Content
60%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 well-organized, highly actionable reference with real, runnable code covering the framework's main patterns. Its two weaknesses are significant redundancy (the Complete Example section and the vacuous When to Use line) and a broken progressive-disclosure structure — the body advertises four reference files that do not exist in the bundle.
Suggestions
Ship the four advertised reference files (references/tools.md, mcp.md, threads.md, advanced.md) or remove the "Reference Files" section — as written, every reference pointer in the skill is dangling.
Delete or drastically shrink the "Complete Example" section (it re-covers all six patterns already demonstrated) and remove the filler "When to Use" line that states nothing actionable.
Make each code snippet self-contained: add the missing asyncio import/run in the function-tools example and show how BING_CONNECTION_ID is actually consumed by HostedWebSearchTool.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly lean and code-first with almost no padded prose, but the ~80-line "Complete Example" re-demonstrates every pattern already shown in its own section (basic agent, function tools, hosted tools, MCP, streaming, threads, structured outputs), and the closing "When to Use" line ("This skill is applicable to execute the workflow or actions described in the overview.") is pure filler. Anchor 3 fits; not 4 because the redundancy is more than minor. | 3 / 5 |
Actionability | Concrete, executable guidance throughout: pip install commands, env var exports, auth snippets, and complete Python for agents, tools, streaming, threads, and structured outputs. Minor gaps keep it below anchor 5: the function-tools example omits the asyncio import and asyncio.run() call, the threads example uses get_weather defined only in an earlier snippet, and BING_CONNECTION_ID is exported but never wired into any HostedWebSearchTool usage. | 4 / 5 |
Workflow Clarity | A coherent, logical progression from install → env vars → auth → basic agent → tools → streaming → threads → structured outputs, with each step fully specified in runnable code. Not 5 because there are no checkpoints or error-recovery guidance for the likely failure points (missing env vars, auth errors, the --pre package flag); not 3 because the sequence is complete and unambiguous, and no destructive/batch operations exist that would require validation loops. | 4 / 5 |
Progressive Disclosure | The "Reference Files" section points to references/tools.md, references/mcp.md, references/threads.md, and references/advanced.md, but no references/ directory exists in the bundle — all four pointers are dangling and lead nowhere. On top of that, ~330 lines of detail (complete example, tool tables) are inlined in SKILL.md where the missing reference files presumably belong. Anchor 2 fits (broken/buried references, content inlined that belongs in separate files); not 3 because the references are not merely unclear, they are absent; not 1 because the body itself has clear section headers and the pointers would be one level deep if the files existed. | 2 / 5 |
Total | 13 / 20 Passed |