
Neil contributed extensively to the pupil-labs/pupil-docs repository, delivering over two dozen documentation features and targeted bug fixes across a year. He focused on clarifying technical workflows for eye-tracking, real-time APIs, and cloud integrations, using JavaScript, TypeScript, and Markdown to restructure navigation, standardize terminology, and improve onboarding. Neil’s work included integrating AI-driven automation, refining plugin development guidance, and enhancing UI/UX documentation for Vue-based interfaces. By reorganizing content, updating device compatibility, and implementing nginx redirects, he reduced support overhead and improved maintainability. His technical writing and information architecture skills ensured the documentation remained accessible, accurate, and aligned with evolving product features.
February 2026 monthly summary for pupil-labs/pupil-docs focusing on Neon Product Documentation Improvements. Delivered comprehensive documentation updates for Neon Player and related features, including data exports, plugin development, event management, AOI tooling link updates, and gaze modes clarifications. Fixed a broken link and updated the gaze mode overview to reflect the Companion App update. These efforts improved developer onboarding, reduced support friction, and ensured documentation reflects current product capabilities across Neon Player workflows.
February 2026 monthly summary for pupil-labs/pupil-docs focusing on Neon Product Documentation Improvements. Delivered comprehensive documentation updates for Neon Player and related features, including data exports, plugin development, event management, AOI tooling link updates, and gaze modes clarifications. Fixed a broken link and updated the gaze mode overview to reflect the Companion App update. These efforts improved developer onboarding, reduced support friction, and ensured documentation reflects current product capabilities across Neon Player workflows.
December 2025 monthly summary focusing on key accomplishments for the pupil-docs repository. Delivered a targeted clarification of the Unlimited Analysis Plan documentation, improving clarity around how the plan relates to user accounts, linked devices, and the roles of manager accounts in collaboration. The update was implemented as a concise, single-commit change, improving onboarding and reducing potential support queries.
December 2025 monthly summary focusing on key accomplishments for the pupil-docs repository. Delivered a targeted clarification of the Unlimited Analysis Plan documentation, improving clarity around how the plan relates to user accounts, linked devices, and the roles of manager accounts in collaboration. The update was implemented as a concise, single-commit change, improving onboarding and reducing potential support queries.
November 2025 monthly summary for pupil-labs/pupil-docs focused on aligning product branding, navigation reliability, UI consistency, and user instructions with the updated design and cloud plan offerings. Delivered multiple branding and navigation improvements, updated UI assets and documentation, and clarified marker detection guidance across digital displays.
November 2025 monthly summary for pupil-labs/pupil-docs focused on aligning product branding, navigation reliability, UI consistency, and user instructions with the updated design and cloud plan offerings. Delivered multiple branding and navigation improvements, updated UI assets and documentation, and clarified marker detection guidance across digital displays.
October 2025 - Pupil Docs: Documentation-focused improvements delivering clearer guidance for AOI usage and playback timelines. Added dynamic AOI integration context for SAM2 segmentation and Neon eye tracker; updated AOI editor tutorial link; converted warnings to informational notes to reduce confusion. Refined Playback Timeline Documentation in Pupil Cloud to clarify playback speed settings. These changes improve developer onboarding, reduce support load, and accelerate integration.
October 2025 - Pupil Docs: Documentation-focused improvements delivering clearer guidance for AOI usage and playback timelines. Added dynamic AOI integration context for SAM2 segmentation and Neon eye tracker; updated AOI editor tutorial link; converted warnings to informational notes to reduce confusion. Refined Playback Timeline Documentation in Pupil Cloud to clarify playback speed settings. These changes improve developer onboarding, reduce support load, and accelerate integration.
August 2025: Delivered targeted documentation enhancements for pupil-labs/pupil-docs focused on gaze mapping with computer vision tools. The updates clarify how to map gaze to objects and poses, include guidance for real-time versus post-hoc analyses, and provide integration examples with external CV tools to accelerate researchers' workflows. Minor documentation grammar improvements were completed to improve clarity and reduce onboarding friction. The combined work improves accessibility, accelerates adoption of gaze-mapping features, and reinforces our commitment to researcher-centric tooling.
August 2025: Delivered targeted documentation enhancements for pupil-labs/pupil-docs focused on gaze mapping with computer vision tools. The updates clarify how to map gaze to objects and poses, include guidance for real-time versus post-hoc analyses, and provide integration examples with external CV tools to accelerate researchers' workflows. Minor documentation grammar improvements were completed to improve clarity and reduce onboarding friction. The combined work improves accessibility, accelerates adoption of gaze-mapping features, and reinforces our commitment to researcher-centric tooling.
