Cut financial data token burn by 90% using the PTC pattern with MCP servers.
66 architecture tickets shipped in 4 hours using Claude Code
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🔥 Grainulator: Claude Code's Fact-Checking EngineTransforms Claude Code into a research engine that verifies its output with typed claims and confidence scoring. Use it to ensure AI-generated content is accurate and reliable. ✨ SciAgent-Skills: Bioinformatics on Demand
Add 197 bioinformatics skills to Claude Code without extra setup. This empowers researchers to leverage Claude's capabilities in specialized fields instantly. 📈 3-Tier Compaction: Token Efficiency Boost
Claude Code's new compaction system preserves conversation context while optimizing token usage, making long sessions more cost-effective.
Best Practices
Use session hooks to enforce CLAUDE.md rules automatically.Before: Manual rule enforcement was prone to errors. After: Automated hooks ensure rules are consistently applied, reducing oversight. Install Kerf-CLI to track and manage Claude Code spending.
Before: Unchecked spending on Opus. After: Kerf-CLI provides a cost dashboard that enforces budgets and identifies waste. Swap large plugins for lightweight Rust MCP servers to save resources.
Before: High memory usage with bulky plugins. After: 95% reduction in memory use with efficient Rust MCP servers.
Tools & MCP
Vulnetix VDB — Real-time package security scanning — catch vulnerabilities as you code. Hazmat — Secures `--dangerously-skip-permissions` for macOS — boosts autonomy safely. Agentic Copilot — Run Claude Code inside Obsidian — eliminate context switching.Multi-Agent Patterns
PTC PatternWraps MCP servers in Python modules for in-workspace data processing, reducing token burn by 90%. Claude Managed Agents
Turns long-running agents into API calls, simplifying durable app development. Autonomous Kanban Execution
Connect Claude Code to EClaw for seamless task execution and reporting.
Community Requests
- Native MCP server benchmarking tool
- Real-time Claude Code performance analytics
