github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
49
27%
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 names the domain (GitHub Actions) but relies heavily on buzzwords like 'AI swarm coordination' and 'intelligent' without explaining concrete capabilities. It completely lacks a 'Use when...' clause, making it difficult for Claude to know when to select this skill. The description would benefit from listing specific actions and adding explicit trigger conditions.
Suggestions
Add an explicit 'Use when...' clause with trigger terms like 'GitHub Actions', 'workflow YAML', 'CI/CD pipeline setup', 'automated builds', 'deploy workflow'.
Replace vague buzzwords ('AI swarm coordination', 'intelligent', 'advanced', 'comprehensive') with concrete actions such as 'create workflow YAML files, configure build/test/deploy steps, set up matrix strategies, manage secrets and environment variables'.
Include common file and term variations users might mention, such as '.github/workflows', 'action runner', 'workflow dispatch', 'pull request checks'.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (GitHub Actions) and mentions some actions like 'workflow automation', 'CI/CD pipelines', and 'repository management', but these are broad categories rather than concrete specific actions. Terms like 'AI swarm coordination' and 'intelligent' are buzzwordy and vague. | 2 / 3 |
Completeness | Describes a vague 'what' but completely lacks any 'when' clause or explicit trigger guidance. There is no 'Use when...' or equivalent statement telling Claude when to select this skill. Per the rubric, a missing 'Use when...' clause should cap completeness at 2, and the 'what' itself is also weak, so this scores a 1. | 1 / 3 |
Trigger Term Quality | Includes some relevant keywords like 'GitHub Actions', 'CI/CD pipelines', 'workflow', and 'repository management' that users might naturally say. However, 'AI swarm coordination' is not a natural user term, and common variations like '.github/workflows', 'YAML workflows', 'build pipeline', 'deploy', or 'actions runner' are missing. | 2 / 3 |
Distinctiveness Conflict Risk | 'GitHub Actions' provides some specificity, but 'CI/CD pipelines' and 'repository management' are broad enough to overlap with general DevOps, Git, or CI/CD skills. The 'AI swarm coordination' aspect is distinctive but unclear in meaning. | 2 / 3 |
Total | 7 / 12 Passed |
Implementation
22%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is a sprawling, marketing-style document that prioritizes breadth over depth. It catalogs numerous hypothetical CLI commands and workflow templates without providing validation steps, error handling, or verification — critical omissions for a skill involving CI/CD pipelines and batch GitHub operations. The extreme verbosity (700+ lines of largely repetitive patterns) wastes context window budget without proportional instructional value.
Suggestions
Cut content by 70%+: Remove the 8 nearly-identical mode descriptions, deduplicate workflow templates to 2-3 representative examples, and eliminate bullet-point metadata (e.g., 'Batch Optimized: Yes') that adds no actionable value.
Add explicit validation and error-recovery steps to all multi-step workflows — e.g., after deploying, verify deployment health; after creating PRs, check for merge conflicts. Missing feedback loops should be the first thing added.
Verify that referenced tools (`ruv-swarm`, `claude-flow@alpha`, `ruvnet/swarm-action@v1`) actually exist and work as described, or clearly mark them as hypothetical/planned. Currently the skill reads as documentation for vaporware.
Extract the command reference, workflow templates, and real-world examples into separate bundle files (e.g., COMMANDS.md, TEMPLATES.md, EXAMPLES.md) and reference them from a concise SKILL.md overview.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at 700+ lines. Massive amounts of repetitive content — 8 nearly identical 'mode' descriptions with bullet-point metadata Claude doesn't need, 8 workflow templates that are largely variations of the same pattern, duplicated caching examples, and extensive command references that read like marketing copy rather than actionable instructions. Most content describes what tools do rather than teaching Claude how to use them. | 1 / 3 |
Actionability | Commands and YAML snippets are provided throughout, but they reference tools (`ruv-swarm`, `claude-flow@alpha`, `ruvnet/swarm-action@v1`) that appear to be hypothetical or alpha-stage, making them not truly executable or verifiable. The code examples look plausible but are essentially pseudocode dressed as real commands — there's no way to confirm these CLIs exist or work as shown. | 2 / 3 |
Workflow Clarity | Despite being a complex multi-step automation skill involving destructive/batch operations (deployments, PR merges, multi-repo sync), there are no validation checkpoints, no error recovery steps, and no feedback loops. The 'Self-Healing Pipeline' template is ironic — it shows no actual validation or verification pattern. Steps are listed but never sequenced with explicit checks. | 1 / 3 |
Progressive Disclosure | Uses HTML details/summary tags for collapsible sections, which is a reasonable structural choice. However, no bundle files are provided despite references to related skills and external docs, and the content within each collapsed section is still extremely long. The skill would benefit from splitting workflow templates, command references, and examples into separate files rather than inlining everything behind disclosure toggles. | 2 / 3 |
Total | 6 / 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/ruvector
- Commit
c2089c4
- Reviewed
Table of Contents
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