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AI-Generated Change: - Model: claude-sonnet-4-6 - Intent: announce ovos-localize platform publicly; be transparent about AI-assisted development of both the platform and this post - Impact: new post covering GitHub-native architecture, context-aware editor, validation engine, Issues view, open ML datasets, and honest AI transparency note - Verified via: manual review Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
📝 WalkthroughWalkthroughA new blog post documenting OVOS Localize, a GitHub-based translation platform for OpenVoiceOS skills. The post describes the platform's architecture, translation workflow using GitHub Issues and Actions, dashboard features, validation rules for locale files, and integration with HuggingFace Datasets for ML training data distribution. Changes
Estimated code review effort🎯 1 (Trivial) | ⏱️ ~5 minutes Poem
🚥 Pre-merge checks | ✅ 2 | ❌ 1❌ Failed checks (1 inconclusive)
✅ Passed checks (2 passed)
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Actionable comments posted: 1
🧹 Nitpick comments (2)
_posts/2026-03-24-ovos-localize-github-native-translation.md (2)
26-29: Add language specifiers to fenced code blocks.The code blocks on lines 26-29 and 34-37 are missing language specifiers. Adding
textor another appropriate identifier improves syntax highlighting and accessibility.📝 Proposed fix
For lines 26-29:
-``` +```text turn {brightness} the {light_name}For lines 34-37: ```diff -``` +```text It is {temp} degrees {condition} in {location}</details> Also applies to: 34-37 <details> <summary>🤖 Prompt for AI Agents</summary>Verify each finding against the current code and only fix it if needed.
In
@_posts/2026-03-24-ovos-localize-github-native-translation.mdaround lines 26
- 29, The fenced code blocks containing the examples "turn {brightness} the
{light_name}" and "It is {temp} degrees {condition} in {location}" are missing
language specifiers; update each opening triple-backtick to include an
appropriate identifier (for exampletext) so they read like ```text to enable
proper syntax highlighting and accessibility for those code blocks.</details> --- `89-89`: **Capitalize "Markdown" as a proper noun.** The word "markdown" should be capitalized to "Markdown" when referring to the formatting language. <details> <summary>📝 Proposed fix</summary> ```diff -Translation quality issues need human judgment. The **"Report" button** in the Translation Quality tab opens a pre-filled issue in the skill's own repository with a markdown table of exactly which files and lines are affected — line numbers included where available. +Translation quality issues need human judgment. The **"Report" button** in the Translation Quality tab opens a pre-filled issue in the skill's own repository with a Markdown table of exactly which files and lines are affected — line numbers included where available. ``` </details> <details> <summary>🤖 Prompt for AI Agents</summary> ``` Verify each finding against the current code and only fix it if needed. In `@_posts/2026-03-24-ovos-localize-github-native-translation.md` at line 89, Update the sentence in the Translation Quality section that reads 'opens a pre-filled issue in the skill's own repository with a markdown table...' to capitalize the formatting term: change "markdown table" to "Markdown table" (locate the sentence referencing the "Report" button in the Translation Quality tab and edit that phrase). ``` </details> </blockquote></details> </blockquote></details> <details> <summary>🤖 Prompt for all review comments with AI agents</summary>Verify each finding against the current code and only fix it if needed.
Inline comments:
In@_posts/2026-03-24-ovos-localize-github-native-translation.md:
- Line 112: The blog post references nonexistent files—replace the
skills.txt
link with the correct data-driven references (mention the JSON-based sources
used by the project:repos.json,coverage.json, anddata/skills/{id}.json)
or remove the "Add your skill" instruction; also remove or update the
docs/whitepaper.mdlink to a valid docs page (e.g.,docs/index.md,
docs/local-development.md, ordocs/deployment.md) so all links point to
actual JSON files or existing docs pages and no broken references remain.
Nitpick comments:
In@_posts/2026-03-24-ovos-localize-github-native-translation.md:
- Around line 26-29: The fenced code blocks containing the examples "turn
{brightness} the {light_name}" and "It is {temp} degrees {condition} in
{location}" are missing language specifiers; update each opening triple-backtick
to include an appropriate identifier (for exampletext) so they read likeblocks. - Line 89: Update the sentence in the Translation Quality section that reads 'opens a pre-filled issue in the skill's own repository with a markdown table...' to capitalize the formatting term: change "markdown table" to "Markdown table" (locate the sentence referencing the "Report" button in the Translation Quality tab and edit that phrase).