July 2025 monthly summary for pupil-labs/pupil-docs: Focused on improving documentation clarity around the RIM tutorial and Neon Player data export, delivering targeted updates to reduce onboarding friction and support queries. The work enhances user experience and maintains accurate data-export expectations, contributing to overall product reliability and developer experience.
July 2025 monthly summary for pupil-labs/pupil-docs: Focused on improving documentation clarity around the RIM tutorial and Neon Player data export, delivering targeted updates to reduce onboarding friction and support queries. The work enhances user experience and maintains accurate data-export expectations, contributing to overall product reliability and developer experience.
June 2025 performance summary for pupil-labs/pupil-docs focused on delivering user-centric documentation improvements, infrastructure-friendly refactors, and UI/documentation quality enhancements that directly drive developer efficiency and product adoption.
June 2025 performance summary for pupil-labs/pupil-docs focused on delivering user-centric documentation improvements, infrastructure-friendly refactors, and UI/documentation quality enhancements that directly drive developer efficiency and product adoption.
Month 2025-05: Focused on strengthening developer-facing documentation and expanding hardware support in pupil-docs, while improving maintainability and cloud capabilities. Delivered clear guidance for eyetracking usage, introduced experimental device support, and refined hardware compatibility notes to reduce onboarding time and support overhead.
Month 2025-05: Focused on strengthening developer-facing documentation and expanding hardware support in pupil-docs, while improving maintainability and cloud capabilities. Delivered clear guidance for eyetracking usage, introduced experimental device support, and refined hardware compatibility notes to reduce onboarding time and support overhead.
April 2025 monthly summary for the pupil-docs repository. Focused on delivering targeted documentation updates to support Neon audio integration, Neon Player 5.0.0 changes, scanpath visualization, Mapping Correction workflows, and OBS integration guidance. No major bugs fixed this month. The updates improve developer onboarding, clarify data loading requirements, standardize terminology, and enhance the overall usability of documentation for cross-tool integrations and eye-tracking data alignment.
April 2025 monthly summary for the pupil-docs repository. Focused on delivering targeted documentation updates to support Neon audio integration, Neon Player 5.0.0 changes, scanpath visualization, Mapping Correction workflows, and OBS integration guidance. No major bugs fixed this month. The updates improve developer onboarding, clarify data loading requirements, standardize terminology, and enhance the overall usability of documentation for cross-tool integrations and eye-tracking data alignment.
Concise monthly summary for 2025-03 focusing on the pupil-docs repository efforts related to eye-tracking documentation. The principal work centered on enhancing documentation quality, clarity, and consistency for real-time gaze data and related visualizations, with traceable changes implemented via multiple commits.
Concise monthly summary for 2025-03 focusing on the pupil-docs repository efforts related to eye-tracking documentation. The principal work centered on enhancing documentation quality, clarity, and consistency for real-time gaze data and related visualizations, with traceable changes implemented via multiple commits.
February 2025 (2025-02) — Pupil Docs repository (pupil-labs/pupil-docs). Focused on clarifying data semantics, stream accessibility, and device rollback guidance to reduce ambiguity and onboarding time. Delivered three documentation features, with clear unit/coordinate details for eye-tracking data, robust Android rollback steps across versions, and a streamlined view of data stream availability. While no major defects were closed this month, the improvements reduce support load and accelerate developer onboarding, with concrete, reviewable commits documented.
February 2025 (2025-02) — Pupil Docs repository (pupil-labs/pupil-docs). Focused on clarifying data semantics, stream accessibility, and device rollback guidance to reduce ambiguity and onboarding time. Delivered three documentation features, with clear unit/coordinate details for eye-tracking data, robust Android rollback steps across versions, and a streamlined view of data stream availability. While no major defects were closed this month, the improvements reduce support load and accelerate developer onboarding, with concrete, reviewable commits documented.
November 2024: Documentation-focused sprint in pupil-docs delivering targeted clarifications and improvements across gaze mode, heatmaps, event automation, and egocentric video mapping docs. These changes enhance developer onboarding, reduce interpretation errors, and improve maintainability of documentation assets and tooling (Pupil Cloud, heatmaps, and GPT-4o-based automation).
November 2024: Documentation-focused sprint in pupil-docs delivering targeted clarifications and improvements across gaze mode, heatmaps, event automation, and egocentric video mapping docs. These changes enhance developer onboarding, reduce interpretation errors, and improve maintainability of documentation assets and tooling (Pupil Cloud, heatmaps, and GPT-4o-based automation).

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