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Auto-captures corrections and confirmations from every conversation → writes to ~/.claude/session-queue.jsonl → processed by Stop hook into memory files.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | auto-learn |
| description | Auto-captures corrections and confirmations from every conversation → writes to ~/.claude/session-queue.jsonl → processed by Stop hook into memory files. |
| allowed-tools | Bash, Write |
Every session: captures corrections ("no, don't do that") and confirmations ("yes, exactly")
→ writes learnings to ~/.claude/session-queue.jsonl
→ Stop hook processes into ~/.claude/projects/-Users-mc/memory/ as feedback/user memories
Runs on every prompt. Cannot be disabled. Feeds the memory system.
~/.claude/session-queue.jsonl — processed after each session by Stop hook
Orchestrates all 210 specialist agents simultaneously. Auto-discovers skills, MCP servers, repos. Used for comprehensive/360/full-analysis tasks.
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Universal Web Scraper
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