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gap-prompting

100 / 100 · Low risk

Fine to try.

By justinlietz93/Perfect_Prompts (GitHub) · coding · 23 stars · scanned at commit ee649c7

Guided Autonomy Prompting (GAP) — a meta-methodology for AI-assisted software architecture. This skill operates in TWO modes. MODE A (Respond): When the user sends a GAP-structured prompt (collaborative framing + theoretical/system constraints + logical bridge + open architectural question), Claude activates deep architectural reasoning — analyzing the full codebase context before writing any code, treating named constraints as inviolable axioms, and designing the architecture before implementi…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'gap-prompting' ] || [ -L ~/.agents/skills/'gap-prompting' ]; then echo 'A skill folder named gap-prompting already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/justinlietz93/Perfect_Prompts' "$d" && git -C "$d" checkout --quiet 'ee649c7a56c5a002f8d9be0d2ee78eb9168f90a5' -- 'Skills/GAP_prompting_skill' && mkdir -p ~/.agents/skills && cp -R "$d"/'Skills/GAP_prompting_skill' ~/.agents/skills/'gap-prompting' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'gap-prompting' ~/.claude/skills/'gap-prompting' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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