Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is concise and well-organized with a concrete probe pattern, but its technique sections describe rather than instruct and it lacks an explicit sequenced workflow with validation checkpoints for at-scale/batch operations.
Suggestions
Convert technique sections from descriptions to executable steps (e.g., give the exact probe invocation and expected pass/fail criteria instead of 'Generate variants of a false narrative').
Add an explicit validation/feedback loop for batch generation — e.g., run the authorship classifier, and if output matches a real person, retry with evasion strategy X.
Sequence the overall process (probe → detect → score severity → recommend defender controls) as a numbered workflow with checkpoints.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is a lean, structured catalog that assumes competence — e.g., 'Generate variants of a false narrative for SEO/social spam' and the compact probe YAML — with no padding explaining what misinformation or attribution classifiers are; every section earns its place. | 3 / 3 |
Actionability | It mixes concrete guidance (the probe-pattern YAML, the 'ask model to write as <CEO>' test) with abstract technique descriptions ('Generate fake reviews / testimonials'), so guidance is present but incomplete rather than copy-paste executable — matching the level 2 anchor. | 2 / 3 |
Workflow Clarity | Sections are organized (Techniques, Probe pattern, Detection signals, Severity, Defender) but there is no sequenced multi-step workflow with validation checkpoints; for batch/at-scale operations the missing validate-fix-retry loop caps workflow clarity at 2 per the rubric notes. | 2 / 3 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ absent) and the skill is a single self-contained doc split into clearly labeled sections with no nested references, so navigation is easy and organization is clean rather than a monolithic wall. | 3 / 3 |
Total | 10 / 12 Passed |