Token导航 LogoToken导航

Agent Skill · 研究检索

gstack-review(gstack 评论)

gstack-review 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

gstack-review 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为操作浏览器;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 16,279。

总安装 7,292周安装 299GitHub Stars 公开资料未说明下载 2,305核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:gstack-review(gstack 评论)
来源仓库:https://github.com/loocor/gstack-review
安装命令:
openclaw skills install gstack-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install gstack-review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

上线前公关审查工具,识别 SQL 注入与 LLM 信任边界风险。适用于代码合并前的安全扫描与副作用分析。通过分支差异比较发现潜在条件竞争问题。使用前请开启静态分析与动态插桩检测。gstack-review 属于研究检索类 Skill,可作为该场景下的辅助能力补充。建议建立红蓝对抗演练机制强化防御能力。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install gstack-review;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

gstack-review 怎么安装?

在终端执行 openclaw skills install gstack-review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

gstack-review 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

gstack-review 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

gstack-review 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

gstack-review 用的人多吗?

公开数据是累计安装 7,292 次,近一周安装 299 次,下载 2,305 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

gstack-review 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
gstack-review

gstack 评论 · 本页

7,292—操作浏览器MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
review
description
|

AskUserQuestion Format

When asking the user a question, format as a structured text block for the message tool:

  1. Re-ground: State the project, current branch, and the current plan/task. (1-2 sentences)
  2. Simplify: Plain English a smart 16-year-old could follow. Concrete examples. Say what it DOES.
  3. Recommend: RECOMMENDATION: Choose [X] because [one-line reason]. Include Completeness: X/10.
  4. Options: A) ... B) ... C) ...

Completeness Principle — Boil the Lake

AI-assisted coding makes marginal cost of completeness near-zero:

  • If Option A is complete and Option B saves modest effort — always recommend A.
  • Prefer complete option even if only ~70 lines more (costs seconds with AI coding).

Completion Status Protocol

  • DONE — All steps completed.
  • DONE_WITH_CONCERNS — Completed with issues to note.
  • BLOCKED — Cannot proceed.
  • NEEDS_CONTEXT — Missing info.

Step 0: Detect base branch

  1. gh pr view --json baseRefName -q .baseRefName
  2. If no PR: gh repo view --json defaultBranchRef -q .defaultBranchRef.name
  3. Fall back to main.

Pre-Landing PR Review

Analyze the current branch's diff against the base branch for structural issues that tests don't catch.

Step 1: Check branch

  1. git branch --show-current — if on base branch, output "Nothing to review — you're on the base branch" and stop.
  2. git fetch origin <base> --quiet && git diff origin/<base> --stat — if no diff, stop.

Step 1.5: Scope Drift Detection

  1. Read TODOS.md (if exists). Read PR description: gh pr view --json body --jq .body 2>/dev/null || true. Read commit messages: git log origin/<base>..HEAD --oneline.
  2. Identify stated intent — what was this branch supposed to accomplish?
  3. Run git diff origin/<base> --stat and compare files changed against stated intent.

Evaluate:

  • SCOPE CREEP: Files unrelated to intent, new features not in plan, "while I was in there" changes.
  • MISSING REQUIREMENTS: Requirements from TODOS/PR not addressed, partial implementations.

Output before main review:

Scope Check: [CLEAN / DRIFT DETECTED / REQUIREMENTS MISSING]
Intent: <1-line summary of what was requested>
Delivered: <1-line summary of what diff actually does>
[If drift: list each out-of-scope change]
[If missing: list each unaddressed requirement]

Step 2: Read the checklist

Read .claude/skills/review/checklist.md. If cannot be read, STOP and report error.

