# glowup-review-pipeline

驅動 Glow Up 美妝評論網站的完整資料管線——從 Threads/Google/小紅書抓評論，到用 Claude Code 本身當 LLM 做語言理解標記、Python 做加權計算，產出可重現的評分 CSV。務必在使用者提到「更新評分」「抓新資料」「跑評分」「幫我評分」「新增了XX小紅書/Threads/Google資料」「這個品項評分」或提到 route_reviews.py／score_reviews.py／parse_xhs.py 等本專案腳本名稱時觸發，引導 Claude Code 正確走完抓取→圖上心得補救→清洗→路由→評分六個步驟，而不是憑印象或單一步驟猜測。

- **Type:** Agent Skill
- **Trust:** 10/100 (F), scored on the remote rubric — Limited: the scan came back clean but coverage was partial, so the score sits below what full coverage would allow. Nothing was found.
- **Verification:** community-indexed — nobody has claimed this listing
- **Version:** 0.0.0
- **Author:** eugeneyu-dotcom
- **License:** Unknown
- **Source:** https://github.com/eugeneyu-dotcom/theglowmakeup/blob/main/.claude/skills/glowup-review-pipeline/SKILL.md

## Trust

10/100 (F), scored on the remote rubric — Limited: the scan came back clean but coverage was partial, so the score sits below what full coverage would allow. Nothing was found.
- Publisher verified: no
- Install scripts: not scanned
- Prompt-injection scan: not run
- Obfuscation scan: not run

## Security scan

Not scanned. This is a coverage gap, not a clean result — Forge asserts nothing about this entry's security posture.

## Install

This is an Agent Skill — a prompt, not an MCP server, so there is no client config to generate. Fetch it with forge_get_skill and install it with forge_add_skill.

## Blast radius

Contained blast radius — runs as a prompt.
- Floor 4, ceiling 4 (tier: contained)
- This is impact, not likelihood. A high radius is not a defect: a filesystem server is supposed to write files. It is never part of the trust score.

## Machine-readable views of this entry

- Signed JSON: https://forgeregistry.com/api/v1/packages/glowup-review-pipeline
- Install plan: https://forgeregistry.com/api/v1/packages/glowup-review-pipeline/install-plan
- Alternatives: https://forgeregistry.com/api/v1/alternatives/glowup-review-pipeline
- HTML page: https://forgeregistry.com/registry/glowup-review-pipeline
- MCP: POST https://forgeregistry.com/api/mcp → `forge_get_package` / `forge_install_plan`

## About this document

Generated by Forge (https://forgeregistry.com) — a compact rendering of the same record served, signed, at the JSON URL above. Trust and scan facts are the registry's own measurements; anything Forge did not measure is named as unmeasured rather than omitted.