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github-release-management

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

46

1.62x
Quality

26%

Does it follow best practices?

Impact

78%

1.62x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/github-release-management/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

20%

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 bloated and largely aspirational rather than actionable. The vast majority of CLI commands appear to be for non-existent tool features, making them unusable. While the document shows good structural intent with leveled sections and checklists, the sheer volume of speculative content (~700+ lines) makes it a poor skill file that would waste significant context window space without providing reliable, executable guidance.

Suggestions

Strip the content to only include commands and workflows that actually exist and are executable—remove all speculative 'npx claude-flow github' subcommands unless they are real, documented features.

Reduce the file to under 150 lines focusing on the core release workflow using proven tools (gh CLI, npm, git), and move advanced/enterprise content to separate referenced files.

Replace the pseudo-JavaScript '[Single Message]' blocks with actual executable code or clear step-by-step CLI instructions that Claude can directly use.

Add explicit validation checkpoints with error handling in the core workflows (e.g., 'if build fails, do X; if tests fail, do Y') rather than assuming all steps succeed.

DimensionReasoningScore

Conciseness

Extremely verbose at 700+ lines. Massive amounts of speculative CLI commands for tools that may not exist (npx claude-flow github release-deploy, etc.), redundant sections, enterprise YAML configs that pad the document enormously, and explanations of basic concepts like release cadence and semantic versioning that Claude already knows.

1 / 3

Actionability

Most commands reference fictional CLI subcommands (npx claude-flow github release-security, npx claude-flow github rollback, etc.) that appear to be aspirational rather than real. The pseudo-JavaScript blocks using 'mcp__claude-flow__swarm_init' and '[Single Message]' syntax are not executable code. Only the basic gh CLI and npm commands are genuinely actionable.

1 / 3

Workflow Clarity

The GitHub Actions workflows provide reasonable step sequences, and the checklists at the end offer clear validation points. However, the core swarm-based workflows lack real validation checkpoints—they assume commands succeed without error handling or verification steps between stages. The hotfix workflow mentions 'fast-track testing' but doesn't validate before deploying.

2 / 3

Progressive Disclosure

The document attempts progressive disclosure with Level 1-4 sections, which shows structural intent. However, with no bundle files provided, all content is crammed into a single massive file. The 'levels' are just headers within one monolithic document rather than actual progressive disclosure via separate files. References to external docs like 'sparc-methodology.md' and 'swarm-patterns.md' exist but cannot be verified.

2 / 3

Total

6

/

12

Passed

Description

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 releases) and lists relevant high-level actions, but relies on buzzwords like 'comprehensive' and 'AI swarm coordination' that add noise without clarity. It critically lacks a 'Use when...' clause, making it difficult for Claude to know when to select this skill, and the action terms are too broad to clearly distinguish it from general deployment or CI/CD skills.

Suggestions

Add an explicit 'Use when...' clause with trigger scenarios, e.g., 'Use when the user asks to create a GitHub release, tag a version, publish release notes, or manage deployment rollbacks.'

Replace vague buzzwords like 'comprehensive orchestration' and 'AI swarm coordination' with concrete actions such as 'generates changelogs, creates GitHub release tags, runs pre-release test suites, manages semantic versioning.'

Include natural user-facing trigger terms like 'release notes', 'changelog', 'semantic version', 'tag', 'publish release', '.github/workflows' to improve keyword coverage.

DimensionReasoningScore

Specificity

Names the domain (GitHub releases) and lists some actions (versioning, testing, deployment, rollback management), but 'AI swarm coordination' and 'comprehensive orchestration' are buzzwordy and vague rather than concrete specific actions.

2 / 3

Completeness

Describes what it does (release orchestration with versioning, testing, deployment, rollback) but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. Per rubric guidelines, missing 'Use when' should cap completeness at 2, and the 'what' is also somewhat vague, so this scores a 1.

1 / 3

Trigger Term Quality

Includes some relevant keywords like 'GitHub release', 'versioning', 'deployment', 'rollback', but 'AI swarm coordination' is not something a user would naturally say. Missing common variations like 'publish release', 'tag', 'changelog', 'semantic versioning', 'CI/CD'.

2 / 3

Distinctiveness Conflict Risk

The GitHub release focus provides some distinctiveness, but terms like 'testing', 'deployment', and 'rollback management' are broad enough to overlap with CI/CD, DevOps, or general deployment skills. 'AI swarm coordination' adds confusion rather than clarity.

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.

Validation9 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (1082 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
Reviewed

Table of Contents

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