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Two-layer memory system with grep-based recall.
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
Two-layer memory system — read and update long-term facts, recall past events from conversation history.
Browser automation via Playwright MCP — navigate, click, fill forms, take screenshots, scrape pages, run E2E tests. Use when the user needs web automation, testing, or scraping JavaScript-rendered sites.
Structured code review — security, correctness, performance, maintainability. Use when asked to review code, a PR, or a diff.
Analyze CSV, JSON, Excel data; generate charts and reports. Use when the user provides data files or asks for statistics, charts, or data insights.
Deploy applications to cloud platforms — Fly.io, Railway, Vercel, or via SSH. Use when the user wants to publish, deploy, or release an application.
Build, run, and manage Docker containers and images. Use when the user asks about containers, Docker builds, logs, or deployment.
| name | memory |
| description | Two-layer memory system with grep-based recall. |
| always | true |
memory/MEMORY.md — Long-term facts (preferences, project context, relationships). Always loaded into your context.memory/HISTORY.md — Append-only event log. NOT loaded into context. Search it with grep. Each entry starts with [YYYY-MM-DD HH:MM].grep -i "keyword" memory/HISTORY.md
Use the Bash tool to run grep. Combine patterns: grep -iE "meeting|deadline" memory/HISTORY.md
Write important facts immediately using the Edit or Write tool:
After significant conversations, append a summary entry:
[2026-01-15 14:30] USER: Asked about project X. ASSISTANT: Explained architecture, recommended approach Y.
Use Bash to append: echo "[$(date '+%Y-%m-%d %H:%M')] ..." >> memory/HISTORY.md