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AF Tax Package Preparation

Year-end tax package preparation pipeline for QBO-connected clients. Generates a 9-tab Excel workbook: Tax Summary, Income, Expenses, Depreciation, 1099s, State Nexus, Crypto (Form 8949), Checklist, and CDC. Reads client SOP for entity type, crypto wallet, vehicle, home office, and FBAR flags. Maps every line item to IRS form and schedule codes.

ClawHub Agent Skills author: samledger67-dotcom v1.0.2 MIT-0 2 files body ≈ 1 892 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 52/100 · Will not run — References files that are not bundled: scripts/pipelines/tax-package-prep.py

ProcedureExcelFinanceInfrastructuretype 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
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
80
Run on models
none yet
Process rating
F
52/100
Will not run
References files that are not bundled: scripts/pipelines/tax-package-prep.py
Tools and files w 18
0
Failures and branches w 10
0
Consistency w 8
40
the three weakest of ten parameters · all ten

How to improve

  1. 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 name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning missing-ref reference to a missing file: scripts/pipelines/tax-package-prep.py
  • note frontmatter-key unknown frontmatter key "slug"

Process rating: all ten parameters 52/100

Will not run. References files that are not bundled: scripts/pipelines/tax-package-prep.py
  • 0Tools and files. 1 referenced file(s) missing: scripts/pipelines/tax-package-prep.py
  • 0Failures and branches. Linear process with no failure handling
  • 40Consistency. Frontmatter name (Tax Package Preparation) differs from the folder (tax-package-prep)
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 61 steps
  • 100Execution cost. Instruction body is 1892 tokens
  • 100Running it twice. No mutating operations
  • 100Progress reporting. Reports progress
  • low 15 top-level sections: this looks like several domains in one skill

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
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 347: enough signal without eating the budget
  • +4Structure: 18 headings
  • +3Step-by-step instructions: 61 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.

External checks

ClawHub: suspicious
This skill has a coherent tax-prep purpose, but it asks users to run an unreviewed local pipeline against sensitive QBO and client tax data without enough credential, storage, or retention guidance.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026