Chatgpt Apps
Haohao-end/openagent
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
Install Discover Plugins
$ npx skills add ruvnet/ruflo --skill discover-plugins -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo discover-plugins --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .claude/skills/discover-plugins && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .claude/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-pluginsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ruvnet/ruflo --skill discover-plugins -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo discover-plugins --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .agents/skills/discover-plugins && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .agents/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ruvnet/ruflo --skill discover-plugins -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo discover-plugins --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .cursor/skills/discover-plugins && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .cursor/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ruvnet/ruflo.git --path plugins/ruflo-core/skills/discover-plugins--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ruvnet/ruflo --skill discover-plugins -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo discover-plugins --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .gemini/skills/discover-plugins && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .gemini/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ruvnet/ruflo discover-pluginsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ruvnet/ruflo --skill discover-plugins -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .github/skills/discover-plugins && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .github/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ruvnet/ruflo --skill discover-plugins -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/ruflo discover-plugins --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ruflo-core/skills/discover-plugins .opencode/skills/discover-plugins && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "discover-plugins" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-core/skills/discover-plugins into .opencode/skills/discover-plugins/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discover-plugins", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
discover-plugins- GitHub stars
- 74k
- Token cost
- ~2k tokens
- SKILL.md length
- 706 words
- Files
- 1
- Skills in repo
- 264
- Repo updated
- First seen
- Licence
- MIT
At a glance
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
- Works in 6 steps: Check installed — run ls plugins/ to see… → Browse marketplace — call… → Search by need — call… → …
- Tasks that involve MCP servers
- SKILL.md covers When to use, Steps, Plugin Catalog (32 plugins) and Decision Guide, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Discover Plugins is an agent skill from ruvnet/ruflo. Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.
When your agent uses it
- Tasks that involve MCP servers
Example prompts
- “/discover-plugins”
Requirements
- Pre-approved tools (allowed-tools): mcp__plugin_ruflo-core_ruflo__transfer_plugin-search, mcp__plugin_ruflo-core_ruflo__transfer_plugin-info, mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured, mcp__plugin_ruflo-core_ruflo__transfer_plugin-official, mcp__plugin_ruflo-core_ruflo__transfer_store-search, mcp__plugin_ruflo-core_ruflo__transfer_store-featured, mcp__plugin_ruflo-core_ruflo__transfer_store-trending, mcp__plugin_ruflo-core_ruflo__transfer_store-info, mcp__plugin_ruflo-core_ruflo__guidance_discover, mcp__plugin_ruflo-core_ruflo__guidance_recommend, mcp__plugin_ruflo-core_ruflo__guidance_capabilities, mcp__plugin_ruflo-core_ruflo__mcp_status, Bash, Read
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Check installed — run ls plugins/ to see what's already installed
- Browse marketplace — call mcpplugin_ruflo-core_ruflotransfer_plugin-featured for recommended plugins
- Search by need — call mcpplugin_ruflo-core_ruflotransfer_plugin-search with keywords matching your task
- Get recommendations — call mcpplugin_ruflo-core_rufloguidance_recommend with your current task description for personalized suggestions
- Check capabilities — call mcpplugin_ruflo-core_rufloguidance_capabilities to see what each plugin enables
- Show details — call mcpplugin_ruflo-core_ruflotransfer_plugin-info for full plugin details
What it can do on your machine
Read from SKILL.md and the folder at commit de590e1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
mcp__plugin_ruflo-core_ruflo__transfer_plugin-searchmcp__plugin_ruflo-core_ruflo__transfer_plugin-infomcp__plugin_ruflo-core_ruflo__transfer_plugin-featuredmcp__plugin_ruflo-core_ruflo__transfer_plugin-officialmcp__plugin_ruflo-core_ruflo__transfer_store-searchmcp__plugin_ruflo-core_ruflo__transfer_store-featuredmcp__plugin_ruflo-core_ruflo__transfer_store-trendingmcp__plugin_ruflo-core_ruflo__transfer_store-infomcp__plugin_ruflo-core_ruflo__guidance_discovermcp__plugin_ruflo-core_ruflo__guidance_recommend
…and 4 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Discover Plugins loads about 2k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 706 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: mcp__plugin_ruflo-core_ruflo__transfer_plugin-search, mcp__plugin_ruflo-core_ruflo__transfer_plugin-
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ruvnet/ruflo at commit de590e1, republished under its MIT licence (© ruvnet). 706 words, ~2,050 tokens.
