Learn
Correct or translate text for language learning. Detailed scoring, error analysis, and alternatives.From its SKILL.md
npx -y skills add yu-3in/claude-lang-coach --skill learnAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 4 stars4 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
3.4 KB, as published. Nobody here has run it
Language Coach — Learn
1. Load config
Read ~/.claude-lang-coach/config.json via Bash.
If missing, tell the user: /lang-coach:setup ja en
2. Check for "last" mode
If the argument is last:
- Find the most recent correction:
ls -t ~/.claude-lang-coach/corrections/*.json | head -1 - Read it
- Re-analyze the
inputfield with full detail (step 3) - Skip saving (already saved)
3. Analyze
Detect whether input is in target or native language. Correct like a friendly native speaker — prioritize natural, idiomatic expression.
Target language → Correction:
- Detect errors (grammar, vocabulary, tense, spelling, collocation)
- Corrected text
- Explain each error in native language
- Score (0-100): Accuracy, Fluency, Naturalness, Overall
- 2-3 alternatives
- If error-free, note what was done well
Native language → Translation coaching:
- Most natural translation
- 2-3 variants (casual / formal / advanced) with nuance
- Grammar points
- Key vocabulary
4. Save
cat << 'JSONEOF' | ~/.claude-lang-coach/save-correction.sh
{
"timestamp": "ISO 8601",
"native_language": "...",
"target_language": "...",
"input_type": "target|native",
"input": "original text",
"result": {
"output_text": "corrected or translated text",
"errors": [{"type":"...","original":"...","corrected":"...","explanation":"...","severity":"high|medium|low"}],
"score": {"accuracy":0,"fluency":0,"naturalness":0,"overall":0},
"feedback": "...",
"alternatives": ["..."]
}
}
JSONEOF
5. Display
Localize labels to native language:
| Key | en | ja | ko | zh | fr | de | es |
|---|---|---|---|---|---|---|---|
| accuracy | Accuracy | 正確さ | 정확성 | 准确性 | Précision | Genauigkeit | Precisión |
| fluency | Fluency | 流暢さ | 유창성 | 流畅度 | Fluidité | Flüssigkeit | Fluidez |
| naturalness | Naturalness | 自然さ | 자연스러움 | 自然度 | Naturel | Natürlichkeit | Naturalidad |
| overall | Overall | 総合 | 종합 | 综合 | Global | Gesamt | General |
Score bars: █░ 20 segments. Severity: ▲ high · ● medium · ○ low.
Correction:
✗ {original} ✓ {corrected}
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ {Accuracy} {n} {████████████████████} ┃
┃ {Fluency} {n} {████████████████████} ┃
┃ {Naturalness} {n} {████████████████████} ┃
┣━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┫
┃ ★ {Overall} {n} {████████████████████} ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
| Before → After | Why | |
|---|---|---|
| ▲ | {orig} → {fixed} | {explanation} |
Translation:
{native text} → {main translation}
| Style | Translation | Nuance |
|---|---|---|
| 💬 Casual | {text} | {note} |
| 📝 Formal | {text} | {note} |
| 🎯 Advanced | {text} | {note} |