AC akshare-local-workbench
Install, run, maintain, and troubleshoot a bundled local single-user AKShare financial data workbench. Use this skill when OpenClaw needs to create the workbench project from included assets without cloning GitHub, start/stop the FastAPI and React app, run setup/tests, manage local result cache, edit the AKShare YAML indicator catalog, or reduce Eastmoney/东方财富 request-limit errors.
Install, run, maintain, and troubleshoot a bundled local single-user AKShare financial data workbench.
As a process C 57/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
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 · 5
✓ No critical or high findings
Medium and low: 5
-
low Secrets in code
secret-high-entropy-tokenassets/akshare-workbench/frontend/package-lock.json:37High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)"integrity": "sha5…RNq/mC+16R1…A0M+/s6ny…wFA==",
detector -
low Secrets in code
secret-high-entropy-tokenassets/akshare-workbench/frontend/package-lock.json:293High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)"integrity": "sha5…Kxp+GEr/ma3+NJCPSaYK+qavI…Z5w==",
detector -
low Secrets in code
secret-high-entropy-tokenassets/akshare-workbench/frontend/package-lock.json:346High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)"integrity": "sha5…GXt+7YmA…8oP+DR9d…KNy+TRBQ==",
detector -
low Secrets in code
secret-high-entropy-tokenassets/akshare-workbench/frontend/package-lock.json:401High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)"integrity": "sha5…e9J+Jfq1…2Jg/Nxm3cCSVzzg==",
detector -
low Secrets in code
secret-high-entropy-tokenassets/akshare-workbench/frontend/package-lock.json:427High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)"integrity": "sha5…PAy+PB7X/GSj3…xWa+gl5n…X8T/0kCiOYpAIQ==",
detector
Files scanned: 57. 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 57/100
- 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
- 50When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 5 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 739 tokens
- 100Running it twice. Mutating operations check current state
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
- -2localhost URLs: will not work for another user
- +1No license
- +2Single-language instructions
- +3Description length 384: enough signal without eating the budget
- +4Structure: 5 headings
- +3Step-by-step instructions: 5 items
- +4Has examples (5 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.