Download SKILL.mdSave it as
.claude/skills/discover-plugins/SKILL.md (or your agent's skills folder).- name
- discover-plugins
- description
- Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task
- allowed-tools
- mcp__plugin_ruflo-core_ruflo__transfer_plugin-search, mcp__plugin_ruflo-core_ruflo__transfer_plugin-info, mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured, mcp__plugin_ruflo-core_ruflo__transfer_plugin-official, mcp__plugin_ruflo-core_ruflo__transfer_store-search, mcp__plugin_ruflo-core_ruflo__transfer_store-featured, mcp__plugin_ruflo-core_ruflo__transfer_store-trending, mcp__plugin_ruflo-core_ruflo__transfer_store-info, mcp__plugin_ruflo-core_ruflo__guidance_discover, mcp__plugin_ruflo-core_ruflo__guidance_recommend, mcp__plugin_ruflo-core_ruflo__guidance_capabilities, mcp__plugin_ruflo-core_ruflo__mcp_status, Bash, Read
- argument-hint
- [search-query]
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
- Check installed — run
ls plugins/to see what's already installed - Browse marketplace — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-featuredfor recommended plugins - Search by need — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-searchwith keywords matching your task - Get recommendations — call
mcp__plugin_ruflo-core_ruflo__guidance_recommendwith your current task description for personalized suggestions - Check capabilities — call
mcp__plugin_ruflo-core_ruflo__guidance_capabilitiesto see what each plugin enables - Show details — call
mcp__plugin_ruflo-core_ruflo__transfer_plugin-infofor full plugin details
Plugin Catalog (32 plugins)
Core & Coordination — Start here
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-core | Always — base layer for all Ruflo work | MCP server, status, doctor, coder/researcher/reviewer agents |
| ruflo-swarm | Multi-agent tasks (3+ files, features, refactors) | Swarm topologies (hierarchical, mesh), Monitor streaming, worktree isolation |
| ruflo-autopilot | Autonomous task completion without manual steering | /loop-based autonomous execution, progress prediction, learning |
| ruflo-loop-workers | Recurring background work (audits, optimization, mapping) | 12 background workers via /loop or CronCreate scheduling |
| ruflo-workflows | Repeatable multi-step processes | Workflow templates, parallel execution, conditional branching |
Memory & Intelligence — Cross-session learning
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-agentdb | Semantic search over code patterns, telemetry, decisions | AgentDB with HNSW vector search (150x-12,500x faster), RuVector embeddings |
| ruflo-rag-memory | Simple key-value memory with search | Store/search/recall without full AgentDB setup |
| ruflo-rvf | Portable memory export/import across machines | RVF format, session persistence, cross-platform transfer |
| ruflo-ruvector | Vector embedding operations, HNSW indexing, clustering | ONNX 384-dim embeddings, hyperbolic Poincare ball, k-means/DBSCAN clustering |
| ruflo-knowledge-graph | Entity extraction, relation mapping, graph traversal | Pathfinder algo on AgentDB causal edges, code entity graphs |
| ruflo-intelligence | Task routing optimization, learning from outcomes | SONA neural patterns, trajectory learning, model routing with confidence |
| ruflo-daa | Self-adapting agents that evolve behavior | Dynamic Agentic Architecture, cognitive patterns, knowledge sharing |
Architecture & Methodology — Build right
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-adr | Document architecture decisions, check compliance | ADR create/index/supersede, code-to-ADR linking, compliance checking on diffs |
| ruflo-ddd | Domain modeling, bounded context scaffolding | Context wizard, aggregate roots, domain events, anti-corruption layers, boundary validation |
| ruflo-sparc | Structured development methodology | Specification-Pseudocode-Architecture-Refinement-Completion with quality gates |
Quality & Security — Ship safely
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-security-audit | Before merging, after dependency changes | CVE scanning, dependency vulnerability checks, security reports |
| ruflo-aidefence | Processing user input, handling untrusted data | Prompt injection detection, PII scanning, adversarial defense |
| ruflo-testgen | After implementing features, during refactors | Test gap detection, TDD London School workflow, coverage routing |
| ruflo-browser | UI testing, web scraping, visual validation | Playwright automation — navigate, click, screenshot, validate |
Show full SKILL.md (303 more words)Show less
Development Tools — Build faster
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-jujutsu | PR review, merge decisions, diff risk scoring | Diff analysis, risk classification, reviewer recommendations |
| ruflo-docs | After API changes, before releases | Doc generation, drift detection, API documentation |
| ruflo-ruvllm | Local LLM inference, custom model configs | RuVLLM integration, MicroLoRA fine-tuning, chat formatting |
| ruflo-agent | Sandboxed code execution, untrusted workloads | WASM agent sandboxing, community gallery |
| ruflo-plugin-creator | Building new ruflo plugins | Scaffold structure, validate frontmatter, test MCP references |
| ruflo-migrations | Database schema changes | Sequential migration numbering, up/down pairs, dry-run, rollback validation |
| ruflo-observability | Logging, tracing, metrics correlation | Structured JSON logging, distributed tracing, agent-to-app telemetry correlation |
| ruflo-cost-tracker | Token budget management | Per-agent cost attribution, model pricing, budget alerts, optimization recommendations |
Domain-Specific — Specialized workloads
| Plugin | When to use | What it adds |
|---|---|---|
| ruflo-goals | Long-horizon planning, multi-session research | GOAP algorithm, deep research orchestration, horizon tracking, synthesis |
| ruflo-federation | Cross-installation agent coordination | Zero-trust peer discovery, mTLS auth, consensus routing, compliance audit |
| ruflo-iot-cognitum | Cognitum Seed hardware device management | 5-tier device trust, telemetry anomaly detection (Z-score), fleet firmware rollouts, witness chain verification, SONA + AgentDB integration |
| ruflo-neural-trader | Trading strategy development and backtesting | Z-score market anomalies, SONA trajectory strategies, walk-forward backtesting, portfolio optimization |
| ruflo-market-data | Market data ingestion and pattern matching | OHLCV 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© ruvnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/ruflo-core/skills/discover-plugins of ruvnet/ruflo.
