Content
57%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill body is actionable with good executable examples across the major SAST tools, but it is padded with generic best-practice content, lacks validation feedback loops in its workflow, and points to bundle files that are missing from the skill directory.
Suggestions
Add an explicit validate→fix→retry checkpoint in the workflow (e.g., run a baseline scan, review findings, tune suppressions, re-scan before gating).
Create the referenced bundle files (references/*.md, assets/*, scripts/run-sast.sh) or remove the broken links so navigation is not dead-ended.
Trim generic sections like Team Enablement and the more obvious Troubleshooting bullets that restate knowledge Claude already has, and move detailed tool comparison / rule authoring into the reference files.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly structured with executable code, but sections like Team Enablement ("Provide security training for developers", "Establish security champions program") and Troubleshooting restate generic guidance Claude already knows and could be trimmed. | 3 / 5 |
Actionability | Concrete, mostly copy-paste-ready commands and configs are provided for Semgrep, SonarQube, CodeQL, GitHub Actions, and pre-commit hooks, with only minor gaps such as partial CI snippets and reliance on bundled scripts. | 4 / 5 |
Workflow Clarity | A clear 5-step sequence (Identify → Choose → Integrate → Tune → Track) is present, but there are no explicit validate→fix→retry checkpoints within the batch scanning workflow, which caps batch-operation workflows at 3. | 3 / 5 |
Progressive Disclosure | Sections are clearly labeled and one-level-deep references are signaled, but all six referenced bundle files (references/semgrep-rules.md, sonarqube-config.md, codeql-setup.md, assets/semgrep-config.yml, sonarqube-settings.xml, scripts/run-sast.sh) do not exist, and substantial content that could live in separate files is inlined. | 3 / 5 |
Total | 13 / 20 Passed |