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Agent Skill · 研究检索

discover-plugins(发现插件)

discover-plugins 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。

discover-plugins 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,权限为权限未标注;许可证信息还不明确,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 71,596。

总安装 194周安装 8GitHub Stars 33,909下载 63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:discover-plugins(发现插件)
来源仓库:https://github.com/ruvnet/ruflo
仓库路径:skills/discover-plugins
安装命令:
npx skills add https://github.com/ruvnet/ruflo --skill discover-plugins
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/ruvnet/ruflo --skill discover-plugins

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。

discover-plugins 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词或任务场景快速定位候选结果时使用。该技能暂无公开的 SKILL.md 说明文档,建议直接查看 GitHub 仓库获取更多信息。

使用时建议结合来源仓库和原始 README 核验具体用法,并确认是否涉及联网、命令执行或文件读写操作。安装前请检查权限范围、维护状态及潜在的资源访问行为,确保符合项目安全策略。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/discover-plugins

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/ruvnet/ruflo --skill discover-plugins;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

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

discover-plugins 怎么安装?

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

discover-plugins 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。

discover-plugins 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

discover-plugins 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。

discover-plugins 用的人多吗?

公开数据是累计安装 194 次,近一周安装 8 次,下载 63 次,GitHub 33,909 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。

discover-plugins 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 来源仓库有 33,909 星,维护活跃度相对可查。

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。
  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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。
  • 要求有安全扫描结论才肯安装的团队。
  • 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
discover-plugins

发现插件 · 本页

19433,909权限未标注未明确未收录

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
discover-plugins
description
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
argument-hint
[search-query]
allowed-tools
mcp__claude-flow__transfer_plugin-search mcp__claude-flow__transfer_plugin-info mcp__claude-flow__transfer_plugin-featured mcp__claude-flow__transfer_plugin-official mcp__claude-flow__transfer_store-search mcp__claude-flow__transfer_store-featured mcp__claude-flow__transfer_store-trending mcp__claude-flow__transfer_store-info mcp__claude-flow__guidance_discover mcp__claude-flow__guidance_recommend mcp__claude-flow__guidance_capabilities mcp__claude-flow__mcp_status Bash Read

Discover Plugins

Find and recommend ruflo plugins for your workflow.

When to use

When starting a new project, exploring ruflo capabilities, or wondering which plugins would help with your current task.

Steps

  1. Check installed — run ls plugins/ to see what's already installed
  2. Browse marketplace — call mcp__claude-flow__transfer_plugin-featured for recommended plugins
  3. Search by need — call mcp__claude-flow__transfer_plugin-search with keywords matching your task
  4. Get recommendations — call mcp__claude-flow__guidance_recommend with your current task description for personalized suggestions
  5. Check capabilities — call mcp__claude-flow__guidance_capabilities to see what each plugin enables
  6. Show details — call mcp__claude-flow__transfer_plugin-info for full plugin details

Plugin Catalog (32 plugins)

Core & Coordination — Start here

PluginWhen to useWhat it adds
ruflo-coreAlways — base layer for all Ruflo workMCP server, status, doctor, coder/researcher/reviewer agents
ruflo-swarmMulti-agent tasks (3+ files, features, refactors)Swarm topologies (hierarchical, mesh), Monitor streaming, worktree isolation
ruflo-autopilotAutonomous task completion without manual steering/loop-based autonomous execution, progress prediction, learning
ruflo-loop-workersRecurring background work (audits, optimization, mapping)12 background workers via /loop or CronCreate scheduling
ruflo-workflowsRepeatable multi-step processesWorkflow templates, parallel execution, conditional branching

Memory & Intelligence — Cross-session learning

PluginWhen to useWhat it adds
ruflo-agentdbSemantic search over code patterns, telemetry, decisionsAgentDB with HNSW vector search (150x-12,500x faster), RuVector embeddings
ruflo-rag-memorySimple key-value memory with searchStore/search/recall without full AgentDB setup
ruflo-rvfPortable memory export/import across machinesRVF format, session persistence, cross-platform transfer
ruflo-ruvectorVector embedding operations, HNSW indexing, clusteringONNX 384-dim embeddings, hyperbolic Poincare ball, k-means/DBSCAN clustering
ruflo-knowledge-graphEntity extraction, relation mapping, graph traversalPathfinder algo on AgentDB causal edges, code entity graphs
ruflo-intelligenceTask routing optimization, learning from outcomesSONA neural patterns, trajectory learning, model routing with confidence
ruflo-daaSelf-adapting agents that evolve behaviorDynamic Agentic Architecture, cognitive patterns, knowledge sharing

