AA weiliaozi-skill
Structured analysis using the Wei Liaozi five-lens framework — a synthesis of pre-Qin strategic thought drawing on Huangdi (rational analysis), Jiang Ziya (civil-military governance), Sun Wu (adaptive strategy), Wu Qi (discipline and command), and Duke Huan of Qi (stratified gains). Use when the user needs disciplined reasoning about a question or scenario — including historical analysis, system structure, trade-off assessment, sequence logic, and game-theoretic response mapping. Framework: Essence -> Conditions -> Gains-Losses -> Sequence -> Opponent. Think in order, no skipping steps. Respond in the same language as the user's question.
As a process A 89/100 · Runs to the end — weak spots: progress reporting
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: 9. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
frontmatter-yamlSKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Structured analysis using the Wei Liaozi five-lens framework — a s… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value - note
frontmatter-keyunknown frontmatter key "language" - note
frontmatter-keyunknown frontmatter key "run_as" - note
frontmatter-keyunknown frontmatter key "allowed_tools"
Process rating: all ten parameters 89/100
- 0Progress reporting. Says nothing while it works
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Tools and files. No external tools needed
- 100Steps. 127 steps
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 7 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3938 tokens
- 100Running it twice. Mutating operations check current state
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- low 15 top-level sections: this looks like several domains in one skill
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)
- +4No input/output examples
- +2Single-language instructions
- +3Description length 646: enough signal without eating the budget
- +4Structure: 23 headings
- +3Step-by-step instructions: 127 items
- +3Output format is stated explicitly
- +4Reference files are cited in the instructions (2 of 2)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.