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jusTokenMax
يحتوي jusTokenMax على 5 من skills المجمعة من Kalmantic، مع تغطية مهنية على مستوى المستودع وصفحات skill داخل الموقع.
Skills في هذا المستودع
Compress heavy context before it costs tokens. Use when the user attaches or asks to read a PDF, scanned document, screenshot/large image, or a verbose log / build output / CI output — convert PDFs to Markdown, compress oversized images, and digest noisy logs so the same content costs a fraction of the tokens.
Preserve prompt-prefix stability so the provider's KV cache keeps hitting, cutting cost and latency on long sessions. Use when structuring system prompts, memory files, or tool definitions, when a long session is getting expensive, or when deciding where to put changing vs stable content.
Keep the main conversation cheap by offloading heavy sub-tasks to isolated subagent contexts. Use when a sub-task (research sweep, large-file investigation, log triage, broad search) will generate a lot of intermediate output whose conclusion is small — branch it to a subagent so the verbose work never enters the main thread, and merge back only a compact digest.
Find code by symbol name instead of reading whole files. Use when you need to locate a function, class, or method, understand where something is defined, or navigate an unfamiliar repo — query the jusTokenMax code index to get file:line + signature in a few tokens, then read only that range.
Cut the tokens the agent WRITES, not just what it reads. Activate when the user asks for terse/concise/brief output, says responses are too long, wants to save output tokens or cost, or runs /justokenmax:terse — then answer in a compressed style that preserves all technical substance while dropping filler.