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AD prd-writer

产品经理 PRD 撰写助手。根据用户输入的核心需求和北极星指标,自动生成结构化、可直接进入评审的 PRD 文档。 **核心价值:** - 用户只需提供核心需求 + 北极星指标 - Skill 自动完成 80% 的 PRD 撰写工作(功能清单、流程、埋点、验收标准等) **使用场景:** (1) 从一句话需求快速生成完整 PRD (2) AI/算法项目的 PRD 自动撰写(含模型评估、兜底策略) (3) 已有 PRD 的优化与补全 **触发词:** "写PRD"、"生成PRD"、"产品需求文档"、"帮我写PRD"

ClawHub Agent Skills author: DanielNiu v1.0.0 MIT-0 7 files body ≈ 1 416 tokens Open the sourceclawhub.ai analyzed 2 d ago

As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

GeneratorInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
D
49/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. 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: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description 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-writer) differs from the folder (prd-writter)
  • 100Tools and files. No external tools needed
  • 100Steps. 111 steps
  • 100Execution cost. Instruction body is 1416 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 2 example trigger phrases
  • +3Description length 261: enough signal without eating the budget
  • +4Structure: 31 headings
  • +3Step-by-step instructions: 111 items
  • +4Has examples (5 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
This is a low-risk PRD writing helper made of Markdown instructions and templates, with no executable code or hidden data access.
LLM: benign (high) · VirusTotal: · 29 May 2026