AC how-to-research
怎样调研——从《怎样调研》（任仲然著，党建读物出版社）提炼的调研方法论技能库。当用户要做调研类任务（市场调研、竞品分析、行业研究、用户访谈、实地调查、问卷设计、调研报告撰写），或问及调查研究方法、蹲点调研、随机调研、文献调研、抽样、座谈会等概念，或需要按一套成熟方法论执行调研时使用。Use when planning or executing any research/investigation task, or referencing the book's frameworks.
怎样调研——从《怎样调研》（任仲然著，党建读物出版社）提炼的调研方法论技能库。当用户要做调研类任务（市场调研、竞品分析、行业研究、用户访谈、实地调查、问卷设计、调研报告撰写），或问及调查研究方法、蹲点调研、随机调研、文献调研、抽样、座谈会等概念，或需要按一套成熟方法论执行调研时使用。Use when…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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: 19. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
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. 29 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1072 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
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 243: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 29 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.