
Over a two-month period, contributed two feature-rich tools to the 1c7/chinese-independent-developer repository, focusing on local automation and data analysis. Developed TimedSubs, an offline subtitle checker for SRT and VTT files that validates timecodes, detects overlaps, and applies safe auto-fixes for line breaks, leveraging Markdown for documentation and emphasizing privacy by avoiding file uploads. Subsequently, delivered AudienceCue, a YouTube comments downloader and audience analytics tool, enabling automated extraction and foundational insights for content strategy, with accessibility enhancements for Chinese-speaking users. The work demonstrated skills in local tooling, data parsing, and documentation, laying groundwork for future extensibility and broader format support.
Implemented AudienceCue: a YouTube Comments Downloader and Audience Analytics Tool for the 1c7/chinese-independent-developer project, enabling automated comment extraction and audience insights. Added to the project list with a Chinese link to facilitate access for Chinese-speaking stakeholders. Focus this month was on feature delivery and data capabilities; no major bugs fixed.
Implemented AudienceCue: a YouTube Comments Downloader and Audience Analytics Tool for the 1c7/chinese-independent-developer project, enabling automated comment extraction and audience insights. Added to the project list with a Chinese link to facilitate access for Chinese-speaking stakeholders. Focus this month was on feature delivery and data capabilities; no major bugs fixed.
June 2026: Delivered TimedSubs, a local subtitle checking tool for SRT/VTT that validates timecodes, overlaps, line length, and reading speed, with safe auto-fixes for long line breaks. The tool runs entirely offline, offering privacy-preserving validation without registration or file uploads. Delivered in repository 1c7/chinese-independent-developer via commit bacd0df1aa2cd9ba4937e73817177215a82ca51b (Add TimedSubs subtitle checker (#1046)). No critical bugs reported this month as the focus was feature delivery; early stability improvements and documentation were completed. Business impact: reduced manual QA time, improved subtitle quality for end users, and a solid foundation for future batch validation and additional formats. Technologies/skills demonstrated: local tooling, SRT/VTT parsing, timecode arithmetic, line-length and reading-speed heuristics, and offline-first auto-fix logic.
June 2026: Delivered TimedSubs, a local subtitle checking tool for SRT/VTT that validates timecodes, overlaps, line length, and reading speed, with safe auto-fixes for long line breaks. The tool runs entirely offline, offering privacy-preserving validation without registration or file uploads. Delivered in repository 1c7/chinese-independent-developer via commit bacd0df1aa2cd9ba4937e73817177215a82ca51b (Add TimedSubs subtitle checker (#1046)). No critical bugs reported this month as the focus was feature delivery; early stability improvements and documentation were completed. Business impact: reduced manual QA time, improved subtitle quality for end users, and a solid foundation for future batch validation and additional formats. Technologies/skills demonstrated: local tooling, SRT/VTT parsing, timecode arithmetic, line-length and reading-speed heuristics, and offline-first auto-fix logic.

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