.
  9. 09kun0★22 days—Local desktop workbench for preparing bid documents by managing enterprise materials, generating and reviewing response sections, and exporting to Word or PDF.
  10. 10RAGGlass0★8 days—hand-codedLocal workbench for debugging document RAG systems by tracing PDF sources, retrieved evidence, citations, and model answers in one view.
  11. 11ReliableRAG0★24 days—hobbyLocally deployable system that ingests PDF documents, retrieves relevant evidence, and generates grounded answers with evaluation metrics.
  12. 12AnonSight0★23 days—ai-builthobbyReading workbench that turns academic PDFs into concept diagrams which follow reading position and link to supporting sentences.
  13. 13CiteWeave0★18 days—hobbyWeb-based workbench that answers questions over technical documents and traces each citation back to evidence highlighted in original PDF pages.
  14. 14paper-margins0★9 days—Local reader for research PDFs that explains, translates, and answers questions about selected text while showing the source pages behind each answer.
  15. 15document-pipeline-studio0★26 daysliveLocal-first document workbench that parses files, extracts structured entities, compares versions, and exports auditable results for privacy-sensitive teams.
  16. 16Simple-PDF0★4 days—hobbyPortable desktop PDF reader for researchers to read and print local papers without complex tools.
  17. 17compendium0★22 days—hobbySelf-hosted workbench that turns research prompts into polished PDF reports by running AI coding agents.
  18. 18xhs-studio1★1 mo—hobbyLocal desktop workbench that collects Xiaohongshu posts by keyword or link, lets users log in, and exports results as structured files and images.
  19. 19research-document-workbench1★1 molivehobbyA local-first workbench for reading and annotating research PDFs, creating Markdown notes, and using AI to assist with deep reading.
  20. 20PaperRAG6★2 mo—hobbyLocal-first desktop workbench for managing PDF paper libraries and answering questions strictly from selected papers with cited evidence and translation support.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.