Content
71%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 body is a well-organized, code-first SDK overview with strong actionability and a clear agent thread/run workflow, though it carries some duplication and boilerplate filler. Its main defect is that every progressive-disclosure pointer references bundle files that are missing, so the promised depth cannot actually be reached.
Suggestions
Ship the referenced bundle files (references/agents.md, references/tools.md, and the other eight references plus scripts/run_batch_evaluation.py) or remove the pointers — currently all 11 referenced paths are broken.
Remove the content-free "When to Use" and "Limitations" boilerplate sections or replace them with skill-specific guidance.
Deduplicate the AIProjectClient construction (shown in both Authentication and Two Client Approaches) and complete the async example, replacing the `create_agent(...)` placeholder with real parameters.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dominated by lean, executable SDK-specific code and comparison tables, but AIProjectClient construction is duplicated (Authentication and Two Client Approaches sections), get_openai_client() appears twice, and the "When to Use"/"Limitations" sections are content-free boilerplate that could be trimmed. Not a 5 because these redundancies are real; not a 3 because the bulk of the content earns its tokens. | 4 / 5 |
Actionability | Nearly all examples are concrete and executable (install command, env vars, auth, agent creation, tools, thread flow, connections, evaluation), covering the common cases. Not a 5 because the async example uses a `create_agent(...)` ellipsis placeholder rather than complete code. | 4 / 5 |
Workflow Clarity | The Thread and Message Flow section gives a clear numbered 1-4 sequence with an explicit `run.status == "completed"` checkpoint, and Best Practices adds sequencing guidance. Not a 5 because there is no error-recovery guidance (what to do when a run fails or how to inspect run errors). | 4 / 5 |
Progressive Disclosure | The in-file structure is good: each section ends with a clearly signaled "See references/X.md" pointer and a consolidated Reference Files index. However, none of the 11 referenced files (references/*.md, scripts/run_batch_evaluation.py) exist in the bundle — the references/ and scripts/ directories are absent — so every pointer dangles and the disclosed detail is unreachable. Not a 4 because broken references are more than a minor organization gap; not a 2 because the SKILL.md itself is well-organized rather than inlined or buried. | 3 / 5 |
Total | 15 / 20 Passed |