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sparkx-ads-structure-analysis

100 / 100 · Low risk

Fine to try.

By infometa/workbuddyskills (GitHub) · marketing · 443 stars · scanned at commit 33b6151

Analyze how ad spend and efficiency break down across a structural dimension — campaign type (SP/SB/SD), marketplace/site, portfolio, weekday-vs-weekend, or hour-of-day — and diagnose where spend share and efficiency don't match (over-invested underperformers, under-invested strong performers). Optional sub-scenarios: SP deep-dive (manual vs auto targeting), SB new-to-brand focus. Use when the user asks "我 SP/SB/SD 结构合理吗", "各站点谁强", "SB 新客到底行不行", "工作日和周末哪个好", "structure analysis", "campaign type…

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/'sparkx-ads-structure-analysis' ] || [ -L ~/.agents/skills/'sparkx-ads-structure-analysis' ]; then echo 'A skill folder named sparkx-ads-structure-analysis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/infometa/workbuddyskills' "$d" && git -C "$d" checkout --quiet '33b6151ccee9aa0816c6f32d021be77d82772755' -- 'connectors/sparkx-ai-mcp/skills/sparkx-ads-structure-analysis' && mkdir -p ~/.agents/skills && cp -R "$d"/'connectors/sparkx-ai-mcp/skills/sparkx-ads-structure-analysis' ~/.agents/skills/'sparkx-ads-structure-analysis' && 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/'sparkx-ads-structure-analysis' ~/.claude/skills/'sparkx-ads-structure-analysis' (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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