Open the folder on GitHubat commit de590e1
Compare with similar skills
Discover Plugins next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Discover Plugins this skillruvnet/ruflo | 74k | — | ~2k | Automated safety check: Notes | MIT | |
| Chatgpt AppsHaohao-end/openagent | 807 | 1 repos | ~4.9k | Automated safety check: Pass | Apache-2.0 | |
| Workflow Schema Tuningbreaking-brake/cc-wf-studio | 5.4k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Documentation Serverandrea9293/mcp-documentation-server | 343 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Clawmemyoloshii/ClawMem | 210 | — | ~7.5k | Automated safety check: Pass | MIT | |
| AI Bomcdxgen/cdxgen | 1.1k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 |
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Security Audit Scanner
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SPARC Development Methodology
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Swarm Orchestration
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Ruflo Multi-Agent Orchestration
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Agent Coordination
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Related
Works with
Categories
Questions about Discover Plugins
What does Discover Plugins do?
Discover and recommend ruflo plugins based on your workflow, installed MCP tools, and current task. Discover Plugins is an agent skill from ruvnet/ruflo.
When should I use Discover Plugins?
Discover Plugins fits situations like: tasks that involve MCP servers.
How do I install Discover Plugins in Claude Code?
Run `npx skills add ruvnet/ruflo --skill discover-plugins -a claude-code`. Or copy the skill folder (plugins/ruflo-core/skills/discover-plugins in ruvnet/ruflo) into .claude/skills/discover-plugins in your project. Claude Code loads it when a task matches its description.
How do I install Discover Plugins in Codex?
Run `npx skills add ruvnet/ruflo --skill discover-plugins -a codex`. Or copy the skill folder (plugins/ruflo-core/skills/discover-plugins in ruvnet/ruflo) into .agents/skills/discover-plugins in your project. Codex loads it when a task matches its description.
Can I use Discover Plugins in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ruvnet/ruflo --skill discover-plugins -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/discover-plugins, .gemini/skills/discover-plugins, .github/skills/discover-plugins and .opencode/skills/discover-plugins in your project.
What does Discover Plugins need to run?
SKILL.md names no scripts, command-line tools or credentials: Discover Plugins is instructions for the agent only. Its frontmatter pre-approves these tools: mcp__plugin_ruflo-core_ruflo__transfer_plugin-search, mcp__plugin_ruflo-core_ruflo__transfer_plugin-info, mcp__plugin_ruflo-core_ruflo__transfer_plugin-featured, mcp__plugin_ruflo-core_ruflo__transfer_plugin-official, mcp__plugin_ruflo-core_ruflo__transfer_store-search, mcp__plugin_ruflo-core_ruflo__transfer_store-featured, mcp__plugin_ruflo-core_ruflo__transfer_store-trending, mcp__plugin_ruflo-core_ruflo__transfer_store-info, mcp__plugin_ruflo-core_ruflo__guidance_discover, mcp__plugin_ruflo-core_ruflo__guidance_recommend, mcp__plugin_ruflo-core_ruflo__guidance_capabilities, mcp__plugin_ruflo-core_ruflo__mcp_status, Bash, Read.
Does Discover Plugins access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Discover Plugins safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Discover Plugins use?
Discover Plugins is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Discover Plugins use?
About 2k tokens (SKILL.md is roughly 8.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Discover Plugins?
Skills that share tags, products or a category with Discover Plugins: Chatgpt Apps (Haohao-end/openagent, 807 stars), Workflow Schema Tuning (breaking-brake/cc-wf-studio, 5.4k stars), Documentation Server (andrea9293/mcp-documentation-server, 343 stars) and Clawmem (yoloshii/ClawMem, 210 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Discover Plugins?
ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,012 GitHub stars. The repository holds 264 skills in this directory. The repository was last updated on October 7, 2026.
Source: ruvnet/ruflo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.