ℹ️ Review info
⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro
Run ID:
631b5d98-e23e-4663-a3cf-9b1616ade731⛔ Files ignored due to path filters (1)
public/assets/blog/ovos-localize/thumb.pngis excluded by!**/*.png📒 Files selected for processing (1)
_posts/2026-03-24-ovos-localize-github-native-translation.md
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| - **Translate skills** at [openvoiceos.github.io/ovos-localize](https://openvoiceos.github.io/ovos-localize/). Filter by your language on the dashboard, pick a skill with low coverage, and contribute. | ||
| - **Check the Issues view** for your language. Low-diversity intent files and missing dialog variants are easy to fix if you're a native speaker. | ||
| - **Add your skill** by opening a PR to add your `org/repo` to [`skills.txt`](https://github.com/OpenVoiceOS/ovos-localize/blob/dev/skills.txt). The pipeline picks it up on the next daily run. |
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🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
# Check if referenced files exist in the ovos-localize repository
# Note: This assumes the repository is cloned or accessible
# Check for skills.txt
if gh api repos/OpenVoiceOS/ovos-localize/contents/skills.txt --jq '.name' 2>/dev/null; then
echo "✓ skills.txt exists"
else
echo "✗ skills.txt not found"
fi
# Check for whitepaper.md
if gh api repos/OpenVoiceOS/ovos-localize/contents/docs/whitepaper.md --jq '.name' 2>/dev/null; then
echo "✓ whitepaper.md exists"
else
echo "✗ whitepaper.md not found"
fiRepository: OpenVoiceOS/ovos-blogs
Length of output: 338
🌐 Web query:
OpenVoiceOS ovos-localize skills.txt file
💡 Result:
No evidence found of a "skills.txt" file specifically associated with ovos-localize in OpenVoiceOS. ovos-localize is a GitHub-native localization platform for OpenVoiceOS skills that scans 50+ OVOS skill repositories for locale files (.intent, .voc, .dialog, etc.) and generates data files in its data/ directory, including repos.json (skill index), coverage.json (language x skill coverage matrix), stats.json, validation.json, and per-skill JSON files like data/skills/{id}.json. These JSON files serve as the structured list/index of skills for localization purposes, updated daily via scripts/generate_data.py and GitHub Actions. No txt file named skills.txt appears in the repository descriptions or related sources. The OVOS Skills Store uses skills.json instead. If skills.txt exists, it may be generated locally or in an unindexed data file not captured in search results.
Citations:
- 1: https://github.com/OpenVoiceOS/ovos-localize
- 2: https://www.fileannex.com
- 3: https://github.com/OpenVoiceOS/OVOS-skills-store
- 4: https://github.com/OpenVoiceOS/OVOS-skills-store/blob/main/gen_skill_list.py
- 5: https://store.openvoiceos.org/search/
🌐 Web query:
OpenVoiceOS ovos-localize whitepaper.md docs directory
💡 Result:
The OpenVoiceOS ovos-localize project is a GitHub-native localization platform for OpenVoiceOS skills, hosted at https://github.com/OpenVoiceOS/ovos-localize. It features a docs directory containing Markdown documentation files, explicitly listed in the README as: - docs/index.md — Architecture and module reference - docs/local-development.md — Local development guide - docs/deployment.md — GitHub Pages + Actions setup No file named "whitepaper.md" exists in the project or its docs directory based on available sources. The project homepage is at https://openvoiceos.github.io/ovos-localize/, which likely serves the static SPA and generated data, but the raw docs are in the GitHub repo's docs/ directory on the dev branch.
Citations:
Update broken file references in the blog post.
The referenced files do not exist in the ovos-localize repository:
skills.txt(line 112): The project uses JSON data files (repos.json,coverage.json,data/skills/{id}.json) instead of askills.txtfile.docs/whitepaper.md(line 115): This file does not exist. The docs directory contains onlyindex.md,local-development.md, anddeployment.md.
Provide correct links or remove these references.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@_posts/2026-03-24-ovos-localize-github-native-translation.md` at line 112,
The blog post references nonexistent files—replace the `skills.txt` link with
the correct data-driven references (mention the JSON-based sources used by the
project: `repos.json`, `coverage.json`, and `data/skills/{id}.json`) or remove
the "Add your skill" instruction; also remove or update the `docs/whitepaper.md`
link to a valid docs page (e.g., `docs/index.md`, `docs/local-development.md`,
or `docs/deployment.md`) so all links point to actual JSON files or existing
docs pages and no broken references remain.
1 participant
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