AC lobster-dev-planner
🚀 超级开发规划师 —— 对话式需求收集 + Agent 团队并行开发 + MCP 工具全程调用。 触发时机:用户说"帮我开发"、"我想做一个项目/网站/APP/系统/工具/脚本/Bot"、"plan模式"、 "对话式开发"、"生成开发文档"、"我有个想法想实现",或任何描述了软件/工具/系统需求的请求。 即使需求模糊如"我想做个东西"也要触发。核心能力:(1) 引导小白用户通过选项对话完善需求, (2) 生成企业级超详细开发文档,(3) 编排 Agent 团队+MCP 工具并行开发,(4) 全程文档驱动、节点测试、自动提交。
As a process C 53/100 · Has gaps — 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 · 1
✓ No critical or high findings
Medium and low: 1
-
low Exfiltration
read-dotenvreferences/dev-doc-template.md:275Reads a .env filecp .env.example .env
Files scanned: 6. 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 53/100
- 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
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 21 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2126 tokens
- 100Running it twice. No mutating operations
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 5 example trigger phrases
- +3Description length 268: enough signal without eating the budget
- +4Structure: 23 headings
- +3Step-by-step instructions: 21 items
- +4Has examples (19 code blocks)
- +4Reference files are cited in the instructions (4 of 4)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.