Find Skills Combo

Most skill searches assume you need one thing, but real work usually needs three or four capabilities stitched together. This skill takes a complex ask like "build a quarterly report with risk analysis and charts," breaks it into subtasks, searches for candidates per subtask, then gives you two strategies: Maximum Quality (best tool for each job, more installs) or Minimum Dependencies (fewer tools, leaner setup). The five phase pipeline is thorough, maybe over-engineered for simple requests, but the constraint extraction is smart. It pulls domain terms and tech requirements straight from what you said, so searches stay precise instead of drifting to generic results. Good for workflow composition when you know the task spans multiple domains.

GitHub stars: 657
last updated: Jun 9, 2026

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Install

$ npx -y skills add agentscope-ai/openjudge --skill find-skills-combo --agent claude-code

Installs into .claude/skills of the current project.

Files

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.

SKILL.md on GitHub