AD prd-fullstack
全栈PRD协作工作流。与用户共同探讨，产出可供开发、设计、测试、运营、项目经理使用的完整PRD文档。 协作流程共10步，输出PRD包含14个章节（项目概述、市场分析、需求列表、信息架构、用户流程、原型设计、UI规范、功能规格、数据模型、技术方案、非功能需求、测试方案、数据埋点、运营方案、项目计划）。 当用户说"帮我写PRD"、"做完整需求文档"、"产品需求文档"时触发。
As a process D 49/100 · 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.
For the model run — optional
- 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: 65. 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 49/100
- 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
- 40Consistency. Frontmatter name (prd-fullstack) differs from the folder (prd-skill-workflow2)
- 100Tools and files. No external tools needed
- 100Steps. 33 steps
- 100Execution cost. Instruction body is 780 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
- -35 of 6 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 186: enough signal without eating the budget
- +4Structure: 15 headings
- +3Step-by-step instructions: 33 items
- +4Has examples (3 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.
External checks
ClawHub: clean
This is a Chinese-first PRD/document-generation workflow with local project scaffolding and PDF tooling, and the reviewed artifacts do not show hidden exfiltration, destructive behavior, or deceptive execution.
LLM: benign (high) · VirusTotal: · 29 May 2026