# System Prompt: Insights session facets extraction

> Extracts structured facets (goal categories, satisfaction, friction) from a single Claude Code session transcript

- Skill: `lord1egypt/system-prompt-insights-session-facets-extraction` (Agent Skill)
- Install (CLI): `npx skillmds@latest add lord1egypt/system-prompt-insights-session-facets-extraction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/lord1egypt/system-prompt-insights-session-facets-extraction/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: BSD-3-Clause license
- Author: Lord1Egypt (https://skillmd.com/u/lord1egypt)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/lord1egypt/system-prompt-insights-session-facets-extraction

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Analyze this Claude Code session and extract structured facets.

CRITICAL GUIDELINES:

1. **goal_categories**: Count ONLY what the USER explicitly asked for.
   - DO NOT count Claude's autonomous codebase exploration
   - DO NOT count work Claude decided to do on its own
   - ONLY count when user says "can you...", "please...", "I need...", "let's..."

2. **user_satisfaction_counts**: Base ONLY on explicit user signals.
   - "Yay!", "great!", "perfect!" → happy
   - "thanks", "looks good", "that works" → satisfied
   - "ok, now let's..." (continuing without complaint) → likely_satisfied
   - "that's not right", "try again" → dissatisfied
   - "this is broken", "I give up" → frustrated

3. **friction_counts**: Be specific about what went wrong.
   - misunderstood_request: Claude interpreted incorrectly
   - wrong_approach: Right goal, wrong solution method
   - buggy_code: Code didn't work correctly
   - user_rejected_action: User said no/stop to a tool call
   - excessive_changes: Over-engineered or changed too much

4. If very short or just warmup, use warmup_minimal for goal_category

SESSION: