SKILLEMALL.ai

BD Financial Industry Customer Service Hub

AI-powered unified customer service hub for financial industry — integrates banking, insurance, securities, and fund customer service into one platform. Covers cross-industry FAQ, intelligent routing, and unified knowledge management. Built for fintech platforms and multi-license financial conglomerates. Keywords: financial customer service, unified platform, cross-industry service, knowledge management, fintech, 金融客服中枢, 统一客服平台, 跨行业服务, 知识管理, 全渠道客服, 智能路由, 客服中台, 跨业务线客服, 统一知识库.

ClawHub Agent Skills author: lingfeng-19 v3.0.2 MIT-0 2 files body ≈ 1 897 tokens Open the sourceclawhub.ai analyzed 34 h ago

AI-powered unified customer service hub for financial industry — integrates banking, insurance, securities, and fund customer service into one platform.

As a process D 38/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationCustomer supporttype and topics are labelled automatically from the skill text
JSON
Technical rating
B
81/100
safety, quality, tests
Safety 60%
100
Quality 40%
53
Run on models
none yet
Process rating
D
38/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
  • 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 frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 3, column 14: description: AI-powered unified customer service hub for financial industry — i… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • note frontmatter-key unknown frontmatter key "slug"

Process rating: all ten parameters 38/100

  • 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
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (Financial Industry Customer Service Hub) differs from the folder (finance-customer-service-hub)
  • 50Steps. 2 steps
  • 100Tools and files. No external tools needed
  • 100Execution cost. Instruction body is 1897 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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 479: enough signal without eating the budget
  • +4Structure: 17 headings
  • +4Has examples (5 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 53.

External checks

ClawHub: clean
This skill is a static financial customer service planning guide with no executable behavior, persistence, or hidden data handling.
LLM: benign (high) · VirusTotal: · 13 Sept 2026