orchestrating-multi-agent-systems
tessl i github:jeremylongshore/claude-code-plugins-plus-skills --skill orchestrating-multi-agent-systemsExecute orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers. Use when building complex AI systems requiring agent collaboration, task delegation, or workflow coordination. Trigger with phrases like "create multi-agent system", "orchestrate agents", or "coordinate agent workflows".
Validation
81%| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
metadata_version | 'metadata' field is not a dictionary | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 13 / 16 Passed | |
Implementation
22%This skill is a skeleton that defers all meaningful content to reference files while providing no actionable guidance in the main document. For a complex topic like multi-agent orchestration, the complete absence of code examples, concrete commands, or even pseudocode makes this skill nearly useless as a standalone reference. The structure exists but the substance is missing.
Suggestions
Add a concrete, executable quick-start example showing basic agent creation with AI SDK v5 (e.g., a simple two-agent handoff)
Replace vague instructions like 'Write agent initialization code' with actual TypeScript code snippets showing the pattern
Add validation checkpoints to the workflow (e.g., 'Test single agent before adding handoffs', 'Verify tool execution before orchestration')
Include at least one complete minimal example inline rather than deferring everything to reference files
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is moderately efficient but includes some unnecessary padding like 'This skill provides automated assistance for the described functionality' which adds no value. Prerequisites list some obvious items Claude would know. | 2 / 3 |
Actionability | No executable code examples provided despite being a TypeScript/AI SDK skill. Instructions are vague ('Create project directory', 'Write agent initialization code') without concrete commands or code snippets. Everything actionable is deferred to reference files. | 1 / 3 |
Workflow Clarity | Steps are listed but extremely vague with no validation checkpoints. The numbered list has duplicate numbering (two '1.' entries) and lacks any feedback loops or verification steps for a complex multi-agent orchestration task. | 1 / 3 |
Progressive Disclosure | References to external files exist (implementation.md, errors.md, examples.md) which is good structure, but the main file provides almost no useful content - it's essentially just a table of contents with no quick-start value. The overview is empty of substance. | 2 / 3 |
Total | 6 / 12 Passed |
Activation
90%This is a solid description with excellent trigger term coverage and completeness. The main weakness is the grammatically awkward 'Execute orchestrate' at the start and slightly abstract action descriptions. The explicit trigger phrases and clear 'Use when' clause make it highly functional for skill selection.
Suggestions
Fix the grammatical error 'Execute orchestrate' - choose one verb or rephrase to 'Execute and orchestrate' or simply 'Orchestrate'
Add more concrete action examples like 'define agent handoff logic', 'configure routing rules', or 'build sequential/parallel workflows' to improve specificity
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (multi-agent systems) and lists some actions (handoffs, routing, workflows), but 'execute orchestrate' is grammatically awkward and the actions remain somewhat abstract rather than concrete operations. | 2 / 3 |
Completeness | Clearly answers both what (execute/orchestrate multi-agent systems with handoffs, routing, workflows) and when (building complex AI systems requiring agent collaboration) with explicit trigger phrases provided. | 3 / 3 |
Trigger Term Quality | Explicitly provides natural trigger phrases users would say: 'create multi-agent system', 'orchestrate agents', 'coordinate agent workflows'. Also includes relevant keywords like 'handoffs', 'routing', 'AI providers', and 'task delegation'. | 3 / 3 |
Distinctiveness Conflict Risk | The focus on multi-agent orchestration, handoffs, and cross-provider coordination creates a clear niche that is unlikely to conflict with single-agent or general AI skills. The specific terminology around agent collaboration is distinctive. | 3 / 3 |
Total | 11 / 12 Passed |
Reviewed
Table of Contents
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