SKILLEMALL.ai

BF quickbooks-api

Production-grade integration and automation with the QuickBooks Online API. Covers OAuth 2.0 authentication, accounting entities (Customers, Invoices, Payments, Bills, Journal Entries), real-time Webhooks, Reports API, Payments API, IDS query language, Change Data Capture, Batch operations, and AI/MCP server integration.

ClawHub Agent Skills author: Simon-Pierrre Boucher v1.0.1 MIT-0 6 files body ≈ 1 378 tokens Open the sourceclawhub.ai analyzed 2 d ago

Production-grade integration and automation with the QuickBooks Online API.

As a process F 26/100 · Will not run — References files that are not bundled: references/authentication.md, references/accounting_entities.md, references/webhooks.md

IntegrationFinanceData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
84/100
safety, quality, tests
Safety 60%
100
Quality 40%
60
Run on models
none yet
Process rating
F
26/100
Will not run
References files that are not bundled: references/authentication.md, references/accounting_entities.md, references/webhooks.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
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.
  2. 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: 6. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: references/authentication.md
  • warning missing-ref reference to a missing file: references/accounting_entities.md
  • warning missing-ref reference to a missing file: references/webhooks.md
  • warning missing-ref reference to a missing file: references/queries_and_errors.md
  • warning missing-ref reference to a missing file: references/ai_and_mcp.md

Process rating: all ten parameters 26/100

Will not run. References files that are not bundled: references/authentication.md, references/accounting_entities.md, references/webhooks.md
  • 0Tools and files. 5 referenced file(s) missing: references/authentication.md, references/accounting_entities.md, references/webhooks.md
  • 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. 10 mutating operations with no state check
  • 40Consistency. Frontmatter name (quickbooks-api) differs from the folder (quickbook)
  • 85Steps. 8 steps, 1 vague phrases
  • 100Execution cost. Instruction body is 1378 tokens
  • low The response is described with custom markup (15 tags): a typed call is more reliable

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
  • +1No license
  • +2Single-language instructions
  • +3Description length 322: enough signal without eating the budget
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 8 items
  • +4Has examples (5 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.

External checks

ClawHub: suspicious
This is a documentation-only QuickBooks skill, but it should be reviewed carefully because it guides AI-driven accounting and payment workflows using sensitive QuickBooks credentials without enough guardrails.
LLM: suspicious (medium) · 31 May 2026