Writing Practice Session
SkillCommunicationRun an interactive writing practice session (emails, letters, forms, short texts) with systematic error analysis, category-tagged corrections, and detailed feedback. Triggered only when the learner types /fluent-writing. Selects a scenario matched to mastery, lets the learner compose, then analyzes grammar, register, vocabulary, structure, and spelling before updating all databases.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Writing Practice Session skill
What this skill tells your AI
The instructions your AI receives, as published by m98/fluent in .claude/skills/fluent-writing/SKILL.md and read by ahel’s review.
Overview
Full-text writing practice with systematic correction. One scenario per session, detailed feedback broken down by severity and category, DB update at end. Mastery-driven scenario selection keeps the task at the right level — challenging, not frustrating.
When to Use
Trigger this skill only when the learner types /fluent-writing. The skill is gated with disable-model-invocation: true — a 15-20 min interactive session with DB writes should never start from an ambiguous prompt.
Skip this skill in favor of /fluent-vocab if the learner has not yet hit mastery 2 in basic vocabulary — writing needs a minimum word bank.
Instructions
1. Load context
python3 "${CLAUDE_PLUGIN_ROOT:-${CLAUDE_PROJECT_DIR:-.}}/.claude/hooks/read-db.py"
Need: learner-profile (level, target language, focus areas), mistakes-db (weak writing patterns), mastery-db (writing sub-skills).
2. Pick scenario type
From mastery-db.skills_mastery:
- Formal email (if
writing_formal_emailmastery < 4) - Informal email (if
writing_informal_email< 4) - Form filling (if
writing_forms< 4) - Newsletter / personal text (if overall writing < 3)
- Mixed scenarios (if all ≥ 4)
Scenarios must match the learner's CEFR level — A2 uses everyday situations, B1+ adds opinion / complaint / inquiry.
3. Present the task
## ✍️ Writing Exercise
**Scenario:** {clear description in native language}
**Task:** Write a {type} in {target_language}.
**Requirements:**
- Length: {X-Y} words
- Include: {must-include elements}
- Register: {formal / informal}
- Level: {CEFR}
{Optional: example structure for harder tasks}
**Write your {text_type} below:**
4. Wait for the full text
Don't correct mid-composition. Let the learner finish.
5. Systematic error analysis
Check every sentence for these categories:
- Grammar — word order, conjugation, clause structure, articles
- Formal/informal — register consistency
- Vocabulary — wrong word, English mixing, register-wrong synonyms
- Missing elements — greeting, closing, required fields
- Spelling — minor at A2, weightier at B2+
- Structure — organization, flow, paragraphing
Tag each finding with a severity: 🔴 critical, 🟡 moderate, 🟢 minor.
6. Detailed feedback
Diverges slightly from the standard fluent-feedback-formatter template because writing answers are multi-sentence. Use this variant:
## Feedback
### ✅ What You Did Well
- {strength 1}
- {strength 2}
### ❌ Areas to Improve
**Critical:** 🔴
- {issue}: "{wrong}" → **"{correct}"** — {why}
**Moderate:** 🟡
- {issue}: {explanation}
**Minor:** 🟢
- {spelling / punctuation}
### 📝 Corrected Version
{fully corrected text}
**Score: {X}/10**
**Breakdown:**
- Grammar: {Y}/10
- Vocabulary: {Z}/10
- Structure: {W}/10
- Communication: {V}/10
---
7. Optional rewrite
If score < 7, offer:
**Want to try again?** Rewriting with the corrections locks in the patterns.
Type "rewrite" to try again, or "next" to continue.
8. Session summary
## 📊 Writing Session Summary
**Text Type:** {type}
**Score:** {X}/10
**Key Takeaways:**
- {learning 1}
- {learning 2}
- {learning 3}
**Next Time:**
- Focus on: {weak pattern}
- Review: {relevant flashcards}
{target-language "well done"}! ✍️
9. Update all databases
Use the fluent-db-updater skill:
command_used: "/fluent-writing",skills_practiced: ["writing"]skill_scores.writing: {exercises: 1, correct: 1_if_score_≥_7_else_0, time_minutes}errors[]— one per distinct pattern found (dedupe; the script bumps frequency)focus_next_session[]— top 2 patterns to drill
Also save the exchange as /results/fluent-writing-session-{NNN}.md with the full task, the learner's original text, the corrected version, and the error table. The fluent-session-analyzer skill depends on this format.
Examples
Example 1 — formal email task (Dutch A2)
✍️ Writing Exercise
Scenario: You need to cancel a doctor's appointment you have on Thursday.
Task: Write a formal email to the doctor's office in Dutch.
Requirements:
- Length: 40-60 words
- Include: greeting, reason, request for new appointment, closing
- Register: formal
- Level: A2
Write your email below:
Learner: "Hallo, Ik schrijf je omdat ik kan niet komen op donderdag. Ik ben ziek. Kunnen we een andere dag afspreken? Bedankt, Mohammad"
Feedback
✅ What You Did Well
- Clear reason for cancellation.
- Correct request structure.
❌ Areas to Improve
Critical: 🔴
formal_informal: "Hallo" + "je" — formal email needs "Beste meneer/mevrouw" + "u". Mixed registers cost exam points.grammar: "ik kan niet komen" is OK standalone, but after "omdat" Dutch word order flips: "omdat ik niet kan komen".Moderate: 🟡
missing: no formal closing. Use "Met vriendelijke groet,".Minor: 🟢
- Capitalize "Donderdag"? Actually no — Dutch doesn't capitalize weekdays. You were right.
📝 Corrected Version
Beste meneer/mevrouw, Ik schrijf u omdat ik niet kan komen op donderdag. Ik ben ziek. Kunnen we een andere dag afspreken? Met vriendelijke groet, MohammadScore: 6/10
- Grammar: 6/10 — omdat word order tripped you up.
- Vocabulary: 8/10 — solid word choice.
- Structure: 5/10 — missing proper opening + closing.
- Communication: 7/10 — message was clear despite issues.
Critical Rules
- One scenario per session. Don't chain multiple writing tasks — depth over breadth.
- Wait for the full answer before correcting.
- Severity tagging is mandatory. Fed into
mistakes-dband drives spaced repetition priority. - Always save the session file in
/results/for later analysis byfluent-session-analyzer. - Never auto-invoke. This skill is gated; must fire only on explicit
/fluent-writing.
Language Reference
Dutch A2 patterns
Formal emails: always "u" (not "je"); open Beste meneer/mevrouw {NAME},; closing Met vriendelijke groet, + name.
Informal emails: "je" not "u"; open Hallo {NAME},; closing Groetjes, or Tot snel,.
Common mistakes: mixing formal/informal in one text; word order in omdat clauses (verb last); time expressions (om 10:00 uur, op dinsdag).
Add similar sections for other target languages as the learner needs them.
Signals
- GitHub stars
- 399
- Forks
- 57
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
fluent-writing- Source
- github.com/m98/fluent