reviewing a git diff for small localized coding mistakes that can be fixed without high-level understanding
68
55%
Does it follow best practices?
Impact
86%
1.26xAverage score across 3 eval scenarios
Risky
Do not use without reviewing
Optimize this skill with Tessl
npx tessl skill review --optimize ./.claude/skills/low-level-code-review/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 conveys a reasonable sense of the skill's purpose—reviewing git diffs for minor, localized errors—but lacks specificity about what kinds of mistakes it catches and completely omits explicit trigger guidance ('Use when...'). It would benefit from concrete action examples and natural trigger terms that users would actually say.
Suggestions
Add an explicit 'Use when...' clause, e.g., 'Use when the user asks to review a diff, check for bugs in staged changes, or catch small mistakes before committing.'
List specific concrete actions such as 'detect typos, catch syntax errors, identify missing imports, flag off-by-one errors' to improve specificity.
Include more natural trigger term variations like 'code review', 'review my changes', 'check my diff', 'spot bugs', 'pre-commit review' to improve keyword coverage.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain (git diff review) and a general action (reviewing for small localized coding mistakes), but doesn't list specific concrete actions like 'detect typos, catch syntax errors, identify off-by-one errors, flag missing semicolons'. | 2 / 3 |
Completeness | It describes what the skill does (reviewing git diffs for small mistakes) but has no explicit 'Use when...' clause or equivalent trigger guidance. Per the rubric, a missing 'Use when...' clause caps completeness at 2, and the 'what' itself is also somewhat vague, so this scores at 1. | 1 / 3 |
Trigger Term Quality | Includes 'git diff' which is a natural keyword, but misses common variations users might say like 'code review', 'diff review', 'lint', 'quick fix', 'bug check', or 'review my changes'. The phrase 'small localized coding mistakes' is somewhat natural but not a typical user phrase. | 2 / 3 |
Distinctiveness Conflict Risk | The focus on 'small localized coding mistakes' in git diffs provides some distinctiveness from general code review skills, but could overlap with broader code review, linting, or git-related skills. The qualifier 'without high-level understanding' helps differentiate but is not strongly distinctive. | 2 / 3 |
Total | 7 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong, highly actionable skill with clear workflow and excellent concrete guidance. The output format example and ALWAYS/NEVER rules make it very easy for Claude to follow. The main weaknesses are moderate verbosity (some explanatory text Claude doesn't need) and the monolithic structure that could benefit from splitting detailed issue catalogs into reference files.
Suggestions
Trim the Overview section—Claude doesn't need an explanation of what a low-level code review is; jump straight to the workflow.
Consider extracting the detailed issue categories (Definite Bugs, ACID violations, Likely Mistakes, Style Issues) into a separate reference file like ISSUE_CATEGORIES.md to keep the main skill focused on workflow and output format.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but includes some unnecessary verbosity. The 'Overview' section explains what a low-level code review is, which Claude already knows. The issue categories are thorough but could be more compact—e.g., the ACID sections include 'Questions to ask' that are somewhat redundant with the bullet points above them. Overall mostly efficient but could be tightened. | 2 / 3 |
Actionability | The skill provides highly concrete, actionable guidance: specific issue categories with exact examples, a precise output format with a complete example showing file path, line number, original code, fix, and explanation. The ALWAYS/NEVER rules are specific and executable. The git diff gathering steps are concrete commands. | 3 / 3 |
Workflow Clarity | The workflow is clearly sequenced: gather inputs (git range, context) → obtain diff → analyze against specific categories → produce structured worklist → summarize. The skill includes validation guidance (check if issue exists in new code, verify it's not checked earlier in the function, consider if intentional). The subagent splitting advice for large diffs provides a clear feedback mechanism. The completion section explicitly handles edge cases (no issues, large diffs). | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear sections and headers, but it's a monolithic document with no references to external files. The detailed issue categories (Definite Bugs, ACID violations, Likely Mistakes, Style Issues) could potentially be split into separate reference files to keep the main skill leaner. However, given there are no bundle files, this is a moderate concern—the inline content is at least well-structured with clear headings. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
1b0eccd
Table of Contents
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