Token导航 LogoToken导航

Agent Skill · 研究检索

nanostack(nanostack 搜索)

nanostack 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

nanostack 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,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 50,810。

总安装 606周安装 25GitHub Stars 182下载 198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
unknown

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:nanostack(nanostack 搜索)
来源仓库:https://github.com/garagon/nanostack
仓库路径:skills/nanostack
安装命令:
npx skills add https://github.com/garagon/nanostack --skill nanostack
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/garagon/nanostack --skill nanostack

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。

nanostack 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词或任务场景进行信息检索的研究与筛选任务。通过关键词输入和来源线索匹配,输出结构化候选结果列表。安装前需确认权限范围及是否触发联网或文件读写操作。

建议结合原始 README 核验具体用法和维护状态。

来源仓库内路径:skills/nanostack

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/garagon/nanostack --skill nanostack;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

nanostack 怎么安装?

在终端执行 npx skills add https://github.com/garagon/nanostack --skill nanostack。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

nanostack 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

nanostack 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。

nanostack 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

nanostack 用的人多吗?

公开数据是累计安装 606 次,近一周安装 25 次,下载 198 次,GitHub 182 星。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。

nanostack 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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 Codex,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

  • 需要明确授权才能用到公司项目里的场景。
  • 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
nanostack

nanostack 搜索 · 本页

606182操作浏览器未明确有提醒

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

Nanostack — Engineering Workflow Skills

You have access to a set of composable engineering workflow skills. Each skill is a folder with supporting files — read them as needed for context.

Available Skills

SkillWhen to useModesKey files
/thinkBefore planning — strategic product thinking, premise validation, scope decisions.—think/references/forcing-questions.md, think/references/cognitive-patterns.md
/nanoBefore starting any non-trivial work. Produces a scoped, actionable plan.—plan/templates/plan-template.md
/reviewAfter code is written. Two-pass review + scope drift detection + conflict resolution.--quick --standard --thoroughreview/checklist.md, reference/conflict-precedents.md
/qaTo verify code works. Browser-based testing with Playwright, plus root-cause debugging.--quick --standard --thoroughqa/bin/screenshot.sh
/securityBefore shipping. OWASP Top 10 + STRIDE + variant analysis + conflict detection.--quick --standard --thoroughsecurity/references/owasp-checklist.md, security/templates/security-report.md
/shipTo create PRs, merge, deploy, and verify. Generates sprint journal on success.—ship/templates/pr-template.md
/guardWhen working near production, destructive operations, or sensitive systems.—guard/bin/check-dangerous.sh
/featureAdd a feature to an existing project. Skips /think, goes straight to plan → build → review → security → qa → ship.—feature/SKILL.md
/conductorOrchestrate parallel agent sessions through a sprint. Coordinate task claiming and artifact handoff.start claim complete statusconductor/bin/sprint.sh
/nano-runFirst-time setup. Configures stack, permissions, and preferences conversationally. Guides first sprint.—start/SKILL.md
/nano-helpQuick reference for all nanostack commands and how to use them.—help/SKILL.md

Workflow Order

The default workflow is: /think → /nano → build → /review → /qa → /security → /ship

With /conductor, review + qa + security run in parallel — they all depend on build, not on each other:

think → plan → build ─┬─ review  ─┐
                      ├─ qa       ├─ ship
                      └─ security ─┘

Activate /guard at any point when operating near production or sensitive systems.

Zen

Read ZEN.md for the full set of principles. When in doubt about a decision during any skill, consult it. The short version:

  • Question the requirement before writing the code.
  • Delete what shouldn't exist. Don't optimize what's left until you do.
  • Narrow the scope, not the ambition.
  • Fix it or ask. Never ignore it.
  • Security is not a tradeoff. It is a constraint.
  • The output should look better than what was asked for.

Intensity Modes

Skills /review, /security, and /qa support intensity modes:

ModeFlagWhenConfidence
Quick--quickTrivial changes (typos, config, docs)9/10 — only the obvious
Standard(default)Normal changes7/10 — anything reasonable
Thorough--thoroughCritical changes (auth, payments, infra)3/10 — flag everything suspicious

Skills auto-suggest a mode based on the diff, but the user always decides.

