AD llm-wiki-admin
管理 Karpathy LLM-Wiki 理念知识库，四大操作包括：初始化项目、摄入新原始资料（编译为 wiki 页面）、回答基于 wiki 的查询、执行健康检查（lint）。当用户想要初始化知识库、ingest/摄入新文章或笔记、从 wiki 查询知识、维护 wiki 健康、或提到 llm-wiki / llm_wiki / schema.md / 第二大脑 / Karpathy wiki / Obsidian wiki / 知识编译 时，必须使用此技能。即使用户只说"帮我把这篇文章加进 wiki"或"wiki 里有关于 X 的内容吗"，也要触发此技能。
As a process D 48/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 5. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 48/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 40Consistency. Frontmatter name (llm-wiki-admin) differs from the folder (llm-wiki)
- 100Tools and files. No external tools needed
- 100Steps. 64 steps
- 100Execution cost. Instruction body is 2161 tokens
- 100Progress reporting. Reports progress
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 2 example trigger phrases
- +3Description length 281: enough signal without eating the budget
- +4Structure: 32 headings
- +3Step-by-step instructions: 64 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.