# Find Skills Combo

Discover and recommend **combinations** of agent skills to complete complex...

- Repository: https://github.com/agentscope-ai/OpenJudge (1020 stars)
- Category: AI and agents
- License: Apache-2.0
- Last updated: 2026-10-30
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add agentscope-ai/OpenJudge --skill find-skills-combo -g -a claude-code -y`
Codex: `npx skills add agentscope-ai/OpenJudge --skill find-skills-combo -g -a codex -y`
Cursor: `npx skills add agentscope-ai/OpenJudge --skill find-skills-combo -g -a cursor -y`
Gemini CLI: `npx skills add agentscope-ai/OpenJudge --skill find-skills-combo -g -a gemini-cli -y`

## Description

Discover and recommend **combinations** of agent skills to complete complex, multi-faceted tasks. Provides two recommendation strategies, **Maximum Quality** (best skill per subtask) and **Minimum Dependencies** (fewest installs). Use this skill whenever the user wants to find skills, asks "how do I do X", "find a skill for X", or describes a task that likely requires multiple capabilities working together. Also use when the user mentions composing workflows, building pipelines, or needs help across several domains at once, even if they only say "find me a skill". This skill supersedes simple single-skill search by decomposing the task into subtasks and assembling an optimal skill portfolio.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Find Skills Combo

Discover and install **skill combinations** from the open agent skills ecosystem. Unlike single-skill search, this skill decomposes complex tasks into subtasks, searches for candidates per subtask, evaluates coverage, and recommends two strategies: **Maximum Quality** (best skill per subtask, highest output quality) and **Minimum Dependencies** (fewest installs, lean setup). Users pick the strategy that fits their priorities.

## When to Use This Skill

Use this skill when the user:

- Asks "how do I do X" where X involves multiple capabilities or domains
- Says "find a skill for X" or "is there a skill for X"
- Describes a task that spans several concerns (e.g., "build a quarterly report with charts, risk analysis, and executive summary")
- Wants to compose a workflow from multiple skills
- Asks "can you do X" where X is a complex, multi-step task
- Expresses interest in extending agent capabilities for a non-trivial project

**Fallback**: If the task is genuinely single-domain and simple (one clear capability), skip the decomposition, run a single `npx skills find` query, present results, and offer to install. Don't over-engineer simple requests.

## What is the Skills CLI?

The Skills CLI (`npx skills`) is the package manager for the open agent skills ecosystem.

**Key commands:**

- `npx skills find [query]`, Search for skills by keyword
- `npx skills add <package>`, Install a skill from GitHub or other sources
- `npx skills add <package> -g -y`, Install globally, skip confirmation
- `npx skills check`, Check for skill updates
- `npx skills update`, Update all installed skills

**Browse skills at:** https://skills.sh/

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## The 5-Phase Pipeline

For complex tasks, follow all five phases in order. For simple tasks, see the Fallback section above.

### Phase 1: Task Decomposition

Break the user's request into independent subtasks. Each subtask represents a distinct capability needed to complete the overall task.

The rest: https://github.com/agentscope-ai/OpenJudge/blob/HEAD/skills/find-skills-combo/SKILL.md