Contract Playbook AIflagship
Generate playbooks from contracts and review contracts against those playbooks — encoding the kind of structured legal reasoning typically done manually — with changes tracked in native DOCX redlines.

Government Lawyer
Builds every layer: string matching, document diffing, AI redlining, citation verification, multi-agent orchestration
Request an introGovernment lawyer in Singapore who heads a civil advisory practice — and builds document infrastructure on nights and weekends. Self-taught across the stack, from diffing libraries to AI contract review tools, with a focus on encoding legal reasoning into reproducible workflows. Open-sourced office-word-diff, a library that solves a kernel-level problem — deterministic, word-level tracked changes in Word via the Office.js API. Thinks the real dividing line now isn’t between coders and non-coders, but between people with technical judgment and people without it.
Generate playbooks from contracts and review contracts against those playbooks — encoding the kind of structured legal reasoning typically done manually — with changes tracked in native DOCX redlines.
Node.js CLI tool that lets AI agents apply tracked changes and comments to DOCX files using SuperDoc’s headless mode. Uses stable block IDs for deterministic edits instead of fragile text matching, supports multi-agent merging with conflict resolution, and produces native Word revisions.
MS Word add-in that applies AI-generated edits as tracked changes using the office-word-diff library. Includes a taskpane UI for prompt management and connects to LLMs like Ollama — run it locally, keep your data.
Identify which source sentence a piece of text most likely originated from, using lightweight text similarity metrics. No embeddings or API calls required at runtime — just fast, deterministic string matching that works in the browser or on the server. Designed for RAG citation highlighting, contract playbook matching, plagiarism detection, source attribution, and any other text provenance task.
Singapore court citation checker -- detect hallucinated cases in AI-generated legal submissions. Verifies citations against eLitigation (Singapore's case law database), detecting hallucinated authorities, mismatched case names, fabricated paragraph references, and distorted quotations.
A library that applies word-level text diffs to Microsoft Word using the Office.js API, preserving formatting with granular tracked changes. Solves a kernel-level problem: deterministic, structural document transformation.
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