weekly-ai-workflow-reviewlisted
Install: claude install-skill KirKruglov/claude-skills-kit
# Weekly AI Workflow Review
This skill analyzes weekly notes about tasks delegated to Claude and produces a structured reflection report: what worked, what needed rework, recurring task types, and recommended prompt templates for the next week.
**Input:**
- Markdown file or pasted text with weekly Claude task log (task descriptions, prompts or their summaries, outcomes: used / edited / discarded)
**Output:**
- Structured markdown reflection report (inline in chat or saved as `weekly-ai-review-YYYY-MM-DD.md` on request)
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## Language Detection
Detect the user's language from their message:
- If Russian (or contains Cyrillic): respond in Russian
- If English (or other Latin-script language): respond in English
- If ambiguous: respond in the language of the trigger phrase used
**Localization note:** When responding in Russian, translate all section headers and prompts in the Output Format template:
- "Weekly AI Workflow Review" → "Еженедельный обзор AI-рабочего процесса"
- "Period" → "Период", "Tasks analyzed" → "Задач проанализировано"
- "Patterns of the Week" → "Паттерны недели"
- "What Worked Well" → "Что работало хорошо"
- "Areas for Improvement" → "Зоны улучшения"
- "Recommended Prompt Templates" → "Рекомендованные промпт-шаблоны"
- "Takeaway" → "Итог"
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## Instructions
### Step 1: Validate and Parse Input
1. Check that input contains at least 1 task description or prompt
- If input is empty or contains only a file header: stop and return: "Task log not fo