Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured, concise skill that clearly defines a multi-step workflow for extracting preferences from chat transcripts. Its main strength is the clear sequencing, confidence framework, and artifact decision tree. Its primary weakness is the lack of concrete examples—a sample preference atom, a sample output synthesis, or an example artifact would make the skill significantly more actionable.
Suggestions
Add a concrete example of a 'preference atom' showing what trigger, workflow step, decision rule, quality bar, stop condition, evidence, and confidence look like when filled in.
Include a brief example of the expected output synthesis format with sample data to make the output section fully actionable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient. Every section serves a purpose—scope, workflow steps, confidence levels, artifact choice, and output format. There's no unnecessary explanation of concepts Claude already knows, and no padding or filler text. | 3 / 3 |
Actionability | The workflow steps are clearly listed and specific markers/keywords are provided for scanning, but the guidance remains somewhat abstract—there are no concrete examples of what a preference atom looks like, no example output artifact, and no sample input/output to make the process fully executable. | 2 / 3 |
Workflow Clarity | The 8-step workflow is clearly sequenced with logical progression from scoping to inventory to scanning to extraction to confidence rating to clustering to artifact choice to drafting. The confidence framework and artifact choice decision tree serve as validation checkpoints, and the 'contradicted' confidence level explicitly includes a stop condition (ask the user before writing files). | 3 / 3 |
Progressive Disclosure | For a skill of this size (~60 lines) with no need for external references, the content is well-organized into clearly labeled sections (Scope, Workflow, Confidence, Artifact Choice, Output) that are easy to navigate. No bundle files are needed and the structure is appropriately flat. | 3 / 3 |
Total | 11 / 12 Passed |