用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/expectedparrot/roboree --skill deduplicate命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
Phase 6 — Generate the REVIEW.md report by walking the append-only review tree. Optionally create GitHub Issues.
Add a custom issue spotter for the paper review. Describe what to look for and this will create the spotter file.
Phase 1 — Run the chunks x issue_spotters cross-product to find candidate issues. Uses edsl for parallel LLM review.
正在显示 SKILL.md
基于 SOC 职业分类
| name | deduplicate |
| description | Phase 3 — Deduplicate confirmed issues by writing a dedup.json mapping file. No files are moved or modified. |
| user-invocable | true |
| allowed-tools | Read, Write, Glob, Grep |
Run from the repo root. Requires investigated issues from Phase 2.
Scan for all directories that have both issue.json and investigation.json with "verdict": "confirmed" (or "uncertain").
For each confirmed issue, read issue.json (title, quoted_text, description, spotter) and investigation.json (location, category).
Cluster by:
For each cluster, pick a canonical representative (the one with the best evidence or most specific location).
Write a single file: .review/dedup.json
{
"clusters": [
{
"canonical": "chunks/intro-00-a3f2bc/undefined_symbols",
"members": [
"chunks/intro-00-a3f2bc/undefined_symbols",
"chunks/intro-01-b7c1de/undefined_symbols"
],
"reason": "Same issue: undefined kappa, overlapping chunks"
},
{
"canonical": "holistic/missing-robustness",
"members": ["holistic/missing-robustness"],
"reason": "Singleton"
}
],
"cross_references": {
"chunks/model-00-c4d5/methodology_errors": ["chunks/results-00-e6f7/overclaiming"]
}
}
Important: Paths in dedup.json are relative to .review/. The canonical path is used by downstream phases to identify which issues to process.
Do NOT modify or move any issue.json or investigation.json files. The dedup mapping is a separate overlay.
git add -A
git commit -m "review: deduplication — <N> canonical issues from <M> total confirmed"
Report: how many canonical issues remain, how many were merged, how many have cross-references.