Content
82%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 tight, highly actionable reference for a focused integration task: concrete code, real error-recovery guidance, and no token waste. The main gaps are the absence of a complete end-to-end call example and an explicit ordered setup sequence with a verification step.
Suggestions
Add one complete create_chat_llm/ChatOpenAI invocation showing how the extra_body dict and model name are actually passed, making the core guidance copy-paste ready.
Reorder the 配置文件位置 section into an explicit numbered integration sequence (edit api_providers.json → edit config/__init__.py → test call → verify JSON output) so the setup workflow is unambiguous.
If the skill grows, move the 常见问题 troubleshooting detail and the api_providers.json example into a references/ file, keeping SKILL.md as a lean overview.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean throughout — a bare Base URL block, a compact model table, and minimal code snippets with no padding; even the temperature note conveys project-specific convention ("utils.llm_client.create_chat_llm ... 一律不下发 temperature") that Claude could not know, so every token earns its place. | 5 / 5 |
Actionability | Provides concrete, mostly executable guidance (both extra_body variants, the markdown-fence stripping routine, a config JSON example), but never shows a complete create_chat_llm/ChatOpenAI call wiring extra_body in, and the api_providers.json snippet is a fragment — minor gaps rather than fully copy-paste ready. | 4 / 5 |
Workflow Clarity | Content is organized topically rather than as an explicit integration sequence, and the config steps ("config/api_providers.json - 添加 gemini", "config/__init__.py - 添加 EXTRA_BODY_GEMINI") lack ordering and a verification checkpoint; the 常见问题 section's cause→solution pairs partially compensate with error-recovery guidance. | 4 / 5 |
Progressive Disclosure | Well-organized single-file structure with clear section headers and no nested or buried references, but at ~120 lines (over the 50-line simple-skill threshold) the config example and troubleshooting content stay inline rather than being split out — good structure with minor organization gaps. | 4 / 5 |
Total | 17 / 20 Passed |