Skills for Real Engineers. Straight from my .agents directory.
find-skills-combo
Agent skill fromagentscope-ai/OpenJudge
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.
How to install find-skills-combo
npx skills add agentscope-ai/OpenJudge# or add only this skill to Claude Code: copy the folder
skills/find-skills-combo/
# into
~/.claude/skills/find-skills-combo/ (all projects)
.claude/skills/find-skills-combo/ (one project)
1# Find Skills Combo23Discover 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.45## When to Use This Skill67Use this skill when the user:89- Asks "how do I do X" where X involves multiple capabilities or domains10- Says "find a skill for X" or "is there a skill for X"11- Describes a task that spans several concerns (e.g., "build a quarterly report with charts, risk analysis, and executive summary")12- Wants to compose a workflow from multiple skills13- Asks "can you do X" where X is a complex, multi-step task14- Expresses interest in extending agent capabilities for a non-trivial project1516**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.1718## What is the Skills CLI?1920The Skills CLI (`npx skills`) is the package manager for the open agent skills ecosystem.2122**Key commands:**2324- `npx skills find [query]` — Search for skills by keyword25- `npx skills add <package>` — Install a skill from GitHub or other sources26…
Excerpt shown under the repository's Apache-2.0 license.
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