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issue-analysis

Deep analysis of a single GitHub issue with codebase exploration, implementation planning, and architectural assessment. Use when you need to analyze a GitHub issue, assess its complexity, plan implementation approaches, and post a structured analysis comment. Triggers on "analyze issue", "deep analysis", "/issue-analysis <number>".

70

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

86%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, highly actionable single-file skill: concrete gh commands, a clear six-step sequence with a user-confirmation gate, and tight token efficiency. The only gaps are minor — slight redundancy between the Guidelines and Step 2, and no error-recovery guidance for command failures.

DimensionReasoningScore

Conciseness

The body is lean and imperative with no explanations of concepts Claude already knows — every step is a command or a concrete instruction. It falls just short of the 5 anchor because the Guidelines section ("Research before concluding; never state guesses as facts") partially restates Step 2, a minor instance of content that could be trimmed.

4 / 5

Actionability

Fully executable throughout: exact `gh issue view ... --json title,body,labels,comments,author,state` commands, verbatim disclaimer text, a decision table with exact label names, and a copy-paste heredoc pattern for posting the comment. This matches the score-5 anchor of copy-paste-ready commands covering the common cases.

5 / 5

Workflow Clarity

Steps 1–6 are clearly sequenced with explicit checkpoints: the author.login check conditionally prepends a disclaimer, and Step 5 requires drafting and waiting for user confirmation before any post — a real validation gate for the outward-facing actions. It sits at anchor 4 rather than 5 because there is no error-recovery guidance (e.g. what to do if gh fails or a label does not exist).

4 / 5

Progressive Disclosure

No bundle files exist (no references/, scripts/, or assets/), and none are needed: the ~70-line body is a well-organized single-purpose overview with clear sections, a table, and command blocks, with nothing inlined that belongs in a separate file. Under the simple-skill guidance this earns a 5.

5 / 5

Total

18

/

20

Passed

Description

88%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description that explicitly covers what the skill does and when to use it, with concrete trigger phrases and multiple specific capabilities. Its only weaknesses are the slightly generic "deep analysis" trigger term and a few missing natural synonyms, which create minor overlap and coverage gaps.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — "codebase exploration, implementation planning, and architectural assessment" plus "analyze a GitHub issue, assess its complexity, plan implementation approaches, and post a structured analysis comment" — with comprehensive coverage and no vague filler. It matches the score-5 anchor listing several specific concrete actions; there is no generic padding to push it down.

5 / 5

Completeness

It clearly answers both what ("Deep analysis of a single GitHub issue with codebase exploration, implementation planning, and architectural assessment") and when ("Use when you need to analyze a GitHub issue... Triggers on...") with concrete trigger phrases, exactly matching the score-5 anchor structure. Not a 4 because the 'when' is explicit and specific, not merely present.

5 / 5

Trigger Term Quality

It explicitly states "Triggers on 'analyze issue', 'deep analysis', '/issue-analysis <number>'" alongside natural 'use when' phrases like "assess its complexity" and "plan implementation approaches". Coverage is good but a few natural synonyms users might say (e.g. "investigate an issue", "triage", "issue research") are missing, placing it between the 4 and 5 anchors, closer to 4.

4 / 5

Distinctiveness Conflict Risk

The GitHub-issue analysis niche is fairly distinct with dedicated triggers, but the phrase "deep analysis" is generic and could overlap with general code-analysis or review skills. This is "mostly distinct; minor overlap risk with closely related skills" — the anchor-4 example — rather than the minimal-conflict clarity of anchor 5.

4 / 5

Total

18

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

14

/

16

Passed

Repository
homeassistant-ai/ha-mcp
Reviewed

Table of Contents

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