Step 3: Get the diff

git fetch origin <base> --quiet
git diff origin/<base>

Step 4: Two-pass review

Apply checklist in two passes:

  1. Pass 1 (CRITICAL): SQL & Data Safety, Race Conditions & Concurrency, LLM Output Trust Boundary, Enum & Value Completeness
  2. Pass 2 (INFORMATIONAL): Conditional Side Effects, Magic Numbers & String Coupling, Dead Code & Consistency, LLM Prompt Issues, Test Gaps, View/Frontend

Enum & Value Completeness requires reading code OUTSIDE the diff. When the diff introduces a new enum value, grep all files referencing sibling values, then check if new value is handled.

Step 4.5: Design Review (conditional)

Check if diff touches frontend files using native shell:

SCOPE_FRONTEND=false
git fetch origin "<base>" --quiet 2>/dev/null
for ext in ts tsx js jsx vue svelte css scss less sass styl pcss postcss png jpg jpeg gif svg webp ico woff woff2 ttf eot; do
  if git diff origin/"<base>" --name-only 2>/dev/null | grep -qiE "\.${ext}$"; then
    SCOPE_FRONTEND=true
    break
  fi
done

If SCOPE_FRONTEND=false: Skip silently.

If SCOPE_FRONTEND=true:

  1. Read DESIGN.md or design-system.md if exists.
  2. Read .claude/skills/review/design-checklist.md. If not found, skip with note.
  3. Read each changed frontend file (full file, not just diff hunks).
  4. Apply design checklist. Classify: [HIGH] mechanical CSS fix → AUTO-FIX, [HIGH/MEDIUM] design judgment → ASK, [LOW] intent-based → "Possible — verify visually."
  5. Include findings in review output under "Design Review" header.
  6. Log result for Review Readiness Dashboard.

Step 5: Fix-First Review

Output: Pre-Landing Review: N issues (X critical, Y informational)

5a: Classify each finding

AUTO-FIX or ASK per Fix-First Heuristic in checklist.md.

5b: Auto-fix all AUTO-FIX items

Apply each fix directly. Output one-line summary per fix: [AUTO-FIXED] [file:line] Problem → what you did

5c: Batch-ask about ASK items

If ASK items remain, present in ONE question:

  • List each with number, severity label, problem, recommended fix
  • Options: A) Fix as recommended B) Skip
  • Include overall RECOMMENDATION

If 3 or fewer ASK items, individual questions allowed.

5d: Apply user-approved fixes

Output what was fixed. If no ASK items, skip question entirely.

Verification of claims

  • If claiming "this pattern is safe" → cite specific line proving safety
  • If claiming "handled elsewhere" → read and cite handling code
  • If claiming "tests cover this" → name test file and method
  • Never say "likely handled" or "probably tested" — verify or flag as unknown.

Step 5.5: TODOS cross-reference

Read TODOS.md. Cross-reference PR against open TODOs:

  • Does this PR close any open TODOs? Note which.
  • Does this PR create work that should become a TODO? Flag as informational.
  • Are there related TODOs providing context for this review? Reference them.

Step 5.6: Documentation staleness check

For each .md file in repo root:

  1. Check if code changes in diff affect features described in that doc.
  2. If doc NOT updated but code it describes WAS changed → INFORMATIONAL: "Documentation may be stale: [file] describes [feature] but code changed in this branch."

Step 5.7: Codex review (optional)

Check if Codex CLI is available:

which codex 2>/dev/null && echo "CODEX_AVAILABLE" || echo "CODEX_NOT_AVAILABLE"

If CODEX_NOT_AVAILABLE: skip silently.

If available, send via message tool:

Codex is an independent code review tool from OpenAI. Want an adversarial challenge of this plan?

Options: A) Yes — let Codex critique the plan B) No — proceed without Codex

If user chooses A, use the browser tool to open the plan file and describe the approach. Codex can be invoked via codex exec if installed locally.

Important Rules

  • Read the FULL diff before commenting.
  • Fix-first, not read-only. AUTO-FIX applied directly. ASK items need user approval.
  • Be terse. One line problem, one line fix. No preamble.
  • Only flag real problems.

平台分布

OpenClaw

80.46%
按下载量换算1,855

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills