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benmouad-ai/darija-word-captions
Word-by-word synced captions for Darija + English/French speech: STT + WhisperX forced alignment, rendered with HyperFrames or Remotion. An agent skill for Claude Code and Codex.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/darija-word-captions/SKILL.md
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Heat
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Individual skills in this repository
- darija-word-captions
skills/darija-word-captions
How it works
darija-word-captions
When your agent uses it
Word-by-word captions that stay in sync with speech that switches between Moroccan Darija, Arabic, French and English. Transcribes with a speech-to-text model, times every word with local forced alignment (WhisperX + wav2vec2), then renders the captions with HyperFrames or Remotion. Use when someone asks for word-by-word, karaoke-style or synced captions on a Darija or mixed-language talking video.
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
1,899 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Prerequisites
- Workflow
- Setup prompt
Scripts executed separately
scripts/align_words.py
Files
SKILL.mdcore7,331 bytesSKILL.mdcore7,331 bytesSKILL.mdcore7,331 bytesscripts/align_words.pyruns12,123 bytes
Read SKILL.md
# Darija word-by-word captions
Accurate captions need two models:
1. **Speech-to-text** writes the words.
2. **Forced alignment** gives every word the time it starts and ends.
Then an editing tool styles and renders the captions on the video.
Rules that keep the result accurate:
- Darija and Arabic stay in **Arabic script**. English and French stay in **Latin script**, exactly as spoken. Never translate, never transliterate.
- Timing comes **only** from acoustic alignment. Never spread words evenly across a sentence and never guess times. A word that cannot be aligned is reported, not invented.
- The displayed words never change to make alignment easier. Use pronunciation aliases instead (step 3).
---Skills included
- darija-word-captions
Repository facts
- License
- MIT
- Created
- Oct 12, 2026
- Last pushed
- Oct 12, 2026
- Forks
- 3
- Open issues
- 0
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 5, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 2 notes
skills/darija-word-captions/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/darija-word-captions/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 1 dangerous shell commandin 1 file: darija-word-captions/SKILL.md:28
- No network access
- 1 obfuscation signalin 1 file: darija-word-captions/scripts/align_words.py:36
- No instruction overrides
- 1 executable scriptin 1 file: darija-word-captions/scripts/align_words.py:1
- 1 reference to secretsin 1 file: darija-word-captions/SKILL.md:56
- No requests to vote in Hot
Show all 4 signals by file
skills/darija-word-captions/SKILL.md
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 4 facts
- Dangerous shell operation in prose of the SKILL.mddarija-word-captions/SKILL.md:28Low confidence
- Access to secrets in prose of the SKILL.md: a variable, placeholder or call, not a stored valuedarija-word-captions/SKILL.md:56Low confidence
- Executable script in code of a file that runsdarija-word-captions/scripts/align_words.py:1High confidence
- Possible obfuscation in code of a file that runsdarija-word-captions/scripts/align_words.py:36High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/darija-word-captions/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
