Context Optimization Techniques
Skill تحذيرApply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
This skill implements strategies like compaction, observation masking, KV-cache optimization, and context partitioning to enhance effective context capacity. It provides Python scripts for these techniques and detailed documentation on their implementation and performance considerations.
Maintenance
- critical:Commit recencyThere are no commits on the default branch, indicating the extension is likely unmaintained and poses a risk due to potential staleness or unaddressed issues.
التثبيت
npx skills add bilalmk/todo_correctيشغّل Vercel skills CLI (skills.sh) عبر npx — يتطلب وجود Node.js محليًا ووكيلًا واحدًا على الأقل متوافقًا مع skills (مثل Claude Code أو Cursor أو Codex). يفترض أن المستودع يتبع تنسيق agentskills.io.
امتدادات مماثلة
Context Degradation Patterns
95Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
Audit Speed
95Deep Core Web Vitals and page speed audit. Use when the user asks about page speed, Core Web Vitals, LCP, CLS, INP, FCP, TTFB, Lighthouse scores, why a page is slow, performance optimization, or resource size analysis. For broader technical SEO issues, see diagnose-seo.
Async Best Practices
95Async/await and Promise optimization guidelines. Use when writing, reviewing, or refactoring asynchronous code to eliminate waterfalls and maximize parallelism. Triggers on tasks involving data fetching, loaders, actions, or Promise handling.
JavaScript Best Practices
95JavaScript performance optimization guidelines. Use when writing, reviewing, or refactoring JavaScript/TypeScript code to ensure optimal performance patterns. Triggers on tasks involving loops, data structures, DOM manipulation, or general JS optimization.
AI Product Strategy
98Help users define AI product strategy. Use when someone is building an AI product, deciding where to apply AI in their product, planning an AI roadmap, evaluating build vs buy for AI capabilities, or figuring out how to integrate AI into existing products.
Academic Paper Review Skill
98Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".