SKILLEMALL.ai

AC tax-filing

United States federal income tax filing assistant for US citizens, resident aliens, and nonresident aliens. Guides users through the entire IRS filing workflow: determining filer type and filing status, identifying which forms and schedules are needed, calculating amounts from source documents (W-2, 1099s, etc.), and filling IRS PDF forms using pypdf. This skill covers US federal taxes only — not state, local, or non-US tax systems. Use this skill whenever the user mentions taxes, tax returns, 1040, 1040-NR, filing status, "which forms do I need", "help me file my taxes", "tax prep", deductions, NRA tax filing, nonresident alien taxes, treaty-based returns, "check my tax forms", "review my 1040-NR", or any request related to preparing a US federal tax return — even if they don't specify their filer type. This skill handles the routing and covers both citizen/RA (Form 1040) and NRA (Form 1040-NR) workflows end to end, including PDF form filling and validation.

ClawHub Agent Skills author: Anthea Z v0.2.0 8 files body ≈ 3 528 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process C 56/100 · Has gaps — weak spots: result and completion, inputs and preconditions, running it twice

ProcedurePDFFinancetype and topics are labelled automatically from the skill text
JSON
Technical rating
A
97/100
safety, quality, tests
Safety 60%
100
Quality 40%
93
Run on models
none yet
Process rating
C
56/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
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 · 0

    ✓ No critical or high findings

    Files scanned: 8. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 56/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 3 mutating operations with no state check
    • 60Tools and files. Uses tools (python) that frontmatter does not declare
    • 70When it triggers. States when to use, but not when not to
    • 70Failures and branches. 4 branches
    • 100Steps. 93 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 3528 tokens
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

    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

    • +4Description does not say when NOT to use the skill (false activations)
    • +3Description length 973: 120–800 characters recommended
    • +3Output format is not stated: the model decides each time
    • +1No license
    • +2Single-language instructions
    • +5Description quotes 5 example trigger phrases
    • +4Structure: 17 headings
    • +3Step-by-step instructions: 93 items
    • +4Has examples (5 code blocks)
    • +4Reference files are cited in the instructions (5 of 5)
    • +3All 1 scripts are documented

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 93.

    External checks

    ClawHub: suspicious
    This tax-preparation skill appears purpose-aligned, but it may activate too broadly and asks for highly sensitive tax and immigration information without clear privacy limits.
    LLM: suspicious (medium) · VirusTotal: · 29 May 2026