AF opportunity-finder
When the user wants to find a product opportunity, discover market gaps, validate a product idea, or decide what website or WeChat Mini Program to build. Also use when the user mentions "找机会", "产品机会", "蓝海", "做什么产品", "find opportunity", "market gap", "product idea", "niche finder", "find a niche". For analyzing a specific competitor, see competitor-teardown. For scoping a confirmed opportunity, see product-scoper.
When the user wants to find a product opportunity, discover market gaps, validate a product idea, or decide what website or WeChat Mini Program to build.
As a process F 42/100 · Will not run — References files that are not bundled: ../../examples/opportunity-report.md
How to improve
- The text references files that are not there: add them or drop the references.
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: ../../examples/opportunity-report.md
Process rating: all ten parameters 42/100
- 0Tools and files. 1 referenced file(s) missing: ../../examples/opportunity-report.md
- 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
- 30Running it twice. 6 mutating operations with no state check
- 100Steps. 9 steps
- 100When it triggers. States when to use and when not to
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1538 tokens
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 416: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 9 items
- +4Has examples (5 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.