Content
78%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.
A lean, well-sequenced research workflow with strong guardrails and no wasted tokens. Its main weakness is actionability: the sourcing step names a class of sources rather than the specific transparency libraries, and the synthesis and return steps lack a concrete method or output format.
Suggestions
Name the specific transparency libraries in the body (e.g., Google Ads Transparency Center and Meta Ad Library, with their URLs) so the sourcing step in step 2 is directly executable rather than a class of sources.
Add an explicit validation step before returning, e.g., verify every recorded source URL is accessible and that each reported claim maps to a captured source record, so step 6's 'evidence-backed' requirement has a concrete check.
Specify the output shape for step 6, e.g., a table schema for source records using the fields from step 3 plus a structured findings section for opportunities, risks, and experiments.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is six directive steps plus two short guardrail statements in roughly 20 lines with zero padding or explanation of concepts Claude already knows ('Record capture date, platform, placement, observable creative/message, landing destination, and source URL'). Every token earns its place, matching the 5 anchor's lean pattern; it is not 4 because there is no over-explanation to trim. | 5 / 5 |
Actionability | Concrete guidance exists ('Record capture date, platform, placement, observable creative/message, landing destination, and source URL'), but 'Use official transparency libraries, public ads, auction data supplied by the operator, and other terms-compliant sources' never names which libraries, and 'Cluster durable themes, formats, offers, funnel paths, and gaps' gives no method or output shape. This is the 3 anchor's 'some concrete guidance but incomplete'; not 4 because for a skill whose core tool is the ad library, leaving the specific libraries unstated is a key missing detail, not a minor gap. | 3 / 5 |
Workflow Clarity | Steps 1-6 form a clear sequence (confirm scope, gather from sources, capture, separate fact from inference, synthesize, return deliverables), and steps 4 and 6 act as checkpoints ('never present estimates as account facts'; 'Return evidence-backed opportunities, risks, experiments, and source records'). This matches the 4 anchor's 'clear sequence with most checkpoints present; minor validation gaps'; not 5 because there is no explicit verify/retry validation step. | 4 / 5 |
Progressive Disclosure | The skill is under 50 lines, has no bundle files (no references/, scripts/, or assets/ exist), and inlines nothing that belongs in a separate file; the body is a single titled process with separated guardrail notes. Per the simple-skill guideline it scores 5; not 4 because there are no organization gaps or buried references. | 5 / 5 |
Total | 17 / 20 Passed |