AB magpie
Query A-share (Chinese stock market) quotes, fund flows, K-lines, watchlist, alert rules, and 龙虎榜 via the local magpie daemon. Use when the user asks about a stock by code or name, wants to set/list/remove price alerts, asks for today's resource fund flow, requests a morning/evening/weekly portfolio digest, queries 龙虎榜 (top billboard), or asks "what's <stock> doing now". DO NOT use for US stocks, HK stocks, crypto, technical analysis (MA/MACD), order execution, or news/sentiment — magpie is v1 A-share monitoring only.
As a process B 76/100 · Nearly there — weak spots: 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: 2. 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 76/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 60Tools and files. Uses tools (node) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 100Steps. 58 steps
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 8 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1991 tokens
- 100Running it twice. Mutating operations check current state
- 100Progress reporting. Reports progress
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
- -2localhost URLs: will not work for another user
- +1No license
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 523: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 58 items
- +3Output format is stated explicitly
- +4Has examples (9 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.