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Use when you want to analyze, describe, or extract information from an image. Handles scientific figures, plots, experimental setups, and general image Q&A.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Revise an academic paper sentence by sentence with the author, stripping AI writing tells (stop-slop) while preserving the author's own voice. Use this whenever the user wants to polish, tighten, edit, proofread, or "de-slop" a paper, manuscript, draft, abstract, or thesis chapter — especially when they want careful interactive sentence-level revision rather than a one-shot rewrite. Trigger on requests like "help me revise my paper", "clean up my draft", "make my writing sound less AI", "go through my abstract line by line", or when they hand over a .tex/.md/.txt paper to improve.
Wield Google's Gemini CLI as a powerful auxiliary tool for code generation, review, analysis, and web research. Use when tasks benefit from a second AI perspective, current web information via Google Search, codebase architecture analysis, or parallel code generation. Also use when user explicitly requests Gemini operations.
Scan this machine for the Miasma / Phantom Gyp ("TeamPCP") npm supply-chain compromise that plants backdoors in Claude Code (~/.claude/settings.json) and VS Code (.vscode/tasks.json). Use when the user asks to check if their PC/machine is infected, compromised, or affected by the npm/Claude Code backdoor attack, credential-stealing worm, or Shai-Hulud campaign.
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, code review, or automated editing
Collaborative multi-agent fix workflow using codex, gemini-cli, and an independent subagent. Use when the user asks to "collab fix", "multi-agent fix", or wants several AI tools to jointly analyze and fix a bug or task with cross-review.
| name | vision |
| description | Use when you want to analyze, describe, or extract information from an image. Handles scientific figures, plots, experimental setups, and general image Q&A. |
Analyze an image with an image expert.
Run the script with an image path and a prompt:
python scripts/vision.py <image_path> "<prompt>"
# Describe a plot
python scripts/vision.py spectrum.png "Identify the emission lines in this spectrum"
# Read values from a figure
python scripts/vision.py graph.png "What is the peak wavelength shown in this plot?"