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Keep input small. Use before any Read or Grep call when context budget tight.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Quick reference for src/vramgeist/calc.py — formulas, public functions, gotchas. Use before editing calc.py.
Quick reference for src/vramgeist/gguf.py parser. Use before editing gguf.py or adding new metadata keys.
Pick next unfinished task from TASK_BOARD.md. Use at start of every session and after finishing one task.
One-page repo layout. Use to locate files without globbing. First skill to invoke after pick-task.
Required end-of-response format. Use before submitting any response that edited files.
Break a Tier 3 (🔴) task into 3-5 Tier-2-shaped sub-tasks before editing. Use whenever picked task is Tier 3.
| name | context-guard |
| description | Keep input small. Use before any Read or Grep call when context budget tight. |
Gemma4:e4b default Ollama window = 4096 tokens. Treat as scarce.
ollama ps → CONTEXT column.Grep -n <pattern> <path> with head_limit=20.Read <path> offset=N limit=40 (slice, never whole file).Glob for file discovery, not directory listing of contents.Read only if file < 150 lines.Do NOT silently expand. Propose to user (see GEMMA_WORK_RULES.md §9.3):
options.num_ctx (safe, ephemeral)./save or Modelfile (needs user OK).OLLAMA_CONTEXT_LENGTH env var (needs restart, user OK).Quote the exact command, state VRAM cost (KV cache ~2x per doubling).