Architecture & Methodology — Build right

PluginWhen to useWhat it adds
ruflo-adrDocument architecture decisions, check complianceADR create/index/supersede, code-to-ADR linking, compliance checking on diffs
ruflo-dddDomain modeling, bounded context scaffoldingContext wizard, aggregate roots, domain events, anti-corruption layers, boundary validation
ruflo-sparcStructured development methodologySpecification-Pseudocode-Architecture-Refinement-Completion with quality gates

Quality & Security — Ship safely

PluginWhen to useWhat it adds
ruflo-security-auditBefore merging, after dependency changesCVE scanning, dependency vulnerability checks, security reports
ruflo-aidefenceProcessing user input, handling untrusted dataPrompt injection detection, PII scanning, adversarial defense
ruflo-testgenAfter implementing features, during refactorsTest gap detection, TDD London School workflow, coverage routing
ruflo-browserUI testing, web scraping, visual validationPlaywright automation — navigate, click, screenshot, validate

Development Tools — Build faster

PluginWhen to useWhat it adds
ruflo-jujutsuPR review, merge decisions, diff risk scoringDiff analysis, risk classification, reviewer recommendations
ruflo-docsAfter API changes, before releasesDoc generation, drift detection, API documentation
ruflo-ruvllmLocal LLM inference, custom model configsRuVLLM integration, MicroLoRA fine-tuning, chat formatting
ruflo-wasmSandboxed code execution, untrusted workloadsWASM agent sandboxing, community gallery
ruflo-plugin-creatorBuilding new ruflo pluginsScaffold structure, validate frontmatter, test MCP references
ruflo-migrationsDatabase schema changesSequential migration numbering, up/down pairs, dry-run, rollback validation
ruflo-observabilityLogging, tracing, metrics correlationStructured JSON logging, distributed tracing, agent-to-app telemetry correlation
ruflo-cost-trackerToken budget managementPer-agent cost attribution, model pricing, budget alerts, optimization recommendations

Domain-Specific — Specialized workloads

PluginWhen to useWhat it adds
ruflo-goalsLong-horizon planning, multi-session researchGOAP algorithm, deep research orchestration, horizon tracking, synthesis
ruflo-federationCross-installation agent coordinationZero-trust peer discovery, mTLS auth, consensus routing, compliance audit
ruflo-iot-cognitumCognitum Seed hardware device management5-tier device trust, telemetry anomaly detection (Z-score), fleet firmware rollouts, witness chain verification, SONA + AgentDB integration
ruflo-neural-traderTrading strategy development and backtestingZ-score market anomalies, SONA trajectory strategies, walk-forward backtesting, portfolio optimization
ruflo-market-dataMarket data ingestion and pattern matchingOHLCV vectorization, candlestick pattern detection, HNSW-indexed historical search

Decision Guide

"I need to..." → Use this plugin:

  • Build a feature → ruflo-core + ruflo-swarm + ruflo-testgen
  • Fix a bug → ruflo-core + ruflo-jujutsu (for diff analysis)
  • Audit security → ruflo-security-audit + ruflo-aidefence
  • Run background tasks → ruflo-loop-workers + ruflo-autopilot
  • Search past decisions → ruflo-agentdb + ruflo-rag-memory
  • Plan a multi-week effort → ruflo-goals (horizon tracking)
  • Manage IoT devices → ruflo-iot-cognitum
  • Coordinate remote agents → ruflo-federation
  • Test UI changes → ruflo-browser
  • Generate docs → ruflo-docs
  • Create a new plugin → ruflo-plugin-creator
  • Document architecture decisions → ruflo-adr
  • Scaffold domain models → ruflo-ddd
  • Follow SPARC methodology → ruflo-sparc
  • Develop trading strategies → ruflo-neural-trader + ruflo-market-data
  • Work with vector embeddings → ruflo-ruvector
  • Build knowledge graphs → ruflo-knowledge-graph
  • Manage database migrations → ruflo-migrations
  • Add observability → ruflo-observability
  • Track token costs → ruflo-cost-tracker

Install any plugin

/plugin marketplace add ruvnet/ruflo
/plugin install <plugin-name>@ruflo

平台分布

Codex

34.96%
按下载量换算22

Claude

29.69%
按下载量换算19

Cursor

20.59%
按下载量换算13

Gemini CLI

8.87%
按下载量换算6

安全审计

暂无安全审计结果可展示。

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

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。目前只有一个公开来源,建议同时核对源仓库。

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