SKILLEMALL.ai

AF india-tax-helper

India resident salaried tax helper for understanding IT declaration, Form 12BB, Form 16, AIS/TIS/26AS, ITR filing, FD/RD taxation, 15G/15H, student-loan and house-loan tax treatment, and stock/MF/dividend/capital-gains basics. Use when a resident salaried individual in India asks what forms apply, what to submit, when deadlines matter, what happens if they forget, or wants a conservative tax guide plus approximate/evaluable tax treatment using deterministic calculators. Fail closed when current FY rules cannot be verified safely.

ClawHub Agent Skills author: Aritra Bhaduri v1.1.0 MIT-0 25 files body ≈ 1 021 tokens Open the sourceclawhub.ai analyzed 4 d ago

As a process F 52/100 · Will not run — References files that are not bundled: references/fy-2026-27/

AnalyzerFinancetype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
78
Run on models
none yet
Process rating
F
52/100
Will not run
References files that are not bundled: references/fy-2026-27/
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
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: 25. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/fy-2026-27/

Process rating: all ten parameters 52/100

Will not run. References files that are not bundled: references/fy-2026-27/
  • 0Tools and files. 1 referenced file(s) missing: references/fy-2026-27/
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 1 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Failures and branches. 5 branches
  • 100Steps. 50 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1021 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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +4No input/output examples
  • -33 of 10 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 535: enough signal without eating the budget
  • +4Structure: 8 headings
  • +3Step-by-step instructions: 50 items
  • +3Output format is stated explicitly
  • +4Reference files are cited in the instructions (7 of 7)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: clean
This is a disclosed India tax-help skill with local calculators, but users should verify results because some tax calculations are simplified or incomplete.
LLM: benign (medium) · VirusTotal: · 29 May 2026