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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair Extraordinairex3

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair Extraordinairex3

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@machine-operable

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ecogetaway/README.md

Sanjay C. — open source contribution infrastructure

Independent researcher in Bengaluru. I study the kinds of open source contribution that never got the infrastructure code review did: localization and language inclusion first, then accessibility review and AI contribution policy. Each strand pairs published evidence with a small, openly licensed tool, rubric or draft schema.

  • Language inclusion: how translations into under-served locales get reviewed upstream, and i18n-security-lint, a CI check for defects in translated strings. Overview · repository
  • Accessibility contribution review: seven real accessibility pull requests scored against a 12-signal rubric, plus reusable ACCESSIBILITY.md, issue and PR templates. Overview · repository
  • AI contribution policy: 21 project policies verified against their own sources, and a draft machine-readable ai-contribution-policy.yml. Overview · repository
  • Machine-operable documentation: readme-ci runs the code examples in your Markdown docs in CI. Overview

Writing: Open Source's Hidden Language Gap (CACM, May 2026) · What Five Localization Pull Requests Revealed About Open Source Governance (DevOps.com, June 2026) · Can your project actually review an accessibility contribution? (Bootcamp, Aug 2026)

More: ecogetaway.github.io (research portfolio) · OSS Infrastructure Initiative (workstreams, research, ways to contribute)

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  1. oss-language-inclusion oss-language-inclusion Public

    Closing the localization gap in open source: evidence on how Indic and other under-served locales get reviewed upstream, plus i18n tooling — including i18n-security-lint, a CI scanner for defects i…

    Python 6 1

  2. oss-accessibility-inclusion oss-accessibility-inclusion Public

    Investigating how accessibility contributions to open source are reviewed in practice — case studies, review rubric, and reusable a11y contribution templates.

    2

  3. oss-ai-contribution-policy oss-ai-contribution-policy Public

    A machine-readable AI-contribution policy standard for open source: verification over detection, disclosure over bans — keeping contribution pathways open under AI pressure.

    Python 1 2