القائمة
Use when local Copilot/Qwen tool calls fail, malformed tool JSON appears, tools are skipped, or LLM Gateway agent mode is flaky.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when local Copilot/Qwen/LLM Gateway hits prompt bloat, context limits, slow prefill, timeouts, or 24GB GPU token-budget issues.
Use when local Qwen, llama-server, or ik_llama.cpp dies, stalls, times out, OOMs, cancels, or needs log-based failure diagnosis.
Use when a local-agent coding task needs minimal repo context, targeted file discovery, compact search, or a small implementation brief.
Use when a local Copilot/Qwen chat is too long and needs compaction, checkpointing, restart, or a handoff summary.
Use when local Qwen/Copilot should delegate isolated research, review, or summarization to subagents without bloating parent context.
| name | local-tool-reliability |
| description | Use when local Copilot/Qwen tool calls fail, malformed tool JSON appears, tools are skipped, or LLM Gateway agent mode is flaky. |
| argument-hint | [tool-call symptom or error message] |
Debug and stabilize local-model tool calling before changing application code.
llama-server is running and /v1/models responds.github.copilot.llm-gateway.agentTemperature: 0.0 for tool mode.parallelToolCalling: false for Qwen.enableToolCalling: true unless isolating a basic chat failure.requestTimeout for large local prompts.--jinja).preserve_thinking: true).qwen3_coder tool parser where available.q8_0 when reliability matters.Return: