A CLI tool and GitHub Action to gather signals of disclosed AI contribution to aid community health monitoring tools and open source maintainers
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Updated
Aug 13, 2026 - Go
A CLI tool and GitHub Action to gather signals of disclosed AI contribution to aid community health monitoring tools and open source maintainers
A checklist of no-slop contribution best practices when using AI (or not) in open source projects.
LegalTech compliance Evidence Bundle profile: ABA Model Rules 1.1c8 + 1.6 + 1.6(c) + 1.7 + 1.9 + 3.3 + 5.3 + 5.5, plus attorney-client privilege preservation, plus work-product doctrine preservation. 8 obligation families × 35 required evidence kinds. State bar overlay across CA/NY/FL/DC/PA/TX/IL.
Bilingual Claude Code handbook for social scientists, with citation-audited workflows and AI disclosure templates.
An R package for automated identification and extraction of transparency indicators.
An LLM-driven research assistance framework for Claude Code (CC BY-NC 4.0)
AI transparency badge for websites. One script tag. EU AI Act ready. 4.6 KB. Zero cookies. Built by AI.
Curated Claude Code skills + original compliance SOP + scenario cookbooks for physician-researchers.
A free, open scale for declaring how a work was made with generative AI — six levels (0–5), CC0, readable by people and machines. Interoperates with C2PA, IPTC and W3C.
Open-source GitHub Action for regression-testing declared Article 50 AI disclosures and configured C2PA delivery evidence.
Ask anything about AxonOS. Every answer carries its source: a claim with its evidence level, a quotation with its line range, or a refusal with the reason.
Starlight plugin that adds EU AI Act–style AI content-disclosure badges (basic / generated / modified) to your docs pages, with per-page frontmatter, an expandable scope breakdown, and static SVG badge images.
Desktop toolkit for measuring AI disclosure and digital transformation in Chinese A-share annual reports, developed as a companion to my working paper.
A memorable standard for Human-AI attribution
LegalTech state bar lifecycle tracker: ABA + state bar + state supreme court + federal court standing orders that govern licensed-attorney AI use. 9 jurisdictions seeded (ABA, CA, NY-COSAC, FL, DC, PA, TX, IL, SDNY incl. Mata v. Avianca). Covers attorneys' OWN AI use ethics.
Landing site for the Student AI Disclosure spec. Live at student.kineticgain.com.
Iconfont for visually marking AI-generated content according to EU AI Act
Made Mark icon assets — Openly licensed mark icons (CC BY-ND 4.0)
Core specification for Open Delivery Spec — standardized, machine-parseable schemas for AI-era software delivery governance
Made Mark specification — An open authorship standard for AI-era content
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