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AD kpi-alert-system

Business KPI monitoring with threshold-based alerts. Connects to QuickBooks Online, Google Sheets, and CSV exports to track AR aging, cash runway, revenue growth, gross margin, and burn rate. Fires alerts via Telegram, Slack, or email when thresholds breach. Use when a user wants to set up automated financial health monitoring, define alert rules for business metrics, or run a periodic KPI check. NOT for real-time stock/crypto monitoring (use defi-position-tracker), ERP systems (SAP, Oracle), or dashboards requiring live BI tools (use Power BI or Looker).

ClawHub Agent Skills author: samledger67-dotcom v1.1.0 MIT-0 2 files body ≈ 2 288 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process D 47/100 · Unfinished process — weak spots: result and completion, inputs and preconditions, failures and branches

IntegrationSlackTelegramGoogle SheetsPower BIData and analyticsInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
94/100
safety, quality, tests
Safety 60%
99
Quality 40%
87
Run on models
none yet
Process rating
D
47/100
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

    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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • low Exfiltration exfil-webhook-url SKILL.md:58
      Webhook / callback URL commonly used for exfiltration (verify the destination) (placeholder value)
      webhook: "https://hooks.slack.com/services/..."
      placeholder

    Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "updated"

    Process rating: all ten parameters 47/100

    • 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
    • 30Running it twice. 3 mutating operations with no state check
    • 50When it triggers. No condition that starts the skill
    • 60Tools and files. Uses tools (python) that frontmatter does not declare
    • 100Steps. 7 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 2288 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
    • +3Output format is not stated: the model decides each time
    • +1No license
    • +2Single-language instructions
    • +4Description says when NOT to use the skill
    • +3Description length 561: enough signal without eating the budget
    • +4Structure: 26 headings
    • +3Step-by-step instructions: 7 items
    • +4Has examples (15 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.

    External checks

    ClawHub: clean
    This instruction-only skill does what it says: monitors business KPIs and sends disclosed alerts, though users should treat the alert contents as sensitive financial data.
    LLM: benign (high) · VirusTotal: · 29 May 2026