← ClaudeAtlas

weekly-ai-workflow-reviewlisted

Analyze weekly Claude interaction notes to reveal delegation patterns, effective prompts, and optimization areas. Use for weekly AI workflow review, reflecting on Claude usage, improving prompts. Triggers: 'weekly ai workflow review', 'review my claude interactions', 'еженедельный обзор AI-задач', 'паттерны работы с Claude'.
KirKruglov/claude-skills-kit · ★ 9 · AI & Automation · score 82
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) --- ## 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" --- ## 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