github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
53
33%
Does it follow best practices?
Impact
87%
2.41xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
Optimize this skill with Tessl
npx tessl skill review --optimize ./.claude/skills/github-workflow-automation/SKILL.mdQuality
Discovery
32%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
The description identifies a clear domain (GitHub Actions) but relies heavily on buzzwords like 'AI swarm coordination' and 'intelligent' without explaining concrete capabilities. The complete absence of a 'Use when...' clause significantly weakens Claude's ability to know when to select this skill over others.
Suggestions
Add an explicit 'Use when...' clause with trigger terms like 'GitHub Actions', 'workflow YAML', 'CI/CD setup', 'automated testing pipeline'
Replace vague terms like 'AI swarm coordination' and 'intelligent' with specific actions such as 'create workflow files', 'configure build triggers', 'set up deployment pipelines'
Include common file extensions or patterns users might mention like '.github/workflows', 'workflow.yml', or 'actions configuration'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (GitHub Actions, CI/CD) and mentions some capabilities (workflow automation, repository management), but uses vague buzzwords like 'AI swarm coordination' and 'intelligent' without explaining concrete actions. | 2 / 3 |
Completeness | Describes what it does at a high level but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. | 1 / 3 |
Trigger Term Quality | Includes relevant terms like 'GitHub Actions', 'CI/CD', 'pipelines', and 'repository management' that users might say, but 'AI swarm coordination' is technical jargon unlikely to be used naturally by users. | 2 / 3 |
Distinctiveness Conflict Risk | GitHub Actions is a specific domain, but 'repository management' and 'CI/CD pipelines' are broad enough to potentially overlap with other DevOps or Git-related skills. | 2 / 3 |
Total | 7 / 12 Passed |
Implementation
35%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is extremely comprehensive but suffers from severe verbosity, making it inefficient for context window usage. While it provides many concrete examples, the reliance on potentially fictional tooling (ruv-swarm, claude-flow@alpha) without clear installation/availability guidance undermines actionability. The lack of validation checkpoints in workflows involving deployments and batch operations is a significant gap.
Suggestions
Reduce content by 70-80%: Keep only the Quick Start section and one example per category, moving detailed templates to separate reference files (e.g., TEMPLATES.md, COMMANDS.md)
Add explicit validation steps to deployment and batch operation workflows (e.g., 'Verify deployment health before proceeding to next stage')
Clarify tool availability: Either confirm ruv-swarm/claude-flow@alpha are real installable packages with links, or replace with standard gh CLI and GitHub Actions patterns
Convert the Command Reference section to a separate REFERENCE.md file and link to it from the main skill
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at 800+ lines with excessive collapsible sections, redundant examples, and explanations of concepts Claude already knows (e.g., what caching is, basic workflow structure). Most content could be condensed to 20% of current size. | 1 / 3 |
Actionability | Provides many concrete code examples and commands, but relies heavily on fictional tools (ruv-swarm, claude-flow@alpha) without explaining their actual availability or installation. Commands appear copy-paste ready but may not be executable in practice. | 2 / 3 |
Workflow Clarity | Multi-step workflows are present (e.g., Full-Stack CI/CD example) with job dependencies, but validation checkpoints are largely missing. No explicit 'validate before proceeding' steps or error recovery patterns for destructive operations like deployments. | 2 / 3 |
Progressive Disclosure | Uses collapsible sections extensively which provides some structure, but everything is in one massive file. References to 'Related Skills' at the bottom are not linked, and the content that should be in separate files (command reference, all templates) is inline. | 2 / 3 |
Total | 7 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
skill_md_line_count | SKILL.md is long (1066 lines); consider splitting into references/ and linking | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
- Repository
- ruvnet/ruv-FANN
- Commit
46f6f8a
- Reviewed
Table of Contents
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