Artifact Persistence

Saving artifacts is not optional. Every skill must save its artifact after completing.

Skills automatically save their output to .nanostack/ after every run:

.nanostack/<phase>/<timestamp>.json

This enables:

  • Scope drift detection — /review compares planned vs actual files
  • Conflict detection — /review and /security cross-reference each other's findings
  • Sprint journals — /ship generates a journal entry from all phase artifacts
  • Trend tracking — Are security findings decreasing over time?

Auto-saving is on by default. The user can disable it by setting auto_save: false in .nanostack/config.json.

Artifacts are validated before saving: save-artifact.sh rejects invalid JSON, missing required fields (phase, summary), and phase mismatches.

To discard artifacts from a bad session: bin/discard-sprint.sh (removes artifacts and journal entry for the current project and date).

Conflict Resolution

When skills produce contradictory guidance (e.g., /review says "more error detail" but /security says "minimize error exposure"), the conflict resolution framework applies:

  1. Security has default precedence — unless the risk is theoretical or internal-only
  2. Context determines final precedence — public-facing app vs internal tool vs startup vs compliance
  3. Conflicts are documented, not silenced — every resolution is recorded in the skill artifact

Read reference/conflict-precedents.md for known conflict patterns and pre-defined resolutions.

Project Config

On first use in a project, run bin/init-config.sh --interactive to create .nanostack/config.json. This stores:

  • Installed agents — auto-detected (claude, codex, cursor, opencode, gemini)
  • Detected stack — node, go, python, docker
  • Preferences — default intensity mode, auto-save, conflict precedence

If config exists, read it at the start of any skill to adapt behavior:

bin/init-config.sh  # outputs current config or {} if none

Skills use config for:

  • /review, /qa, /security: read preferences.default_intensity instead of always defaulting to standard
  • /security: read preferences.conflict_precedence to determine who wins in cross-skill conflicts
  • /security: read detected to skip irrelevant checks (don't scan for Python vulns in a Go project)

Per-skill configs (security/config.json, guard/config.json) store skill-specific settings and are read by that skill only.

Universal Rules

  • Read before acting. Every skill must read the relevant code/diff/config before producing output. Never analyze blind.
  • Boil the lake, not the ocean. When completeness costs minutes more than shortcuts, do the complete thing. When it costs days, don't.
  • Log failures, not just successes. When something goes wrong during a skill (script error, wrong approach, unexpected project behavior), capture it: ~/.claude/skills/nanostack/bin/capture-failure.sh <skill> "<what went wrong>" "<what was tried>" "<what fixed it>" Failures compound into knowledge. Next sprint, the same mistake is avoided. This does not require /compound or a successful ship — just log and move on.

Proactive Triggers

Suggest skills when context matches — don't wait for the user to remember:

TriggerSuggest
User says "what should I build" / unclear on direction/think
Task touches 3+ files or user says "how should I approach this"/nano
User says "done", "finished", "ready for review"/review
User says "does this work", "test this", bug report/qa
Pre-ship, user says "ready to deploy", or diff touches auth/env/infra/security
User says "create PR", "merge", "ship it"/ship
Destructive commands, production access, or sensitive operations detected/guard

Usage Rules

  • Start with /think for new products or when the "what" is unclear
  • Run /nano before building anything that touches more than 3 files
  • Run /review on your own code — the adversarial pass catches what you missed
  • /security is not optional before shipping to production
  • /guard is on-demand — activate it, don't leave it always on
  • Skills compose: /qa can invoke /security checks, /ship can invoke /review

平台分布

Codex

32.03%
按下载量换算63

Claude

28.8%
按下载量换算57

Cursor

20.84%
按下载量换算41

Gemini CLI

9.81%
按下载量换算19

安全审计

Gen Agent Trust Hub

通过

Socket

可疑

Snyk

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