From Tokna
Optimize your AI development lifecycle for peak performance and minimal spend. This skill combines real-time turn optimization (latency, throughput, caching) with a final deep-structural audit to ensure your AI code and agent workflows are high-performance, engineering-grade, and cost-efficient.
How this skill is triggered — by the user, by Claude, or both
Slash command
/Tokna:tokna-skillThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Optimize your AI development lifecycle for peak performance and minimal spend. This skill combines real-time turn optimization (latency, throughput, caching) with a final deep-structural audit to ensure your AI code and agent workflows are high-performance, engineering-grade, and cost-efficient.
Optimize your AI development lifecycle for peak performance and minimal spend. This skill combines real-time turn optimization (latency, throughput, caching) with a final deep-structural audit to ensure your AI code and agent workflows are high-performance, engineering-grade, and cost-efficient.
Automatically enforces engineering best practices during the development loop:
Automatically triggers a deep check before code is submitted.
Stop Hook Performance Gate: When the model finishes a task, Tokna runs 220+ specialized Semgrep rules against the new code.scan_repo.py <path>
Force a manual audit of the current directory for all cost regression vectors.
analyze_cost.py <snippet_or_file>
Analyze a specific piece of code or an LLM call configuration for cost risks.
Vision: "Performance Engineering for the Agentic Era." Moat: Powered by Nick's experience in Capacity Engineering at Google and Salesforce. Rules are updated daily via the Tokna research pipeline.
Tokna: Maximized performance. Reduced spend. You focus on building.
Provides behavioral guidelines to reduce common LLM coding mistakes, focusing on simplicity, surgical changes, assumption surfacing, and verifiable success criteria.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub nroan117/tokna-skill --plugin tokna