AF hubspot-audit
Run a comprehensive HubSpot CRM database audit. Analyzes contacts, companies, deals, engagement, data quality, and deliverability. Use when starting a CRM cleanup, onboarding a new client, or performing quarterly health checks.
As a process F 53/100 · Will not run — References files that are not bundled: scripts/audit_portal.py
How to improve
- The text references files that are not there: add them or drop the references.
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
missing-refreference to a missing file: scripts/audit_portal.py
Process rating: all ten parameters 53/100
Will not run. References files that are not bundled: scripts/audit_portal.py
- 0Tools and files. 1 referenced file(s) missing: scripts/audit_portal.py
- 0Inputs and preconditions. Does not say what the process needs to start
- 20When it triggers. No condition that starts the skill
- 60Result and completion. Output format stated, no completion criterion
- 70Failures and branches. 5 branches
- 100Steps. 74 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3082 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
- +4Description does not say when NOT to use the skill (false activations)
- +2Single-language instructions
- +3Description length 227: enough signal without eating the budget
- +4Structure: 21 headings
- +3Step-by-step instructions: 74 items
- +3Output format is stated explicitly
- +4Has examples (9 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.
External checks
ClawHub: suspicious
This HubSpot audit skill is mostly coherent, but it combines sensitive CRM access with under-scoped instructions to create local skills and optionally push them to GitHub.
LLM: suspicious (high) · VirusTotal: · 29 May 2026