BD financial_bill_ocr
支持金融单据识别,支持识别多种金融单据，包括银行承兑汇票、电子银行承兑汇票、商业承兑汇票、电子商业承兑汇票、银行支票、银行回单、进账单、电汇凭证、支款凭证、移动支付账单、财政授权支付凭证、海关专用缴款书、海关进/出口货物报关单、国际汇票、商业发票、原产地证明、货物运输保险单、装箱单、提单，结构化提取关键信息。
支持金融单据识别,支持识别多种金融单据，包括银行承兑汇票、电子银行承兑汇票、商业承兑汇票、电子商业承兑汇票、银行支票、银行回单、进账单、电汇凭证、支款凭证、移动支付账单、财政授权支付凭证、海关专用缴款书、海关进/出口货物报关单、国际汇票、商业发票、原产地证明、货物运输保险单、装箱单、提单，结构化提取关键信息。
As a process D 41/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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
name-formatname should be kebab-case (lowercase letters, digits, hyphens) - warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - note
frontmatter-keyunknown frontmatter key "required_env_vars" - note
frontmatter-keyunknown frontmatter key "optional_env_vars" - note
frontmatter-keyunknown frontmatter key "primary_credential" - note
frontmatter-keyunknown frontmatter key "dependencies" - note
frontmatter-keyunknown frontmatter key "input" - note
frontmatter-keyunknown frontmatter key "output"
Process rating: all ten parameters 41/100
- 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
- 40Consistency. Frontmatter name (financial_bill_ocr) differs from the folder (financial-bill-ocr)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 14 steps
- 100Execution cost. Instruction body is 803 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
- -4Absolute local paths (C:\Users, /home/…): not portable
- -41 reference files, but SKILL.md never points to them: the model will not open them
- +2Single-language instructions
- +3Description length 155: enough signal without eating the budget
- +4Structure: 16 headings
- +3Step-by-step instructions: 14 items
- +4Has examples (3 code blocks)
- +3All 1 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.